diff --git a/.env.example b/.env.example
index a506ee5..55bd2b3 100644
--- a/.env.example
+++ b/.env.example
@@ -41,7 +41,7 @@ AGENT_CODEX_CONFIG=
 # ---------------------------------------------------------------------------
 # 2. RewardKit 0.2.0 trajectory judge
 # ---------------------------------------------------------------------------
-# Required by every current task except agentic-search, regardless of which coding
+# Required by every current task except agentic-search and rust-bm25-search, regardless of which coding
 # agent is selected. The judge is fixed to deepseek/deepseek-v4.1-flash on
 # OpenRouter. Use an OpenRouter key for VERIFIER_OPENAI_API_KEY.
 VERIFIER_OPENAI_BASE_URL=https://openrouter.ai/api/v1
diff --git a/README.md b/README.md
index b614dbe..80b273a 100644
--- a/README.md
+++ b/README.md
@@ -90,7 +90,7 @@ VERIFIER_OPENAI_API_KEY=YOUR_OPENROUTER_KEY
 `DEEPSEEK_API_KEY` authenticates the Pi agent for `deepseek/deepseek-flash`.
 The `VERIFIER_*` pair runs the independent `deepseek/deepseek-v4.1-flash` trajectory judge
 through OpenRouter and RewardKit 0.2.0 and is required by every task except
-`agentic-search`. Use an OpenRouter key for `VERIFIER_OPENAI_API_KEY`; the Pi agent
+`agentic-search` and `rust-bm25-search`. Use an OpenRouter key for `VERIFIER_OPENAI_API_KEY`; the Pi agent
 uses its separate DeepSeek key. The launcher passes verifier credentials only
 to the verifier container.
 
diff --git a/README_zh.md b/README_zh.md
index f572c29..640f48c 100644
--- a/README_zh.md
+++ b/README_zh.md
@@ -81,7 +81,7 @@ VERIFIER_OPENAI_API_KEY=YOUR_OPENROUTER_KEY
 ```
 
 `DEEPSEEK_API_KEY` 用于 `deepseek/deepseek-flash` 的 Pi 智能体认证；`VERIFIER_*`
-通过 RewardKit 0.2.0 和 OpenRouter 运行固定为 `deepseek/deepseek-v4.1-flash` 的独立轨迹评审，除 `agentic-search`
+通过 RewardKit 0.2.0 和 OpenRouter 运行固定为 `deepseek/deepseek-v4.1-flash` 的独立轨迹评审，除 `agentic-search` 和 `rust-bm25-search`
 外的所有任务都需要。`VERIFIER_OPENAI_API_KEY` 使用 OpenRouter 密钥，Pi 智能体
 使用独立的 DeepSeek 密钥；启动器只把 verifier 凭据传进 verifier 容器。
 
diff --git a/docs/evaluation.md b/docs/evaluation.md
index 87794c5..7c51a45 100644
--- a/docs/evaluation.md
+++ b/docs/evaluation.md
@@ -69,6 +69,7 @@ the shared images locally.
 | `query-encoder-alignment` | 1 NVIDIA GPU | Yes | — | — |
 | `agentic-search` | CPU | — | — | `OPENROUTER_API_KEY`, `JINA_API_KEY` |
 | `sparse-retrieval-pruning` | CPU | Yes | — | — |
+| `rust-bm25-search` | CPU | — | — | — |
 
 The table identifies credential groups, not the complete resource budget. Read
 `tasks/TASK_NAME/README.md` and `task.toml` before launching. In particular,
@@ -213,7 +214,7 @@ steps and observations. Failed runs are exported before the error is reported.
 
 ## Configure judges
 
-All current tasks except `agentic-search` use the trajectory judge. Add:
+All current tasks except `agentic-search` and `rust-bm25-search` use the trajectory judge. Add:
 
 ```dotenv
 VERIFIER_OPENAI_BASE_URL=https://openrouter.ai/api/v1
diff --git a/docs/network-policy.md b/docs/network-policy.md
index 8bb7153..d56ace4 100644
--- a/docs/network-policy.md
+++ b/docs/network-policy.md
@@ -130,6 +130,7 @@ access.
 | `query-encoder-alignment` |  OpenRouter/Jina resources only | allowlist: `openrouter.ai`, `api.jina.ai` | task hosts + model host | task hosts (OpenRouter also serves the trajectory judge) |
 | `agentic-search` | OpenRouter/Jina resources only | allowlist: `openrouter.ai`, `api.jina.ai` | task hosts + model host | task hosts only; no model judge |
 | `sparse-retrieval-pruning` | Offline index building and search | no network | model host only | `openrouter.ai` only |
+| `rust-bm25-search` | Offline Rust BM25 indexing and search | no network | model host only | no network; deterministic verifier |
 
 Allowing the judge endpoint does not expose verifier credentials to submitted
 commands. `scientific-paper-qa` similarly removes both judge credential groups before
diff --git a/scripts/tests/test_network_policies.py b/scripts/tests/test_network_policies.py
index 8dc4a42..adb3b22 100644
--- a/scripts/tests/test_network_policies.py
+++ b/scripts/tests/test_network_policies.py
@@ -40,6 +40,7 @@
     "query-encoder-alignment": ("allowlist", TASK_HOSTS, "allowlist", TASK_HOSTS, "allowlist", TASK_HOSTS),
     "agentic-search": ("allowlist", TASK_HOSTS, "allowlist", TASK_HOSTS, "allowlist", TASK_HOSTS),
     "sparse-retrieval-pruning": ("no-network", [], "no-network", [], "allowlist", ["openrouter.ai"]),
+    "rust-bm25-search": ("no-network", [], "no-network", [], "no-network", []),
 }
 
 
@@ -103,7 +104,7 @@ def test_task_resource_docs_match_the_network_profiles(self):
             )
             self.assertTrue(resource_doc.is_file(), task_name)
 
-        for task_name in ("memory-constrained-dense-retrieval", "long-document-reranking", "code-embedding-finetuning", "sparse-retrieval-pruning"):
+        for task_name in ("memory-constrained-dense-retrieval", "long-document-reranking", "code-embedding-finetuning", "sparse-retrieval-pruning", "rust-bm25-search"):
             text = (
                 REPO / "tasks" / task_name / "environment/docs/available_resources.md"
             ).read_text().lower()
diff --git a/tasks/rust-bm25-search/.gitignore b/tasks/rust-bm25-search/.gitignore
new file mode 100644
index 0000000..7954650
--- /dev/null
+++ b/tasks/rust-bm25-search/.gitignore
@@ -0,0 +1,8 @@
+/data/
+/models/
+__pycache__/
+*.py[cod]
+/target/
+/authoring/output/
+/authoring/downloads/
+/:memory:.ses
diff --git a/tasks/rust-bm25-search/README.md b/tasks/rust-bm25-search/README.md
new file mode 100644
index 0000000..b1d68c6
--- /dev/null
+++ b/tasks/rust-bm25-search/README.md
@@ -0,0 +1,134 @@
+# Rust BM25 search
+
+This CPU task asks an agent to implement a complete Rust inverted index and
+BM25 searcher from the 8,841,823 raw MS MARCO Passage v1 passages. Generic crates
+are allowed; existing search engines and prebuilt indexes are not. A separate
+verifier recompiles the source, rebuilds an empty index, and evaluates all
+6,980 standard dev queries.
+
+**Contribution status: submitted for review; official asset pins pending.** The exact Pyserini
+quality floor has been measured, and an independently built author Rust
+implementation passed it on all dev queries (MRR@10 0.1872948219). A Harbor
+Oracle trial also passed the actual source-artifact transfer and independent
+verifier flow. An independent GPT-5.6 Sol / max trial through Codex collaboration
+also completed the full verifier: MRR@10 0.1839805908 falls just below the exact
+floor, so it earns zero. Frozen model and author sources were revalidated after
+review fixes; full outputs match their previous runs. Current timings and
+regression evidence are in [review-fixes-observation.json](authoring/review-fixes-observation.json).
+The coding trial used a context-free hosted agent with an isolated task container; Harbor's Codex API
+route remains untested because the API preflight found exhausted credits.
+Official asset publication and terms review remain necessary before merge. See
+[validation.md](authoring/validation.md) for the evidence and limitations.
+Author: MXueguang (`x93ma@edu.uwaterloo.ca`).
+
+The reference is Pyserini 1.4.0, BM25 k1=0.9, b=0.4, default English analysis,
+text only. It omits stored raw text, positions and document vectors. Its
+MRR@10 is exactly **3236243/17589600 = 0.18398616227770956**. The candidate must
+meet this exact floor, rather than a rounded 0.18 or 0.1840.
+
+For valid candidates, quality, hot batch time and index bytes have equal
+geometric weights, normalized as `U/(1+U)` with reference-equivalent score 0.5.
+Reference timing and disk are remeasured inside each verifier run, rather than
+copied from one author's hardware. Five fresh-process startup measurements,
+hot p50/p95, sequential QPS, build time and sampled process RSS are also
+reported. Cold means a new process with no query warmup, **without evicting the
+OS file cache**. QPS is concurrency-one throughput, not server saturation.
+RSS is diagnostic process memory, while the container cap includes children
+and page cache. These limitations are explicit in both instructions.
+
+Both phases use the shared CPU image, Rust 1.85.1 and the same offline Cargo
+lock. Resource envelope: 4 CPUs, 16 GiB memory, 64 GiB workspace, no network or
+GPU. Agent budget is 3 hours; compilation 10 minutes, index build 2 hours,
+individual requests 120 seconds and each warmup/measured batch 1 hour. These
+are engineering budgets to validate with a real model, not universal claims
+about hardware performance. The host needs Linux Landlock ABI 1 or newer and
+seccomp filters; root-owned files additionally enforce read-only search on older ABIs.
+
+Only `/app/submission` transfers to the verifier. Candidate code runs as UID
+10001, separate from root-owned tests, qrels and reward files. Search is
+restricted to its immutable index, binary and system libraries. Source-only
+recompilation and these controls support the contract; they do not replace
+review that the implementation is actually self-built BM25 and contains no
+hard-coded answers. No API or model judge is part of deterministic grading.
+All candidate phases block persistent IPC, kernel keyrings and extended-attribute
+access, including through io_uring. Index files, directories and the root must
+have no extended attributes. These checks prevent IPC and xattr payloads from
+bypassing the measured index-file bytes.
+
+## Restore and check
+
+From the repository root, with the host dependencies documented by the repo:
+
+```bash
+python scripts/download_assets.py --task rust-bm25-search
+python scripts/download_assets.py --task rust-bm25-search --verify-only
+python -m unittest discover -s tasks/rust-bm25-search/authoring -p 'test_*.py'
+python scripts/check_tasks.py tasks/rust-bm25-search
+python scripts/check_release.py
+docker build -t search-swe-local:rust-bm25-agent tasks/rust-bm25-search/environment
+docker build -t search-swe-local:rust-bm25-verifier tasks/rust-bm25-search/tests
+docker run --rm --network none --cpus 4 --memory 16g --memory-swap 16g --pids-limit 256 \
+  --mount "type=bind,source=$PWD/tasks/rust-bm25-search/authoring/check_persistent_state.py,target=/check.py,readonly" \
+  search-swe-local:rust-bm25-verifier python /check.py
+```
+
+The data manifest currently pins existing Tevatron repositories. No upload
+has been made. Hidden queries/qrels are small files in `tests/data`, with
+immutable source URLs and fingerprints. Restore them if necessary using
+`python tasks/rust-bm25-search/authoring/prepare_queries.py`. Input terms and
+toolchain provenance are in [SOURCES.md](authoring/SOURCES.md). Official
+publication must preserve applicable MS MARCO/TREC terms and use the reviewed
+`search-swe/Search-SWE` task path before merge.
+
+## Reproduce the reference
+
+The author wrappers invoke the same trusted converter and reference code used
+by the verifier. Create fresh output paths; these commands refuse to overwrite
+existing indexes or measurements. The measured reference is recorded in
+[reference-observation.json](authoring/reference-observation.json); its timing
+is a local observation, not a portable threshold.
+
+```bash
+python tasks/rust-bm25-search/authoring/prepare_corpus.py \
+  --corpus tasks/rust-bm25-search/data/corpus.jsonl.gz \
+  --output tasks/rust-bm25-search/authoring/output/collection
+```
+
+Run these commands inside the pinned verifier image with the task mounted at
+`/task-package`, 4 CPUs, 16 GiB memory, no network, and a hostname resolvable
+through `/etc/hosts`. No API credential is needed:
+
+```bash
+python /task-package/authoring/reference.py build \
+  --collection /task-package/authoring/output/collection \
+  --index /task-package/authoring/output/reference-index --threads 4
+python /task-package/authoring/reference.py measure \
+  --index /task-package/authoring/output/reference-index \
+  --queries /task-package/tests/data/dev.queries.jsonl \
+  --qrels /task-package/tests/data/dev.qrels.tsv \
+  --warmup /task-package/data/warmup.jsonl.gz \
+  --output /task-package/authoring/output/reference-measurement
+```
+
+Pyserini 1.4.0 imports optional encoder modules alongside LuceneSearcher; one
+constructs an unused OpenAI client. The reference worker supplies a non-secret
+sentinel solely to satisfy that constructor. BM25 makes no API request and
+runs with networking disabled. Startup measurements include Python/JVM/module
+startup as well as index opening, as required by the process-cold definition.
+
+## Reviewed precedent and instruction audit
+
+The structural precedent is `tasks/sparse-retrieval-pruning`, reviewed on base
+commit `46197a43f8cbb364e72b6d63d5db873ae7d2cac8`. Reused patterns: CPU runtime,
+explicit source artifact, separate verifier, clean rebuild, unprivileged
+candidate and baseline-relative optimization behind a quality gate. Differences:
+raw text and complete Rust BM25 indexing, standard passage dev MRR, measured
+Pyserini reference, startup measurements and disk in the objective. None of
+that task's data IDs, thresholds, resource/API policies or author fields was
+copied. This draft deliberately needs no trajectory-judge API.
+
+The structured contract is [raw-instruction.md](raw-instruction.md). The
+agent-facing [instruction.md](instruction.md) is a prose rewrite; the mapping
+and review boundaries are in [instruction-equivalence.md](authoring/instruction-equivalence.md).
+Author candidates, full indexes and trial logs live in ignored local paths;
+they are not included in the agent image or a public solution directory.
diff --git a/tasks/rust-bm25-search/assets.json b/tasks/rust-bm25-search/assets.json
new file mode 100644
index 0000000..0c7f4be
--- /dev/null
+++ b/tasks/rust-bm25-search/assets.json
@@ -0,0 +1,27 @@
+{
+  "schema_version": 1,
+  "files": [
+    {
+      "path": "data/corpus.jsonl.gz",
+      "size_bytes": 1118496727,
+      "sha256": "634543cee77a992613bbf32d0aa4863659dffd064c405f062454400aa80aea3f",
+      "source": {
+        "repo_id": "Tevatron/msmarco-passage-corpus",
+        "repo_type": "dataset",
+        "revision": "21a2e1a8c6e7b1747c92f82cd2259a97077dc48d",
+        "filename": "corpus.jsonl.gz"
+      }
+    },
+    {
+      "path": "data/warmup.jsonl.gz",
+      "size_bytes": 1492,
+      "sha256": "331e829922e2bd8ee1f01766fb7253c0d672ef79498011e91ad5e3e93f17a54a",
+      "source": {
+        "repo_id": "Tevatron/msmarco-passage",
+        "repo_type": "dataset",
+        "revision": "330a160b40a739d4c07d52c7ce562e2c549214c0",
+        "filename": "dl20.jsonl.gz"
+      }
+    }
+  ]
+}
diff --git a/tasks/rust-bm25-search/authoring/SOURCES.md b/tasks/rust-bm25-search/authoring/SOURCES.md
new file mode 100644
index 0000000..3b19871
--- /dev/null
+++ b/tasks/rust-bm25-search/authoring/SOURCES.md
@@ -0,0 +1,45 @@
+# Input and tool provenance
+
+The fixed runtime inputs are listed with exact sizes, SHA-256 digests and
+immutable HF commits in `../assets.json`. The corpus is the existing
+`Tevatron/msmarco-passage-corpus` mirror, revision
+`21a2e1a8c6e7b1747c92f82cd2259a97077dc48d`. The 54 DL20 query texts come from
+`Tevatron/msmarco-passage`, revision
+`330a160b40a739d4c07d52c7ce562e2c549214c0`. No new public upload was made.
+
+The corpus gzip was hashed locally and all 8,841,823 unique canonical IDs were
+checked during conversion. Only the `text` field is indexed; the mirror's
+additional `title` field is deliberately excluded. The query split was checked
+for overlap by query ID and normalized text.
+
+Verifier-only dev topics and qrels originate in `castorini/anserini-tools`,
+commit `8f1bc80988c2483d9519bc2519862b54ab730986`. Exact source URLs, source
+hashes and the derived query-file hash are in `../tests/data/sources.json`.
+`prepare_queries.py` restores them without accessing a mutable branch. The
+small verifier inputs are included only in the verifier image; they are not
+mounted in the agent environment.
+
+MS MARCO is a Microsoft dataset. Its official
+[dataset page and terms](https://microsoft.github.io/msmarco/Datasets#terms-and-conditions),
+checked on 2026-10-11, restrict use to non-commercial research and say that
+availability does not extend a license or other intellectual-property rights.
+The page separately licenses repository documentation and code; those notices
+do not establish a redistribution grant for the underlying passages. Tevatron
+mirroring does not establish new redistribution rights either. Maintainers must
+resolve the applicable MS MARCO/TREC terms and the proposed official mirror
+before publication. No new dataset license or redistribution grant is asserted
+here. The dataset page requests citation of the
+[MS MARCO dataset paper](https://arxiv.org/abs/1611.09268).
+
+Both images use `docker.io/hanhainebula/search-swe-base:cpu-py3.12-1.0.0`.
+The locally inspected base digest is
+`sha256:1350a3043b3c49388b48dd5a0c2e3d91e9071f87359dbe63a2c26f055acb0cd2`.
+It supplies Pyserini 1.4.0 and Java 21. The Rust 1.85.1 distribution's source
+URL and verified checksum are in the two matching `install-rust.sh` files.
+Cargo.lock pins every dependency by version and registry checksum. The agent
+and verifier use the same toolchain/cache seed.
+
+`reference-observation.json` records the full local baseline run and its
+input hashes. `../tests/reference-quality.json` pins its exact quality result,
+not its host-specific timings. Each valid candidate verifier run rebuilds and
+measures the reference again on the same container resource profile.
diff --git a/tasks/rust-bm25-search/authoring/check_isolation.py b/tasks/rust-bm25-search/authoring/check_isolation.py
new file mode 100644
index 0000000..9bed9bb
--- /dev/null
+++ b/tasks/rust-bm25-search/authoring/check_isolation.py
@@ -0,0 +1,64 @@
+#!/usr/bin/env python3
+"""Run inside a disposable verifier image; never execute on the host."""
+
+import json
+import os
+import subprocess
+import sys
+from pathlib import Path
+
+PROBE = r'''
+use std::fs::{self,OpenOptions};
+fn main() {
+    assert!(fs::read("/tests/data/dev.qrels.tsv").is_err(), "hidden labels readable");
+    assert!(fs::write("/logs/verifier/reward.txt", b"1").is_err(), "reward writable");
+    if std::env::args().nth(1).unwrap()=="search" {
+        assert_eq!(fs::read("/work/index/probe").unwrap(), b"index");
+        assert!(fs::read("/task/data/corpus.jsonl.gz").is_err(), "raw corpus readable in search");
+        assert!(fs::read("/tmp/outside-index").is_err(), "outside cache readable");
+        assert!(OpenOptions::new().write(true).truncate(true).open("/work/index/probe").is_err(), "index truncatable");
+        assert!(fs::write("/tmp/new-cache", b"cached").is_err(), "persistent cache writable");
+    } else {
+        assert!(fs::read("/task/data/corpus.jsonl.gz").is_ok(), "corpus not readable when indexing");
+        fs::write("/work/index/probe",b"index").unwrap();
+    }
+    println!("isolation probe passed");
+}
+'''
+
+
+def main():
+    if os.geteuid() != 0 or not Path("/.dockerenv").exists():
+        raise RuntimeError("Use a fresh disposable verifier container")
+    sys.path.insert(0, "/tests")
+    from grader import ENV, kill_submission_processes
+    Path("/work").mkdir(mode=0o711)
+    for name in ["index", "tmp"]:
+        path = Path("/work") / name
+        path.mkdir()
+        os.chown(path, 10001, 10001)
+    Path("/logs/verifier").mkdir(parents=True, mode=0o700)
+    Path("/logs/verifier/reward.txt").write_text("0\n")
+    Path("/task/data").mkdir(parents=True, exist_ok=True)
+    Path("/task/data/corpus.jsonl.gz").write_bytes(b"fixture corpus")
+    Path("/tmp/outside-index").write_text("cached state")
+    Path("/tmp/probe.rs").write_text(PROBE)
+    subprocess.run(["/opt/rust/bin/rustc", "/tmp/probe.rs", "-o", "/work/bm25-search"], check=True)
+    os.chmod("/work/bm25-search", 0o555)
+    for mode in ["index", "search"]:
+        if mode == "search":
+            os.chown("/work/index", 0, 0)
+            os.chown("/work/index/probe", 0, 0)
+            os.chmod("/work/index", 0o555)
+            os.chmod("/work/index/probe", 0o444)
+        try:
+            subprocess.run([sys.executable, "/tests/isolate.py", mode, "/work/bm25-search", mode],
+                           check=True, timeout=20, env=ENV)
+        finally:
+            kill_submission_processes()
+    assert Path("/logs/verifier/reward.txt").read_text() == "0\n"
+    print(json.dumps({"index_and_search_isolation": "passed", "reward_unchanged": True}))
+
+
+if __name__ == "__main__":
+    main()
diff --git a/tasks/rust-bm25-search/authoring/check_negative_containers.py b/tasks/rust-bm25-search/authoring/check_negative_containers.py
new file mode 100644
index 0000000..ab00a4e
--- /dev/null
+++ b/tasks/rust-bm25-search/authoring/check_negative_containers.py
@@ -0,0 +1,64 @@
+#!/usr/bin/env python3
+"""Exercise fail-closed grading in fresh disposable verifier containers."""
+
+import argparse
+import json
+import shutil
+import subprocess
+from pathlib import Path
+
+TASK = Path(__file__).resolve().parents[1]
+BAD_PROTOCOL = r'''
+use std::{env,fs,io::{self,BufRead}};
+fn main() {
+    let args: Vec<String> = env::args().collect();
+    if args[1]=="index" {
+        let p=args.iter().position(|x|x=="--index").unwrap();
+        fs::write(format!("{}/artifact",args[p+1]),b"invalid fixture").unwrap();
+    } else {
+        for _ in io::stdin().lock().lines() {println!("not a JSON response");}
+    }
+}
+'''
+
+
+def main():
+    parser = argparse.ArgumentParser(description=__doc__)
+    parser.add_argument("--output", type=Path, required=True)
+    parser.add_argument("--image", default="search-swe-local:rust-bm25-verifier")
+    parser.add_argument("--sudo", action="store_true")
+    parser.add_argument("--case", action="append", choices=["missing", "malformed-manifest", "command-failure", "malformed-response"])
+    args = parser.parse_args()
+    root = args.output.resolve()
+    root.mkdir(parents=True, exist_ok=False)
+    docker = ["sudo", "-n", "docker"] if args.sudo else ["docker"]
+    records = []
+    for case in args.case or ["missing", "malformed-manifest", "command-failure", "malformed-response"]:
+        source, logs = root / case / "source", root / case / "logs"
+        logs.mkdir(parents=True)
+        if case == "missing":
+            source.mkdir()
+        else:
+            shutil.copytree(TASK / "environment/starter", source)
+            if case == "malformed-manifest":
+                (source / "Cargo.toml").write_text("package = []\n")
+            if case == "malformed-response":
+                (source / "src/main.rs").write_text(BAD_PROTOCOL)
+        command = [*docker, "run", "--rm", "--network", "none", "--cpus", "4",
+                   "--memory", "16g", "--memory-swap", "16g", "--pids-limit", "256",
+                   "-v", f"{source}:/app/submission:ro",
+                   "-v", f"{TASK / 'data'}:/task/data:ro",
+                   "-v", f"{logs}:/logs/verifier", args.image, "bash", "/tests/test.sh"]
+        completed = subprocess.run(command, capture_output=True, text=True, timeout=900)
+        (root / case / "container.log").write_text(completed.stdout + completed.stderr)
+        report = json.loads((logs / "report.json").read_text())
+        assert completed.returncode == 0, (case, completed.returncode)
+        assert report["status"] == "invalid_submission", (case, report)
+        assert float((logs / "reward.txt").read_text()) == 0, (case, report)
+        records.append({"case": case, "status": report["status"], "error": report["error"], "reward": 0})
+        print(json.dumps(records[-1]), flush=True)
+    (root / "summary.json").write_text(json.dumps(records, indent=2) + "\n")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/tasks/rust-bm25-search/authoring/check_persistent_state.py b/tasks/rust-bm25-search/authoring/check_persistent_state.py
new file mode 100644
index 0000000..4b163aa
--- /dev/null
+++ b/tasks/rust-bm25-search/authoring/check_persistent_state.py
@@ -0,0 +1,171 @@
+#!/usr/bin/env python3
+"""Real IPC/xattr regressions; run only in a fresh disposable verifier container.
+
+Use --expect-vulnerable solely as a negative control against the old image.
+No corpus, model source or hidden query is used by these probes.
+"""
+
+import argparse
+import ctypes
+import json
+import os
+import subprocess
+import sys
+from pathlib import Path
+
+PROBE = r'''
+use std::{env, fs, process::Command};
+use std::os::unix::process::ExitStatusExt;
+extern "C" {
+    fn shmget(key: i32, size: usize, flags: i32) -> i32;
+    fn shmat(id: i32, addr: *const u8, flags: i32) -> *mut u8;
+    fn shmdt(addr: *const u8) -> i32;
+    fn getxattr(path: *const u8, name: *const u8, out: *mut u8, size: usize) -> isize;
+    fn syscall(number: i64, ...) -> i64;
+    fn __errno_location() -> *mut i32;
+}
+fn denied(value: i64) {
+    assert_eq!(value, -1, "operation unexpectedly allowed");
+    assert_eq!(unsafe { *__errno_location() }, 1, "expected EPERM");
+}
+fn main() {
+    let args: Vec<String> = env::args().collect();
+    if args[1] == "compat" {
+        // A harmless i386 getpid must not bypass the native syscall filter.
+        unsafe { core::arch::asm!("int 0x80", inlateout("eax") 20u32 => _, options(nostack)); }
+        return;
+    }
+    let legacy = args[2] == "legacy";
+    if !legacy {
+        // Valid create calls: these would actually allocate persistent objects.
+        denied(unsafe { shmget(0, 4096, 0o1600) } as i64);
+        denied(unsafe { syscall(64, 0i64, 1i64, 0o1600i64) }); // semget
+        denied(unsafe { syscall(68, 0i64, 0o1600i64) }); // msgget
+        denied(unsafe { syscall(240, b"bm25-probe\0".as_ptr(), 0o102i64, 0o600i64, 0i64) });
+        denied(unsafe { syscall(0x40000000 | 39) }); // x32 getpid
+        // No i386 child can escape after fork + exec either.
+        let status = Command::new(&args[0]).arg("compat").status().unwrap();
+        assert_eq!(status.signal(), Some(31), "compatibility ABI must be killed");
+        // The filter also follows ordinary Rust worker threads.
+        std::thread::spawn(|| denied(unsafe { shmget(0, 4096, 0o1600) } as i64)).join().unwrap();
+        for number in [191, 194, 248, 249, 250, 425, 426, 427, 463, 464, 465, 466] {
+            denied(unsafe { syscall(number, 0i64, 0i64, 0i64, 0i64, 0i64, 0i64) });
+        }
+    }
+    if args[1] == "compile" { return; }
+    if args[1] == "index" {
+        fs::write("/work/index/marker", b"x").unwrap();
+        if legacy {
+            let id = unsafe { shmget(0, 4096, 0o1600) };
+            assert!(id >= 0);
+            let ptr = unsafe { shmat(id, std::ptr::null(), 0) };
+            assert_ne!(ptr as isize, -1);
+            unsafe { std::ptr::write_bytes(ptr, 42, 4096); assert_eq!(shmdt(ptr), 0); }
+            println!("{id}");
+        }
+        return;
+    }
+    // Both fresh search processes must still reconstruct ordinary index state.
+    assert_eq!(fs::read("/work/index/marker").unwrap(), b"x");
+    let id = args[3].parse().unwrap();
+    let ptr = unsafe { shmat(id, std::ptr::null(), 0) };
+    if legacy {
+        assert_ne!(ptr as isize, -1);
+        assert!(unsafe { std::slice::from_raw_parts(ptr, 4096) }.iter().all(|&x| x == 42));
+        assert_eq!(unsafe { shmdt(ptr) }, 0);
+    } else { denied(ptr as i64); }
+    let mut bytes = [0u8; 2048];
+    // Outside-index metadata needs syscall confinement as well as index checks.
+    let length = unsafe { getxattr(b"/tmp/bm25-xattr\0".as_ptr(),
+        b"user.hidden\0".as_ptr(), bytes.as_mut_ptr(), bytes.len()) };
+    if legacy { assert_eq!(length, 2048); assert_eq!(bytes, [42; 2048]); }
+    else { denied(length as i64); }
+}
+'''
+
+
+def main():
+    parser = argparse.ArgumentParser(description=__doc__)
+    parser.add_argument("--expect-vulnerable", action="store_true")
+    legacy = parser.parse_args().expect_vulnerable
+    if os.geteuid() != 0 or not Path("/.dockerenv").exists():
+        raise RuntimeError("Use a fresh disposable verifier container, never the host")
+    sys.path.insert(0, "/tests")
+    from benchmark import index_bytes
+    from grader import ENV, kill_submission_processes, own_tree
+
+    Path("/work").mkdir(mode=0o711)
+    index = Path("/work/index")
+    index.mkdir()
+    os.chown(index, 10001, 10001)
+    Path("/tmp/probe.rs").write_text(PROBE)
+    binary = "/work/bm25-search"
+    subprocess.run(["/opt/rust/bin/rustc", "/tmp/probe.rs", "-o", binary], check=True)
+    os.chmod(binary, 0o555)
+    outside = Path("/tmp/bm25-xattr")
+    outside.write_bytes(b"x")
+    os.setxattr(outside, "user.hidden", bytes([42]) * 2048)
+    os.chmod(outside, 0o444)
+
+    def run(mode, *extra):
+        try:
+            return subprocess.run([sys.executable, "/tests/isolate.py", mode, binary, mode,
+                                   "legacy" if legacy else "blocked", *extra],
+                                  check=True, text=True, capture_output=True, env=ENV, timeout=20)
+        except subprocess.CalledProcessError as error:
+            print(error.stderr, file=sys.stderr)
+            raise
+        finally:
+            kill_submission_processes()
+
+    libc = ctypes.CDLL(None, use_errno=True)
+    shm_id = None
+    try:
+        if not legacy:
+            run("compile")
+        result = run("index")  # indexer exits; cleanup cannot remove SysV state
+        assert index_bytes(index) == 1
+        own_tree(index, 0, readonly=True)
+        if legacy:
+            shm_id = int(result.stdout)
+        else:
+            # A pre-existing readable segment must also be inaccessible.
+            shm_id = libc.shmget(0, 4096, 0o1666)
+            assert shm_id >= 0, ctypes.get_errno()
+        for _ in range(2):
+            run("search", str(shm_id))
+        (index / "nested").mkdir()
+        for path in [index, index / "nested", index / "marker"]:
+            os.setxattr(path, "user.hidden", bytes([42]) * 2048)
+            own_tree(index, 0, readonly=True)
+            try:
+                if legacy:
+                    assert index_bytes(index) == 1
+                else:
+                    try:
+                        index_bytes(index)
+                    except ValueError as error:
+                        assert "extended attributes" in str(error)
+                    else:
+                        raise AssertionError(f"Uncounted xattr accepted: {path}")
+            finally:
+                os.removexattr(path, "user.hidden")
+        print(json.dumps({"expected_vulnerable": legacy, "index_bytes": 1,
+                          "shared_memory_bytes": 4096, "fresh_search_processes": 2,
+                          "xattr_payload_bytes": 2048, "xattr_locations": ["root", "directory", "file"],
+                          "persistent_state_regression": "passed"}))
+    finally:
+        kill_submission_processes()
+        if shm_id is not None:
+            if legacy:
+                # The old indexer owns this object. Drop to its UID to remove it.
+                subprocess.run([sys.executable, "-c", "import ctypes,os,sys; os.setgroups([]); "
+                                "os.setgid(10001); os.setuid(10001); "
+                                "assert ctypes.CDLL(None).shmctl(int(sys.argv[1]),0,None)==0", str(shm_id)],
+                               check=True)
+            else:
+                assert libc.shmctl(shm_id, 0, None) == 0
+
+
+if __name__ == "__main__":
+    main()
diff --git a/tasks/rust-bm25-search/authoring/harbor-observation.json b/tasks/rust-bm25-search/authoring/harbor-observation.json
new file mode 100644
index 0000000..040b92f
--- /dev/null
+++ b/tasks/rust-bm25-search/authoring/harbor-observation.json
@@ -0,0 +1,353 @@
+{
+  "status": "ok",
+  "reward": 0.37928350345063233,
+  "weights": {
+    "quality": 1.0,
+    "time": 1.0,
+    "disk": 1.0
+  },
+  "compile_seconds": 19.27219122205861,
+  "build_seconds": 307.62741255096626,
+  "index_bytes": 696567340,
+  "query_count": 6980,
+  "warmup_query_count": 54,
+  "warm_seconds": 111.09249757498037,
+  "warm_qps": 62.83052548430594,
+  "warm_latency_p50_seconds": 0.013405948062427342,
+  "warm_latency_p95_seconds": 0.036263389978557825,
+  "cold_start_to_first_result_seconds": [
+    0.4266467710258439,
+    0.43927303107921034,
+    0.4427492320537567,
+    0.4343860660446808,
+    0.45722086098976433
+  ],
+  "cold_start_p50_seconds": 0.43927303107921034,
+  "cold_start_p95_seconds": 0.45722086098976433,
+  "cold_samples": 5,
+  "cache_policy": "new process; no query warmup; OS file cache is not evicted",
+  "sampled_search_process_peak_rss_kib": 790820,
+  "rss_scope": "search process only; excludes unmapped page cache and child processes",
+  "request_concurrency": 1,
+  "quality": {
+    "mrr_at_10": 0.18729482194023742,
+    "mrr_numerator": 366049,
+    "mrr_denominator": 1954400,
+    "query_count": 6980,
+    "answered_query_count": 6980,
+    "complete": true
+  },
+  "reference": {
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+    "warmup_query_count": 54,
+    "warm_seconds": 26.27071867592167,
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+    "warm_latency_p50_seconds": 0.0022376528941094875,
+    "warm_latency_p95_seconds": 0.011670010047964752,
+    "cold_start_to_first_result_seconds": [
+      6.3021055839490145,
+      6.079806301975623,
+      6.087979068048298,
+      6.128875539987348,
+      6.168054393026978
+    ],
+    "cold_start_p50_seconds": 6.128875539987348,
+    "cold_start_p95_seconds": 6.3021055839490145,
+    "cold_samples": 5,
+    "cache_policy": "new process; no query warmup; OS file cache is not evicted",
+    "sampled_search_process_peak_rss_kib": 1440332,
+    "rss_scope": "search process only; excludes unmapped page cache and child processes",
+    "request_concurrency": 1,
+    "schema_version": 1,
+    "scope": "full",
+    "reference": {
+      "pyserini": "1.4.0",
+      "k1": 0.9,
+      "b": 0.4,
+      "top_k": 10
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+      "mrr_denominator": 17589600,
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+      "complete": true
+    },
+    "index_bytes": 660157062,
+    "document_count": 8841823,
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+    "reference_build": {
+      "command": [
+        "/opt/conda/bin/python",
+        "-m",
+        "pyserini.index.lucene",
+        "--collection",
+        "JsonCollection",
+        "--input",
+        "/work/reference/collection",
+        "--index",
+        "/work/reference/index",
+        "--generator",
+        "DefaultLuceneDocumentGenerator",
+        "--threads",
+        "4"
+      ],
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+      "build_max_rss_kib": 2918392,
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+      "pyserini_version": "1.4.0",
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+        "title_field_indexed": false,
+        "conversion_seconds": 80.86205561796669,
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+      "stored_docvectors": false
+    },
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+  },
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+  "validation": {
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+    "base_revision": "46197a43f8cbb364e72b6d63d5db873ae7d2cac8",
+    "harbor_version": "0.22.0",
+    "agent": "oracle",
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+    "reasoning_effort": null,
+    "judge": "none; deterministic grading",
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+    "job_finished_at": "2026-10-11T16:10:49.930542",
+    "trial_finished_at": "2026-10-11T20:10:49.927595Z",
+    "n_total_trials": 1,
+    "terminal_counts": {
+      "n_completed_trials": 1,
+      "n_errored_trials": 0,
+      "n_running_trials": 0,
+      "n_pending_trials": 0
+    },
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+      "environment/docker-compose.yaml": "c1e48582a25e91c274432103bc431b31a05bf7f519d71491dd82aff37df4c192",
+      "environment/docs/available_resources.md": "b40fc825d1e4f8a81d4cd21fc4c8e7dd3404de36e898e67f48bd23e7f8e139e8",
+      "environment/docs/environment.md": "09f112fd03aee1ad88627896cdd7fcd6a39a9ed4bd3110aee52133421a314765",
+      "environment/install-rust.sh": "0c8a93508f19fe1608c27224f0ee1bd31e67ad7cb483abdf4e7cf218580be20d",
+      "environment/smoke.py": "680c17ddf22bf7cd111645309963460608fb86c5dcc135ee885310f5774a7d36",
+      "environment/starter/Cargo.lock": "f0a47855447f5a3e2ee42ea53adc4cd2f1438c1b9b015a459d80310b3ef7157a",
+      "environment/starter/Cargo.toml": "21bcf9dd8b20e512b4cf5c490bc7124f67c00382799998279d00876a18b66b18",
+      "environment/starter/src/main.rs": "2d007b77608cd53984bcffae8d042f80ffe61d8aa14def3e094fad4f0dccb21b",
+      "instruction.md": "9f566cfdd7465d093da2c619a0d2ad6936ad39dcdbad0a630193b52328de8b62",
+      "raw-instruction.md": "cd859aac8edb1f3e1574756ccfc6109af8231d7b1b25d69338d3e1ffd52eba5f",
+      "task.toml": "46b4ee6f8c1dbaf6e250842f7cdd3217fa9b930f44d29a5323c06fabb0f80a00",
+      "tests/.dockerignore": "6feaded4e28ea86e001a6751b4e3d960e8b7c31b9616ff9936b79297086e809b",
+      "tests/Dockerfile": "59a049dbba4885f2cd15e17f227abddc6c1e788a4a0e62e912caa33a8be68026",
+      "tests/benchmark.py": "693a04c471f7188cca41471e557d76deea90a54279ab31e86f9b856e4e5ea387",
+      "tests/data/dev.qrels.tsv": "34ef51a24e049b3dd19b0a448b764f26b0def22ec42f421ecba2db91f82e7042",
+      "tests/data/dev.queries.jsonl": "1a271ae784b2f518c42902fcb38a53331e19a13ea58edb9996f6e070e14ec174",
+      "tests/data/sources.json": "2f3455950563937209576181423efc26a522ffddec674ccea87d3336240bfed2",
+      "tests/docker-compose.yaml": "3d7ab19438f87d2683903bece00eda93201182173f3d4c47b4055b02aa2b8a27",
+      "tests/evaluate.py": "9ad06bc52e2cdb220e87efe4f945ffbb48a7886719d817b4044f7eb95ca1e6bb",
+      "tests/grader.py": "a50673318259d517a1f287cf8cf73106e7690eb0549c6a2761c464faddbf2009",
+      "tests/install-rust.sh": "0c8a93508f19fe1608c27224f0ee1bd31e67ad7cb483abdf4e7cf218580be20d",
+      "tests/isolate.py": "a7f35243a58a4579e940ad480492837a878468b6a236d4180da223c8659ae615",
+      "tests/prepare_corpus.py": "2a3aebcb3f9464bd4cd3ba57fa29d795609eaf0551116e56b128aa8c8ed8f8a3",
+      "tests/reference-quality.json": "3e29dc6a341683286b9a690e19ea0f3dd33772e1b5e1a22bdef85700f30cf9fd",
+      "tests/reference.py": "af6be1ac60a9767a38f617ff4bce936a3c30878053647fdc833359b799b2a5f4",
+      "tests/reference_worker.py": "cd2484b9923f93557bdf096334cb5977234e4d567545c5d159015bb1aa8b759a",
+      "tests/test.sh": "1e8a0fdfbb677a72067a468748e36693028932b45d85fd08d89405dcf1c2abe0",
+      "tests/toolchain/Cargo.lock": "f0a47855447f5a3e2ee42ea53adc4cd2f1438c1b9b015a459d80310b3ef7157a",
+      "tests/toolchain/Cargo.toml": "21bcf9dd8b20e512b4cf5c490bc7124f67c00382799998279d00876a18b66b18",
+      "tests/toolchain/src/main.rs": "2d007b77608cd53984bcffae8d042f80ffe61d8aa14def3e094fad4f0dccb21b"
+    },
+    "post_launch_guard": {
+      "changes": {
+        "tests/grader.py": {
+          "full_harbor_run_sha256": "c9dcb9d3cf28fa5c84abff5166d4c62d92dd68ba1f2df2f1e952418e84fb85da",
+          "final_source_sha256": "a50673318259d517a1f287cf8cf73106e7690eb0549c6a2761c464faddbf2009"
+        }
+      },
+      "reason": "Reject non-table Cargo package fields as invalid submissions instead of raising AttributeError. Valid Rust compilation, indexing, retrieval, measurement and reward are unchanged.",
+      "validation": {
+        "unit_tests": 17,
+        "container_case": "malformed-manifest",
+        "container_status": "invalid_submission",
+        "container_reward": 0,
+        "final_verifier_image": "sha256:b96b3a9395d2b4c865b95627cfd09a8ece576ea64e7f09c03f6e23b4fc56e28c"
+      }
+    },
+    "source_artifact_sha256": {
+      "Cargo.toml": "21bcf9dd8b20e512b4cf5c490bc7124f67c00382799998279d00876a18b66b18",
+      "Cargo.lock": "f0a47855447f5a3e2ee42ea53adc4cd2f1438c1b9b015a459d80310b3ef7157a",
+      "src/main.rs": "19d63ccfe98f5a71a9ae460cc54cbcbf3058f5af39ef2a04b0e32bfe3b4dc04e"
+    },
+    "result_jsonl_sha256": "c8483498457948202f20419ac78dd9fb18933a741803efc94c66cc00ef06baab",
+    "matches_both_previous_manual_runs": true,
+    "resource_profile": {
+      "cpus": 4.0,
+      "memory_bytes": 17179869184,
+      "memory_swap_bytes": 17179869184,
+      "pids_limit": 256,
+      "network_policy": "no-network; Harbor egress-control sidecar namespace"
+    },
+    "attempts": [
+      {
+        "name": "oracle-01",
+        "status": "infrastructure_failure",
+        "cause": "Local sudo wrapper dropped Compose infrastructure variables; fixed with a scoped preserve list."
+      },
+      {
+        "name": "oracle-02",
+        "status": "infrastructure_failure",
+        "cause": "Task verifier hostname/extra_hosts conflicted with Harbor network namespace sharing; fixed in Compose and test startup."
+      },
+      {
+        "name": "oracle-03",
+        "status": "completed",
+        "quality_pass": true
+      }
+    ],
+    "model_validation_status": "not run; submitted with author-implementation and Harbor Oracle evidence for maintainer review",
+    "post_validation_metadata_changes": {
+      "task.toml": {
+        "previous_sha256": "2bffc32daab80852f9db5fed1fb5c618cfb20f26ad3bea5d453999d57b906235",
+        "final_sha256": "46b4ee6f8c1dbaf6e250842f7cdd3217fa9b930f44d29a5323c06fabb0f80a00",
+        "reason": "Set the contributor-requested name and email: MXueguang <x93ma@edu.uwaterloo.ca>. Resource limits, artifact contract, prompt and scoring are unchanged."
+      }
+    }
+  }
+}
diff --git a/tasks/rust-bm25-search/authoring/instruction-equivalence.md b/tasks/rust-bm25-search/authoring/instruction-equivalence.md
new file mode 100644
index 0000000..3b7a382
--- /dev/null
+++ b/tasks/rust-bm25-search/authoring/instruction-equivalence.md
@@ -0,0 +1,31 @@
+# Instruction equivalence review
+
+Reviewed `raw-instruction.md` against `instruction.md`. The latter is the sole
+agent-facing request and uses connected prose without headings, lists, tables
+or fenced code. No hidden query, qrel, retrieval answer or author solution is
+exposed in either instruction.
+
+| Structured source | Request paragraphs | Implementation/evidence |
+|---|---|---|
+| Work need and engineering objective | 1 | `tests/evaluate.py:tradeoff_reward` |
+| Corpus, text-only field, IDs, warmup, held-out split, terms | 2 | Asset pins; converter ID/count audit; overlap check |
+| Hardware, budgets, toolchain, offline starter and optional toy check | 3 | Dockerfiles, Compose, task.toml, locked cache, `environment/smoke.py` |
+| Self-built Rust components and permitted generic crates | 4 | Source-only recompilation; author/source audit still required |
+| No engine, neural retrieval, external data or answer tables | 4 | Offline execution and filesystem controls; review remains necessary |
+| Artifact files, size/count, Cargo command and limits | 5 | `tests/grader.py:copy_source`, `build_submission` |
+| Empty index, full rebuild, time/disk/workspace limits, no xattrs on files/directories/root | 6 | `tests/grader.py:build_submission`, `tests/benchmark.py:index_bytes` |
+| Persistent JSONL, IDs, scores, ties, byte limits, EOF | 7 | `tests/benchmark.py`, `tests/evaluate.py` |
+| Unprivileged execution, index-only search and blocked persistent-state interfaces | 8 | `tests/isolate.py`, seccomp filter, root-owned input/index/log directories |
+| Pinned reference and exact MRR denominator/floor | 9 | `tests/reference-quality.json`, rational quality comparison |
+| Fresh cold processes, OS cache caveat, warmup, deadlines | 10 | `tests/benchmark.py:measure` |
+| Disk accounting, RSS scope, reported metrics, concurrency | 11 | `index_bytes`, controller timestamps and `/proc` samples |
+| Local reference, weights, formula and failure semantics | 12 | `tests/grader.py`, `tests/evaluate.py` |
+
+The cold definition is fresh-process/no-query-warmup, including process launch;
+it makes no promise of physical cold I/O. Quality is a hard exact gate. The
+draft uses equal quality/time/disk weights; cold and RSS remain explicit report
+fields, with runtime/resource bounds. Throughput is not counted twice.
+
+Some obligations require source/trajectory review: the implementation must
+actually be self-built Rust BM25, not hide an existing engine or hard-coded
+answers. A deterministic score alone cannot prove that provenance.
diff --git a/tasks/rust-bm25-search/authoring/known-good-observation.json b/tasks/rust-bm25-search/authoring/known-good-observation.json
new file mode 100644
index 0000000..432f8ea
--- /dev/null
+++ b/tasks/rust-bm25-search/authoring/known-good-observation.json
@@ -0,0 +1,259 @@
+{
+  "status": "ok",
+  "reward": 0.3767964882839702,
+  "weights": {
+    "quality": 1.0,
+    "time": 1.0,
+    "disk": 1.0
+  },
+  "compile_seconds": 19.27246336697135,
+  "build_seconds": 308.29686946293805,
+  "index_bytes": 696567340,
+  "query_count": 6980,
+  "warmup_query_count": 54,
+  "warm_seconds": 112.04593061690684,
+  "warm_qps": 62.29588135480909,
+  "warm_latency_p50_seconds": 0.013617557007819414,
+  "warm_latency_p95_seconds": 0.03639287408441305,
+  "cold_start_to_first_result_seconds": [
+    0.42053138196934015,
+    0.4286808690521866,
+    0.43139030202291906,
+    0.4452892820117995,
+    0.4524968520272523
+  ],
+  "cold_start_p50_seconds": 0.43139030202291906,
+  "cold_start_p95_seconds": 0.4524968520272523,
+  "cold_samples": 5,
+  "cache_policy": "new process; no query warmup; OS file cache is not evicted",
+  "sampled_search_process_peak_rss_kib": 790120,
+  "rss_scope": "search process only; excludes unmapped page cache and child processes",
+  "request_concurrency": 1,
+  "quality": {
+    "mrr_at_10": 0.18729482194023742,
+    "mrr_numerator": 366049,
+    "mrr_denominator": 1954400,
+    "query_count": 6980,
+    "answered_query_count": 6980,
+    "complete": true
+  },
+  "reference": {
+    "query_count": 6980,
+    "warmup_query_count": 54,
+    "warm_seconds": 25.700666244956665,
+    "warm_qps": 271.58829010394663,
+    "warm_latency_p50_seconds": 0.0021868409821763635,
+    "warm_latency_p95_seconds": 0.01142639690078795,
+    "cold_start_to_first_result_seconds": [
+      6.192289131926373,
+      6.050568872014992,
+      6.080838377005421,
+      6.086367544019595,
+      6.076939802034758
+    ],
+    "cold_start_p50_seconds": 6.080838377005421,
+    "cold_start_p95_seconds": 6.192289131926373,
+    "cold_samples": 5,
+    "cache_policy": "new process; no query warmup; OS file cache is not evicted",
+    "sampled_search_process_peak_rss_kib": 1441892,
+    "rss_scope": "search process only; excludes unmapped page cache and child processes",
+    "request_concurrency": 1,
+    "schema_version": 1,
+    "scope": "full",
+    "reference": {
+      "pyserini": "1.4.0",
+      "k1": 0.9,
+      "b": 0.4,
+      "top_k": 10
+    },
+    "quality": {
+      "mrr_at_10": 0.18398616227770956,
+      "mrr_numerator": 3236243,
+      "mrr_denominator": 17589600,
+      "query_count": 6980,
+      "answered_query_count": 6980,
+      "complete": true
+    },
+    "index_bytes": 659333387,
+    "document_count": 8841823,
+    "inputs": {
+      "queries_sha256": "1a271ae784b2f518c42902fcb38a53331e19a13ea58edb9996f6e070e14ec174",
+      "qrels_sha256": "34ef51a24e049b3dd19b0a448b764f26b0def22ec42f421ecba2db91f82e7042",
+      "warmup_sha256": "331e829922e2bd8ee1f01766fb7253c0d672ef79498011e91ad5e3e93f17a54a",
+      "corpus_sha256": "634543cee77a992613bbf32d0aa4863659dffd064c405f062454400aa80aea3f"
+    },
+    "runtime": {
+      "python": "3.12.14",
+      "platform": "Linux-5.15.0-1061-oracle-x86_64-with-glibc2.36",
+      "cpu_affinity": [
+        0,
+        1,
+        2,
+        3,
+        4,
+        5,
+        6,
+        7,
+        8,
+        9,
+        10,
+        11,
+        12,
+        13,
+        14,
+        15,
+        16,
+        17,
+        18,
+        19,
+        20,
+        21,
+        22,
+        23,
+        24,
+        25,
+        26,
+        27,
+        28,
+        29,
+        30,
+        31
+      ]
+    },
+    "reference_build": {
+      "command": [
+        "/opt/conda/bin/python",
+        "-m",
+        "pyserini.index.lucene",
+        "--collection",
+        "JsonCollection",
+        "--input",
+        "/work/reference/collection",
+        "--index",
+        "/work/reference/index",
+        "--generator",
+        "DefaultLuceneDocumentGenerator",
+        "--threads",
+        "4"
+      ],
+      "build_seconds": 96.2445133079309,
+      "build_max_rss_kib": 2794160,
+      "index_bytes": 659333387,
+      "pyserini_version": "1.4.0",
+      "collection": {
+        "schema_version": 1,
+        "corpus_sha256": "634543cee77a992613bbf32d0aa4863659dffd064c405f062454400aa80aea3f",
+        "document_count": 8841823,
+        "scope": "full",
+        "content_field": "text",
+        "title_field_indexed": false,
+        "conversion_seconds": 80.9190060129622,
+        "source_files": [
+          {
+            "name": "part-00.jsonl",
+            "size_bytes": 368375770,
+            "sha256": "e34c4e9e44bf5191422141496158addf4e5192e99b37923fbc9a4a3dc11830ca"
+          },
+          {
+            "name": "part-01.jsonl",
+            "size_bytes": 371692953,
+            "sha256": "0bfd39f7e176e3422707456e92131311311e2d7553fc389e9759a62349473f00"
+          },
+          {
+            "name": "part-02.jsonl",
+            "size_bytes": 369369292,
+            "sha256": "129e7a301c7620a5fb6d5feceabc238648056d373a0690f60647a7b5d5c2c4ac"
+          },
+          {
+            "name": "part-03.jsonl",
+            "size_bytes": 371006387,
+            "sha256": "dfbc10d22fbd69619512a6295424398d3f07f93d5f88d649db261aaca0c90f95"
+          },
+          {
+            "name": "part-04.jsonl",
+            "size_bytes": 371848112,
+            "sha256": "2403a2e8d68cb2d01bb2c8b9b02edde7316533eb35c38f7b1345845919207e02"
+          },
+          {
+            "name": "part-05.jsonl",
+            "size_bytes": 377446609,
+            "sha256": "c9e20010f36905c9ee9996e3043cb6e6617f4e4ce9e53e7a44641ded68f7db64"
+          },
+          {
+            "name": "part-06.jsonl",
+            "size_bytes": 393830108,
+            "sha256": "b342f8ec5823ced164ad54812eb37e0a8d0bf74f64dde06a402323f04b4fff11"
+          },
+          {
+            "name": "part-07.jsonl",
+            "size_bytes": 358329627,
+            "sha256": "3e9cfd30b19a2105721630f380767e0aa91f942d6b96062051eb0ec18939af10"
+          },
+          {
+            "name": "part-08.jsonl",
+            "size_bytes": 300773881,
+            "sha256": "795522170e3e5d2673e5e96de9891fc0ada6bc1f08dea0daaa0658b8e86cbb1b"
+          }
+        ]
+      },
+      "stored_raw": false,
+      "stored_positions": false,
+      "stored_docvectors": false
+    },
+    "scoring_status": "measurement only; production calibration remains separate"
+  },
+  "quality_pass": true,
+  "validation": {
+    "kind": "author-written Rust submission; not a configured coding-model trial",
+    "base_revision": "46197a43f8cbb364e72b6d63d5db873ae7d2cac8",
+    "full_run_verifier_image": "sha256:b3e94ebc39539de9e590b944fa0504a270d1f03e59fd22c0cfc46ae358f57899",
+    "full_run_source_sha256": {
+      "tests/benchmark.py": "693a04c471f7188cca41471e557d76deea90a54279ab31e86f9b856e4e5ea387",
+      "tests/evaluate.py": "9ad06bc52e2cdb220e87efe4f945ffbb48a7886719d817b4044f7eb95ca1e6bb",
+      "tests/grader.py": "836a1296768a614751c3569676afd6d5ddeede6d9192b1408bd7fc40e480dbac",
+      "tests/isolate.py": "a7f35243a58a4579e940ad480492837a878468b6a236d4180da223c8659ae615",
+      "tests/reference.py": "af6be1ac60a9767a38f617ff4bce936a3c30878053647fdc833359b799b2a5f4",
+      "tests/reference_worker.py": "cd2484b9923f93557bdf096334cb5977234e4d567545c5d159015bb1aa8b759a",
+      "tests/prepare_corpus.py": "2a3aebcb3f9464bd4cd3ba57fa29d795609eaf0551116e56b128aa8c8ed8f8a3",
+      "tests/reference-quality.json": "3e29dc6a341683286b9a690e19ea0f3dd33772e1b5e1a22bdef85700f30cf9fd",
+      "instruction.md": "9f566cfdd7465d093da2c619a0d2ad6936ad39dcdbad0a630193b52328de8b62",
+      "raw-instruction.md": "cd859aac8edb1f3e1574756ccfc6109af8231d7b1b25d69338d3e1ffd52eba5f",
+      "task.toml": "2bffc32daab80852f9db5fed1fb5c618cfb20f26ad3bea5d453999d57b906235",
+      "assets.json": "9924114a413ffb3e4925f601f9ebe09f8fed212262ad603ea0192d54e879211a"
+    },
+    "post_run_changes": [
+      "tests/grader.py"
+    ],
+    "post_run_validation": "grader.py only adds FileNotFoundError handling for removed compiler temporary files. Regression test and a fresh source compilation/expected index-command failure passed in the recorded image after the monitor fix.",
+    "author_source_sha256": "19d63ccfe98f5a71a9ae460cc54cbcbf3058f5af39ef2a04b0e32bfe3b4dc04e",
+    "result_jsonl_sha256": "c8483498457948202f20419ac78dd9fb18933a741803efc94c66cc00ef06baab",
+    "resource_profile": {
+      "cpus": 4,
+      "memory_bytes": 17179869184,
+      "memory_swap_bytes": 17179869184,
+      "pids_limit": 256,
+      "network": "none"
+    },
+    "coding_model": null,
+    "reasoning_effort": null,
+    "judge": "none; deterministic grading",
+    "harbor_model_trial": "not run; model/provider/credentials not configured",
+    "repeat_outputs_identical": true,
+    "verifier_image_after_monitor_fix": "sha256:ee5f3925ccf758a5756b4c6919230d8350dd41a4e431c1f77fccd0b915d5a929",
+    "source_sha256_after_monitor_fix": {
+      "tests/benchmark.py": "693a04c471f7188cca41471e557d76deea90a54279ab31e86f9b856e4e5ea387",
+      "tests/evaluate.py": "9ad06bc52e2cdb220e87efe4f945ffbb48a7886719d817b4044f7eb95ca1e6bb",
+      "tests/grader.py": "c9dcb9d3cf28fa5c84abff5166d4c62d92dd68ba1f2df2f1e952418e84fb85da",
+      "tests/isolate.py": "a7f35243a58a4579e940ad480492837a878468b6a236d4180da223c8659ae615",
+      "tests/reference.py": "af6be1ac60a9767a38f617ff4bce936a3c30878053647fdc833359b799b2a5f4",
+      "tests/reference_worker.py": "cd2484b9923f93557bdf096334cb5977234e4d567545c5d159015bb1aa8b759a",
+      "tests/prepare_corpus.py": "2a3aebcb3f9464bd4cd3ba57fa29d795609eaf0551116e56b128aa8c8ed8f8a3",
+      "tests/reference-quality.json": "3e29dc6a341683286b9a690e19ea0f3dd33772e1b5e1a22bdef85700f30cf9fd",
+      "instruction.md": "9f566cfdd7465d093da2c619a0d2ad6936ad39dcdbad0a630193b52328de8b62",
+      "raw-instruction.md": "cd859aac8edb1f3e1574756ccfc6109af8231d7b1b25d69338d3e1ffd52eba5f",
+      "task.toml": "2bffc32daab80852f9db5fed1fb5c618cfb20f26ad3bea5d453999d57b906235",
+      "assets.json": "9924114a413ffb3e4925f601f9ebe09f8fed212262ad603ea0192d54e879211a"
+    },
+    "observation_scope": "Manual Docker author-final-03, before the Harbor integration follow-up recorded in validation.md."
+  }
+}
diff --git a/tasks/rust-bm25-search/authoring/model-observation.json b/tasks/rust-bm25-search/authoring/model-observation.json
new file mode 100644
index 0000000..c8f7c84
--- /dev/null
+++ b/tasks/rust-bm25-search/authoring/model-observation.json
@@ -0,0 +1,241 @@
+{
+  "schema_version": 1,
+  "scope": "full",
+  "kind": "Independent GPT-5.6 Sol coding trial through Codex collaboration, followed by the unmodified separate task verifier",
+  "task": "rust-bm25-search",
+  "evaluated_commit": "ae5a6f6c10283559953dfe90270b5ff659b88477",
+  "instruction_sha256": "9f566cfdd7465d093da2c619a0d2ad6936ad39dcdbad0a630193b52328de8b62",
+  "model": {
+    "id": "gpt-5.6-sol",
+    "reasoning_effort": "max",
+    "harness": "Codex collaboration spawn_agent",
+    "fork_turns": "none",
+    "agent_task_name": "/root/bm25_gpt56sol_trial",
+    "hosted_harness_version": null,
+    "codex_cli_invoked": false,
+    "full_raw_model_trajectory_exported": false,
+    "token_usage": null,
+    "billed_cost": null
+  },
+  "timestamps": {
+    "agent_started_at": "2026-10-11T23:32:56.419710+00:00",
+    "agent_finished_at": "2026-10-11T23:50:38.291663+00:00",
+    "verifier_started_at": "2026-10-11T23:50:38.291677+00:00",
+    "verifier_finished_at": "2026-10-11T23:56:21.289384+00:00"
+  },
+  "completion": {
+    "trial_status": "completed",
+    "agent_status": "completed",
+    "verifier_exit_code": 0,
+    "verifier_status": "quality_below_reference",
+    "reward": 0.0,
+    "quality_gate_passed": false,
+    "independent_agent_attempts": 1,
+    "completed_hidden_evaluations": 1,
+    "judge": "not used; deterministic verifier",
+    "unresolved_infrastructure_errors": false
+  },
+  "execution": {
+    "agent_image": "sha256:62398a6399748bdf1015b719c8f4a27a72d06bcc1d1aa28e48d27d2d3c55007b",
+    "verifier_image": "sha256:b96b3a9395d2b4c865b95627cfd09a8ece576ea64e7f09c03f6e23b4fc56e28c",
+    "limits": {
+      "cpus": 4,
+      "memory_bytes": 17179869184,
+      "pids": 256,
+      "agent_timeout_seconds": 10800,
+      "network": "none"
+    },
+    "candidate_commands_run_as_uid": 10001,
+    "search_confinement": "Landlock and immutable root-owned index",
+    "source_collection": "Copied /app/submission once after agent completion; stopped agent container before evaluation",
+    "agent_inputs": "Original instruction, starter, public corpus, warmup and resource docs only; no inherited conversation, author solution, hidden queries/qrels or previous trajectories supplied",
+    "parent_messages": "Operational progress requests only; no implementation guidance or hidden evaluation feedback",
+    "api_preflight": {
+      "provider": "OpenAI",
+      "model": "gpt-5.6-sol",
+      "reasoning_effort": "max",
+      "http_status": 429,
+      "error_type": "insufficient_quota",
+      "error_code": "credit_balance_exhausted",
+      "harbor_trial_started": false
+    },
+    "api_route_limitation": "The direct OpenAI probe returned credit_balance_exhausted before a Harbor coding-agent trial started. This hosted collaboration trial does not validate Harbor/Codex CLI API transport."
+  },
+  "submission": {
+    "source_sha256": {
+      "Cargo.lock": "f0a47855447f5a3e2ee42ea53adc4cd2f1438c1b9b015a459d80310b3ef7157a",
+      "Cargo.toml": "21bcf9dd8b20e512b4cf5c490bc7124f67c00382799998279d00876a18b66b18",
+      "src/main.rs": "d375a78b65d9d08a95f4694cc270a907087b99b84840cd44e6c47d692143bc84"
+    },
+    "source_bytes": 48913,
+    "cargo_files_match_starter": {
+      "Cargo.toml": true,
+      "Cargo.lock": true
+    },
+    "review": {
+      "reviewed": "entire src/main.rs",
+      "indexing": "Native Rust corpus parsing, per-shard inverted posting construction, gap/TF varint serialization, merged dictionary, persisted byte4 document norms.",
+      "search": "Native Rust mmap index loading, global BM25 statistics with k1=0.9 b=0.4, four persistent scoring workers, deterministic top-10 merge.",
+      "external_retrieval_engine_runtime": false,
+      "query_answer_tables_or_evaluation_detection_observed": false,
+      "development_reference_use": "Agent reported Pyserini analyzer comparisons on public corpus/queries and a synthetic-document scoring comparison; no engine calls in submitted source.",
+      "fixed_input_assumption": "Document IDs are reconstructed from corpus row order; no docid field is parsed. Evaluation uses the fixed corpus, so final retrieval metrics determine correctness for this input. No general shuffled-corpus correctness claim."
+    }
+  },
+  "candidate": {
+    "status": "quality_below_reference",
+    "reward": 0.0,
+    "weights": {
+      "quality": 1.0,
+      "time": 1.0,
+      "disk": 1.0
+    },
+    "compile_seconds": 19.242446894058958,
+    "build_seconds": 40.76195521000773,
+    "index_bytes": 593845613,
+    "query_count": 6980,
+    "warmup_query_count": 54,
+    "warm_seconds": 17.215982267051004,
+    "warm_qps": 405.4372205853598,
+    "warm_latency_p50_seconds": 0.0018244810635223985,
+    "warm_latency_p95_seconds": 0.006459641037508845,
+    "cold_start_to_first_result_seconds": [
+      0.04767116601578891,
+      0.042456086026504636,
+      0.04749197594355792,
+      0.04566459101624787,
+      0.0457321279682219
+    ],
+    "cold_start_p50_seconds": 0.0457321279682219,
+    "cold_start_p95_seconds": 0.04767116601578891,
+    "cold_samples": 5,
+    "cache_policy": "new process; no query warmup; OS file cache is not evicted",
+    "sampled_search_process_peak_rss_kib": 634356,
+    "rss_scope": "search process only; excludes unmapped page cache and child processes",
+    "request_concurrency": 1,
+    "quality": {
+      "mrr_at_10": 0.1839805908036567,
+      "mrr_numerator": 215743,
+      "mrr_denominator": 1172640,
+      "query_count": 6980,
+      "answered_query_count": 6980,
+      "complete": true
+    },
+    "quality_pass": false
+  },
+  "same_run_reference": {
+    "query_count": 6980,
+    "warmup_query_count": 54,
+    "warm_seconds": 26.096032483968884,
+    "warm_qps": 267.47360941889923,
+    "warm_latency_p50_seconds": 0.002233827020972967,
+    "warm_latency_p95_seconds": 0.011578463017940521,
+    "cold_start_to_first_result_seconds": [
+      6.23108392697759,
+      6.1442101809661835,
+      6.080930325901136,
+      6.107460074010305,
+      6.0901562250219285
+    ],
+    "cold_start_p50_seconds": 6.107460074010305,
+    "cold_start_p95_seconds": 6.23108392697759,
+    "cold_samples": 5,
+    "cache_policy": "new process; no query warmup; OS file cache is not evicted",
+    "sampled_search_process_peak_rss_kib": 1444812,
+    "rss_scope": "search process only; excludes unmapped page cache and child processes",
+    "request_concurrency": 1,
+    "schema_version": 1,
+    "scope": "full",
+    "reference": {
+      "pyserini": "1.4.0",
+      "k1": 0.9,
+      "b": 0.4,
+      "top_k": 10
+    },
+    "quality": {
+      "mrr_at_10": 0.18398616227770956,
+      "mrr_numerator": 3236243,
+      "mrr_denominator": 17589600,
+      "query_count": 6980,
+      "answered_query_count": 6980,
+      "complete": true
+    },
+    "index_bytes": 659074562,
+    "document_count": 8841823,
+    "inputs": {
+      "queries_sha256": "1a271ae784b2f518c42902fcb38a53331e19a13ea58edb9996f6e070e14ec174",
+      "qrels_sha256": "34ef51a24e049b3dd19b0a448b764f26b0def22ec42f421ecba2db91f82e7042",
+      "warmup_sha256": "331e829922e2bd8ee1f01766fb7253c0d672ef79498011e91ad5e3e93f17a54a",
+      "corpus_sha256": "634543cee77a992613bbf32d0aa4863659dffd064c405f062454400aa80aea3f"
+    },
+    "scoring_status": "measurement only; production calibration remains separate",
+    "index_build_seconds": 111.22172616701573,
+    "corpus_conversion_seconds": 80.66759173595347
+  },
+  "ranking_comparison": {
+    "query_count": 6980,
+    "counts": {
+      "different_top10_ids": 188,
+      "rr_equal": 6976,
+      "identical_top10_ids": 6792,
+      "rr_worse": 3,
+      "rr_better": 1
+    },
+    "mrr_difference_fraction": "-7/1256400",
+    "mrr_difference": -5.571474052849411e-06,
+    "cause": "Not established by this comparison; do not attribute to timing noise or a specific analyzer/rounding difference without further evidence."
+  },
+  "ratios": {
+    "warm_qps_vs_reference": 1.5158027046712905,
+    "index_bytes_vs_reference": 0.9010294847337773,
+    "sampled_rss_vs_reference": 0.43905781513442577
+  },
+  "artifact_sha256": {
+    "verifier_report": "dec8780fba2f24b8af74d16ef280bfc7f5821f78044402a0dd502ae0c754334f",
+    "candidate_responses": "808c183a06056fbb64328399550452888c33f324dbddc0a49518d2d9aa9263d8",
+    "reference_responses": "df47847bd291c1cee755ce414d0d3b5bac239294866d23f2cbc91650753febce"
+  },
+  "task_runtime_sha256": {
+    "assets.json": "9924114a413ffb3e4925f601f9ebe09f8fed212262ad603ea0192d54e879211a",
+    "environment/Dockerfile": "5355dc94736169968fba83bd8bb33e4827d5e78dff81dc7e651d6cec8d2004ed",
+    "environment/docker-compose.yaml": "c1e48582a25e91c274432103bc431b31a05bf7f519d71491dd82aff37df4c192",
+    "environment/docs/available_resources.md": "b40fc825d1e4f8a81d4cd21fc4c8e7dd3404de36e898e67f48bd23e7f8e139e8",
+    "environment/docs/environment.md": "09f112fd03aee1ad88627896cdd7fcd6a39a9ed4bd3110aee52133421a314765",
+    "environment/install-rust.sh": "0c8a93508f19fe1608c27224f0ee1bd31e67ad7cb483abdf4e7cf218580be20d",
+    "environment/smoke.py": "680c17ddf22bf7cd111645309963460608fb86c5dcc135ee885310f5774a7d36",
+    "environment/starter/Cargo.lock": "f0a47855447f5a3e2ee42ea53adc4cd2f1438c1b9b015a459d80310b3ef7157a",
+    "environment/starter/Cargo.toml": "21bcf9dd8b20e512b4cf5c490bc7124f67c00382799998279d00876a18b66b18",
+    "environment/starter/src/main.rs": "2d007b77608cd53984bcffae8d042f80ffe61d8aa14def3e094fad4f0dccb21b",
+    "instruction.md": "9f566cfdd7465d093da2c619a0d2ad6936ad39dcdbad0a630193b52328de8b62",
+    "raw-instruction.md": "cd859aac8edb1f3e1574756ccfc6109af8231d7b1b25d69338d3e1ffd52eba5f",
+    "task.toml": "46b4ee6f8c1dbaf6e250842f7cdd3217fa9b930f44d29a5323c06fabb0f80a00",
+    "tests/.dockerignore": "6feaded4e28ea86e001a6751b4e3d960e8b7c31b9616ff9936b79297086e809b",
+    "tests/Dockerfile": "59a049dbba4885f2cd15e17f227abddc6c1e788a4a0e62e912caa33a8be68026",
+    "tests/benchmark.py": "693a04c471f7188cca41471e557d76deea90a54279ab31e86f9b856e4e5ea387",
+    "tests/data/dev.qrels.tsv": "34ef51a24e049b3dd19b0a448b764f26b0def22ec42f421ecba2db91f82e7042",
+    "tests/data/dev.queries.jsonl": "1a271ae784b2f518c42902fcb38a53331e19a13ea58edb9996f6e070e14ec174",
+    "tests/data/sources.json": "2f3455950563937209576181423efc26a522ffddec674ccea87d3336240bfed2",
+    "tests/docker-compose.yaml": "3d7ab19438f87d2683903bece00eda93201182173f3d4c47b4055b02aa2b8a27",
+    "tests/evaluate.py": "9ad06bc52e2cdb220e87efe4f945ffbb48a7886719d817b4044f7eb95ca1e6bb",
+    "tests/grader.py": "a50673318259d517a1f287cf8cf73106e7690eb0549c6a2761c464faddbf2009",
+    "tests/install-rust.sh": "0c8a93508f19fe1608c27224f0ee1bd31e67ad7cb483abdf4e7cf218580be20d",
+    "tests/isolate.py": "a7f35243a58a4579e940ad480492837a878468b6a236d4180da223c8659ae615",
+    "tests/prepare_corpus.py": "2a3aebcb3f9464bd4cd3ba57fa29d795609eaf0551116e56b128aa8c8ed8f8a3",
+    "tests/reference-quality.json": "3e29dc6a341683286b9a690e19ea0f3dd33772e1b5e1a22bdef85700f30cf9fd",
+    "tests/reference.py": "af6be1ac60a9767a38f617ff4bce936a3c30878053647fdc833359b799b2a5f4",
+    "tests/reference_worker.py": "cd2484b9923f93557bdf096334cb5977234e4d567545c5d159015bb1aa8b759a",
+    "tests/test.sh": "1e8a0fdfbb677a72067a468748e36693028932b45d85fd08d89405dcf1c2abe0",
+    "tests/toolchain/Cargo.lock": "f0a47855447f5a3e2ee42ea53adc4cd2f1438c1b9b015a459d80310b3ef7157a",
+    "tests/toolchain/Cargo.toml": "21bcf9dd8b20e512b4cf5c490bc7124f67c00382799998279d00876a18b66b18",
+    "tests/toolchain/src/main.rs": "2d007b77608cd53984bcffae8d042f80ffe61d8aa14def3e094fad4f0dccb21b"
+  },
+  "interpretation": {
+    "finding": "The independent agent completed a self-built Rust implementation and the full verifier. Candidate quality fell below the exact floor by 7/1256400, so the valid measurement earns zero despite lower warm time, index bytes and sampled search RSS.",
+    "changes_motivated": "No prompt, quality threshold, scoring, resource or runtime changes. Preserve this single valid near-threshold failure; do not rerun it to obtain a pass.",
+    "causality_limit": "The ranking comparison does not establish whether analyzer details, score arithmetic or tie handling caused the four reciprocal-rank differences.",
+    "coverage_limit": "This was a context-free hosted collaboration agent using a clean task container, not Harbor invoking the pinned Codex CLI. Full provider trajectory and token/billing data were not exported. Source, agent notes, container command events and deterministic evaluation logs are retained locally.",
+    "development_comparison": "The task image includes Pyserini from the shared CPU base. The agent used it for public analyzer/synthetic comparisons during development; the submitted indexer and searcher do not call an existing retrieval engine.",
+    "generalization_limit": "One model sample on one host does not establish universal difficulty or latency."
+  },
+  "local_evidence_directory": "jobs/evaluations/rust-bm25-search/collaboration/gpt-5.6-sol/max/attempt-01"
+}
diff --git a/tasks/rust-bm25-search/authoring/prepare_corpus.py b/tasks/rust-bm25-search/authoring/prepare_corpus.py
new file mode 100644
index 0000000..363dffc
--- /dev/null
+++ b/tasks/rust-bm25-search/authoring/prepare_corpus.py
@@ -0,0 +1,7 @@
+#!/usr/bin/env python3
+"""Author entry point for the verifier-owned corpus converter."""
+import runpy
+from pathlib import Path
+
+if __name__ == "__main__":
+    runpy.run_path(str(Path(__file__).resolve().parents[1] / "tests/prepare_corpus.py"), run_name="__main__")
diff --git a/tasks/rust-bm25-search/authoring/prepare_queries.py b/tasks/rust-bm25-search/authoring/prepare_queries.py
new file mode 100644
index 0000000..53bface
--- /dev/null
+++ b/tasks/rust-bm25-search/authoring/prepare_queries.py
@@ -0,0 +1,47 @@
+#!/usr/bin/env python3
+"""Restore verifier-only dev inputs from immutable, checksum-pinned sources."""
+
+import hashlib
+import json
+import urllib.request
+from pathlib import Path
+
+TASK = Path(__file__).resolve().parents[1]
+REVISION = "8f1bc80988c2483d9519bc2519862b54ab730986"
+BASE = f"https://raw.githubusercontent.com/castorini/anserini-tools/{REVISION}/"
+SOURCES = {
+    "topics/topics.msmarco-passage.dev-subset.txt":
+        "f4f71fa87b6be4fb968cca2b8f8554c4ebd003e6c3488af3ac1cc5629c3de189",
+    "qrels/qrels.msmarco-passage.dev-subset.txt":
+        "34ef51a24e049b3dd19b0a448b764f26b0def22ec42f421ecba2db91f82e7042",
+}
+
+
+def main():
+    out = TASK / "tests/data"
+    out.mkdir(exist_ok=True)
+    records = []
+    for filename, expected in SOURCES.items():
+        with urllib.request.urlopen(BASE + filename, timeout=60) as stream:
+            data = stream.read()
+        if hashlib.sha256(data).hexdigest() != expected:
+            raise ValueError(f"Source checksum mismatch: {filename}")
+        if filename.startswith("topics/"):
+            queries = [dict(zip(("query_id", "text"), line.split("\t", 1)))
+                       for line in data.decode().splitlines()]
+            if len(queries) != 6980 or len({q["query_id"] for q in queries}) != 6980:
+                raise ValueError("Expected exactly 6,980 unique dev queries")
+            target = out / "dev.queries.jsonl"
+            target.write_text("".join(json.dumps(q, ensure_ascii=False) + "\n" for q in queries))
+        else:
+            target = out / "dev.qrels.tsv"
+            target.write_bytes(data)
+        records.append({"url": BASE + filename, "source_sha256": expected,
+                        "path": target.name, "size_bytes": target.stat().st_size,
+                        "sha256": hashlib.sha256(target.read_bytes()).hexdigest()})
+    (out / "sources.json").write_text(json.dumps({"files": records}, indent=2) + "\n")
+    print(json.dumps(records, indent=2))
+
+
+if __name__ == "__main__":
+    main()
diff --git a/tasks/rust-bm25-search/authoring/reference-observation.json b/tasks/rust-bm25-search/authoring/reference-observation.json
new file mode 100644
index 0000000..1fbd1e9
--- /dev/null
+++ b/tasks/rust-bm25-search/authoring/reference-observation.json
@@ -0,0 +1,165 @@
+{
+  "query_count": 6980,
+  "warmup_query_count": 54,
+  "warm_seconds": 28.028916195966303,
+  "warm_qps": 249.02853721488188,
+  "warm_latency_p50_seconds": 0.0025081089697778225,
+  "warm_latency_p95_seconds": 0.012160763028077781,
+  "cold_start_to_first_result_seconds": [
+    6.273486613063142,
+    6.079018290969543,
+    6.174929002998397,
+    6.19202714599669,
+    6.113305229926482
+  ],
+  "cold_start_p50_seconds": 6.174929002998397,
+  "cold_start_p95_seconds": 6.273486613063142,
+  "cold_samples": 5,
+  "cache_policy": "new process; no query warmup; OS file cache is not evicted",
+  "sampled_search_process_peak_rss_kib": 1379392,
+  "rss_scope": "search process only; excludes unmapped page cache and child processes",
+  "request_concurrency": 1,
+  "schema_version": 1,
+  "scope": "full",
+  "reference": {
+    "pyserini": "1.4.0",
+    "k1": 0.9,
+    "b": 0.4,
+    "top_k": 10
+  },
+  "quality": {
+    "mrr_at_10": 0.18398616227770956,
+    "mrr_numerator": 3236243,
+    "mrr_denominator": 17589600,
+    "query_count": 6980,
+    "answered_query_count": 6980,
+    "complete": true
+  },
+  "index_bytes": 660057576,
+  "document_count": 8841823,
+  "inputs": {
+    "queries_sha256": "1a271ae784b2f518c42902fcb38a53331e19a13ea58edb9996f6e070e14ec174",
+    "qrels_sha256": "34ef51a24e049b3dd19b0a448b764f26b0def22ec42f421ecba2db91f82e7042",
+    "warmup_sha256": "331e829922e2bd8ee1f01766fb7253c0d672ef79498011e91ad5e3e93f17a54a",
+    "corpus_sha256": "634543cee77a992613bbf32d0aa4863659dffd064c405f062454400aa80aea3f"
+  },
+  "runtime": {
+    "python": "3.12.14",
+    "platform": "Linux-5.15.0-1061-oracle-x86_64-with-glibc2.36",
+    "cpu_affinity": [
+      0,
+      1,
+      2,
+      3,
+      4,
+      5,
+      6,
+      7,
+      8,
+      9,
+      10,
+      11,
+      12,
+      13,
+      14,
+      15,
+      16,
+      17,
+      18,
+      19,
+      20,
+      21,
+      22,
+      23,
+      24,
+      25,
+      26,
+      27,
+      28,
+      29,
+      30,
+      31
+    ]
+  },
+  "reference_build": {
+    "command": [
+      "/opt/conda/bin/python",
+      "-m",
+      "pyserini.index.lucene",
+      "--collection",
+      "JsonCollection",
+      "--input",
+      "/task-package/authoring/output/collection",
+      "--index",
+      "/task-package/authoring/output/reference-index",
+      "--generator",
+      "DefaultLuceneDocumentGenerator",
+      "--threads",
+      "4"
+    ],
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+          "size_bytes": 393830108,
+          "sha256": "b342f8ec5823ced164ad54812eb37e0a8d0bf74f64dde06a402323f04b4fff11"
+        },
+        {
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+          "size_bytes": 358329627,
+          "sha256": "3e9cfd30b19a2105721630f380767e0aa91f942d6b96062051eb0ec18939af10"
+        },
+        {
+          "name": "part-08.jsonl",
+          "size_bytes": 300773881,
+          "sha256": "795522170e3e5d2673e5e96de9891fc0ada6bc1f08dea0daaa0658b8e86cbb1b"
+        }
+      ]
+    },
+    "stored_raw": false,
+    "stored_positions": false,
+    "stored_docvectors": false
+  },
+  "scoring_status": "measurement only; production calibration remains separate"
+}
diff --git a/tasks/rust-bm25-search/authoring/reference.py b/tasks/rust-bm25-search/authoring/reference.py
new file mode 100644
index 0000000..50e11da
--- /dev/null
+++ b/tasks/rust-bm25-search/authoring/reference.py
@@ -0,0 +1,7 @@
+#!/usr/bin/env python3
+"""Author entry point for the verifier-owned reference runner."""
+import runpy
+from pathlib import Path
+
+if __name__ == "__main__":
+    runpy.run_path(str(Path(__file__).resolve().parents[1] / "tests/reference.py"), run_name="__main__")
diff --git a/tasks/rust-bm25-search/authoring/review-fixes-observation.json b/tasks/rust-bm25-search/authoring/review-fixes-observation.json
new file mode 100644
index 0000000..7354be4
--- /dev/null
+++ b/tasks/rust-bm25-search/authoring/review-fixes-observation.json
@@ -0,0 +1,582 @@
+{
+  "schema_version": 1,
+  "kind": "Review-driven grader revalidation with frozen submissions; no new coding-model trial",
+  "review_comment": "https://github.com/VectorSpaceLab/Search-SWE/pull/11#issuecomment-6128882684",
+  "evaluated_runtime_commit": "a5ba0d63c70eb159d5aeef820624bde17e19be0b",
+  "instruction_sha256": "da631e4885c5fb7a854a9fb3f107bf2dfd19422b0151fb121ded62751c1b7fef",
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+  "resource_limits": {
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+    "memory_bytes": 17179869184,
+    "pids": 256,
+    "network": "none",
+    "candidate_uid": 10001
+  },
+  "task_runtime_sha256": {
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+    "environment/docker-compose.yaml": "c1e48582a25e91c274432103bc431b31a05bf7f519d71491dd82aff37df4c192",
+    "environment/docs/available_resources.md": "b40fc825d1e4f8a81d4cd21fc4c8e7dd3404de36e898e67f48bd23e7f8e139e8",
+    "environment/docs/environment.md": "e732c28f23265fc9fe1f32d84354b5990fabf00cb1f225db953019334f098c51",
+    "environment/install-rust.sh": "0c8a93508f19fe1608c27224f0ee1bd31e67ad7cb483abdf4e7cf218580be20d",
+    "environment/smoke.py": "680c17ddf22bf7cd111645309963460608fb86c5dcc135ee885310f5774a7d36",
+    "environment/starter/Cargo.lock": "f0a47855447f5a3e2ee42ea53adc4cd2f1438c1b9b015a459d80310b3ef7157a",
+    "environment/starter/Cargo.toml": "21bcf9dd8b20e512b4cf5c490bc7124f67c00382799998279d00876a18b66b18",
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+    "tests/Dockerfile": "59a049dbba4885f2cd15e17f227abddc6c1e788a4a0e62e912caa33a8be68026",
+    "tests/benchmark.py": "66b911356dd087738bf98cce2bbe37822cd02a507bc31452901e86fc205c43ca",
+    "tests/data/dev.qrels.tsv": "34ef51a24e049b3dd19b0a448b764f26b0def22ec42f421ecba2db91f82e7042",
+    "tests/data/dev.queries.jsonl": "1a271ae784b2f518c42902fcb38a53331e19a13ea58edb9996f6e070e14ec174",
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+    "tests/evaluate.py": "9ad06bc52e2cdb220e87efe4f945ffbb48a7886719d817b4044f7eb95ca1e6bb",
+    "tests/grader.py": "2ce30f08475529556a20656f9b9246e33be5935d84620af2d30102a40d0ec6b7",
+    "tests/install-rust.sh": "0c8a93508f19fe1608c27224f0ee1bd31e67ad7cb483abdf4e7cf218580be20d",
+    "tests/isolate.py": "e8e35512a28dbd675839f3e1ef20ae4539de9736c324470cb491c043100412c2",
+    "tests/prepare_corpus.py": "2a3aebcb3f9464bd4cd3ba57fa29d795609eaf0551116e56b128aa8c8ed8f8a3",
+    "tests/reference-quality.json": "3e29dc6a341683286b9a690e19ea0f3dd33772e1b5e1a22bdef85700f30cf9fd",
+    "tests/reference.py": "af6be1ac60a9767a38f617ff4bce936a3c30878053647fdc833359b799b2a5f4",
+    "tests/reference_worker.py": "cd2484b9923f93557bdf096334cb5977234e4d567545c5d159015bb1aa8b759a",
+    "tests/test.sh": "1e8a0fdfbb677a72067a468748e36693028932b45d85fd08d89405dcf1c2abe0",
+    "tests/toolchain/Cargo.lock": "f0a47855447f5a3e2ee42ea53adc4cd2f1438c1b9b015a459d80310b3ef7157a",
+    "tests/toolchain/Cargo.toml": "21bcf9dd8b20e512b4cf5c490bc7124f67c00382799998279d00876a18b66b18",
+    "tests/toolchain/src/main.rs": "2d007b77608cd53984bcffae8d042f80ffe61d8aa14def3e094fad4f0dccb21b"
+  },
+  "regression_files_sha256": {
+    "authoring/check_persistent_state.py": "cbb84d5777413cdfb24f988f06793152661c748ec08852dfd4e46976bd63f2f1",
+    "authoring/check_isolation.py": "e5de837fbceb54c502fd9f4009581b6a0d3069a050e81116209c8dbea7f6e9b5",
+    "authoring/test_harness.py": "08b421707baea19190616c4524f6c639cb75c280171249b0f5981f4de31dc5b7"
+  },
+  "checks": {
+    "task_tests_passed": 19,
+    "repository_tests_passed": 169,
+    "repository_tests_skipped": 2,
+    "review_stage_task_and_release": "passed",
+    "compose_environment_and_tests": "passed",
+    "existing_container_isolation_probe": "passed",
+    "persistent_state_old_image_negative_control": "reproduced both vulnerabilities",
+    "persistent_state_fixed_image": "passed",
+    "negative_submissions": [
+      {
+        "case": "missing",
+        "status": "invalid_submission",
+        "error": "[Errno 2] No such file or directory: '/app/submission/Cargo.toml'",
+        "reward": 0
+      },
+      {
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+      },
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+      },
+      {
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+        "status": "invalid_submission",
+        "error": "Response is not valid JSON",
+        "reward": 0
+      }
+    ],
+    "merge_ready": {
+      "status": "not ready",
+      "error_count": 4,
+      "reason": "Official asset repository/path pins and terms/publication review are pending"
+    }
+  },
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+      "instruction_sha256": "da631e4885c5fb7a854a9fb3f107bf2dfd19422b0151fb121ded62751c1b7fef",
+      "finished_at": "2026-10-14T03:55:46.146211+00:00",
+      "elapsed_seconds": 343.0727353449911,
+      "exit_code": 0,
+      "reward": 0.0,
+      "quality": {
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+        "mrr_denominator": 1172640,
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+        "answered_query_count": 6980,
+        "complete": true
+      },
+      "responses_identical_to_original": true
+    },
+    "source_sha256": {
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+      "src/main.rs": "d375a78b65d9d08a95f4694cc270a907087b99b84840cd44e6c47d692143bc84"
+    },
+    "report": {
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+        "sampled_search_process_peak_rss_kib": 1448520,
+        "rss_scope": "search process only; excludes unmapped page cache and child processes",
+        "request_concurrency": 1,
+        "schema_version": 1,
+        "scope": "full",
+        "reference": {
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+            "--input",
+            "/work/reference/collection",
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+            "/work/reference/index",
+            "--generator",
+            "DefaultLuceneDocumentGenerator",
+            "--threads",
+            "4"
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+      "verifier_image": "sha256:9c13586d8f2e2600dc87abd0c7ef9a64f3c29be687f883679265e2fe8a78bbf8",
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+    "source_sha256": {
+      "Cargo.lock": "f0a47855447f5a3e2ee42ea53adc4cd2f1438c1b9b015a459d80310b3ef7157a",
+      "Cargo.toml": "21bcf9dd8b20e512b4cf5c490bc7124f67c00382799998279d00876a18b66b18",
+      "src/main.rs": "19d63ccfe98f5a71a9ae460cc54cbcbf3058f5af39ef2a04b0e32bfe3b4dc04e"
+    },
+    "report": {
+      "status": "ok",
+      "reward": 0.3640224086130476,
+      "weights": {
+        "quality": 1.0,
+        "time": 1.0,
+        "disk": 1.0
+      },
+      "compile_seconds": 21.52407745202072,
+      "build_seconds": 328.97574007092044,
+      "index_bytes": 696567340,
+      "query_count": 6980,
+      "warmup_query_count": 54,
+      "warm_seconds": 135.3146433630027,
+      "warm_qps": 51.58347852475256,
+      "warm_latency_p50_seconds": 0.016005383105948567,
+      "warm_latency_p95_seconds": 0.04613388795405626,
+      "cold_start_to_first_result_seconds": [
+        0.43780010798946023,
+        0.44190435006748885,
+        0.4516085711074993,
+        0.4638218560721725,
+        0.45843379793222994
+      ],
+      "cold_start_p50_seconds": 0.4516085711074993,
+      "cold_start_p95_seconds": 0.4638218560721725,
+      "cold_samples": 5,
+      "cache_policy": "new process; no query warmup; OS file cache is not evicted",
+      "sampled_search_process_peak_rss_kib": 793576,
+      "rss_scope": "search process only; excludes unmapped page cache and child processes",
+      "request_concurrency": 1,
+      "quality": {
+        "mrr_at_10": 0.18729482194023742,
+        "mrr_numerator": 366049,
+        "mrr_denominator": 1954400,
+        "query_count": 6980,
+        "answered_query_count": 6980,
+        "complete": true
+      },
+      "reference": {
+        "query_count": 6980,
+        "warmup_query_count": 54,
+        "warm_seconds": 26.300033928011544,
+        "warm_qps": 265.3988971689412,
+        "warm_latency_p50_seconds": 0.002244570991024375,
+        "warm_latency_p95_seconds": 0.011702232994139194,
+        "cold_start_to_first_result_seconds": [
+          6.176951100002043,
+          6.093040918000042,
+          6.100815742975101,
+          6.076802148018032,
+          6.087252493947744
+        ],
+        "cold_start_p50_seconds": 6.093040918000042,
+        "cold_start_p95_seconds": 6.176951100002043,
+        "cold_samples": 5,
+        "cache_policy": "new process; no query warmup; OS file cache is not evicted",
+        "sampled_search_process_peak_rss_kib": 1451640,
+        "rss_scope": "search process only; excludes unmapped page cache and child processes",
+        "request_concurrency": 1,
+        "schema_version": 1,
+        "scope": "full",
+        "reference": {
+          "pyserini": "1.4.0",
+          "k1": 0.9,
+          "b": 0.4,
+          "top_k": 10
+        },
+        "quality": {
+          "mrr_at_10": 0.18398616227770956,
+          "mrr_numerator": 3236243,
+          "mrr_denominator": 17589600,
+          "query_count": 6980,
+          "answered_query_count": 6980,
+          "complete": true
+        },
+        "index_bytes": 660191460,
+        "document_count": 8841823,
+        "inputs": {
+          "queries_sha256": "1a271ae784b2f518c42902fcb38a53331e19a13ea58edb9996f6e070e14ec174",
+          "qrels_sha256": "34ef51a24e049b3dd19b0a448b764f26b0def22ec42f421ecba2db91f82e7042",
+          "warmup_sha256": "331e829922e2bd8ee1f01766fb7253c0d672ef79498011e91ad5e3e93f17a54a",
+          "corpus_sha256": "634543cee77a992613bbf32d0aa4863659dffd064c405f062454400aa80aea3f"
+        },
+        "runtime": {
+          "python": "3.12.14",
+          "platform": "Linux-5.15.0-1061-oracle-x86_64-with-glibc2.36",
+          "cpu_affinity": [
+            0,
+            1,
+            2,
+            3,
+            4,
+            5,
+            6,
+            7,
+            8,
+            9,
+            10,
+            11,
+            12,
+            13,
+            14,
+            15,
+            16,
+            17,
+            18,
+            19,
+            20,
+            21,
+            22,
+            23,
+            24,
+            25,
+            26,
+            27,
+            28,
+            29,
+            30,
+            31
+          ]
+        },
+        "reference_build": {
+          "command": [
+            "/opt/conda/bin/python",
+            "-m",
+            "pyserini.index.lucene",
+            "--collection",
+            "JsonCollection",
+            "--input",
+            "/work/reference/collection",
+            "--index",
+            "/work/reference/index",
+            "--generator",
+            "DefaultLuceneDocumentGenerator",
+            "--threads",
+            "4"
+          ],
+          "build_seconds": 90.52418776496779,
+          "build_max_rss_kib": 2819144,
+          "index_bytes": 660191460,
+          "pyserini_version": "1.4.0",
+          "collection": {
+            "schema_version": 1,
+            "corpus_sha256": "634543cee77a992613bbf32d0aa4863659dffd064c405f062454400aa80aea3f",
+            "document_count": 8841823,
+            "scope": "full",
+            "content_field": "text",
+            "title_field_indexed": false,
+            "conversion_seconds": 80.94342741498258,
+            "source_files": [
+              {
+                "name": "part-00.jsonl",
+                "size_bytes": 368375770,
+                "sha256": "e34c4e9e44bf5191422141496158addf4e5192e99b37923fbc9a4a3dc11830ca"
+              },
+              {
+                "name": "part-01.jsonl",
+                "size_bytes": 371692953,
+                "sha256": "0bfd39f7e176e3422707456e92131311311e2d7553fc389e9759a62349473f00"
+              },
+              {
+                "name": "part-02.jsonl",
+                "size_bytes": 369369292,
+                "sha256": "129e7a301c7620a5fb6d5feceabc238648056d373a0690f60647a7b5d5c2c4ac"
+              },
+              {
+                "name": "part-03.jsonl",
+                "size_bytes": 371006387,
+                "sha256": "dfbc10d22fbd69619512a6295424398d3f07f93d5f88d649db261aaca0c90f95"
+              },
+              {
+                "name": "part-04.jsonl",
+                "size_bytes": 371848112,
+                "sha256": "2403a2e8d68cb2d01bb2c8b9b02edde7316533eb35c38f7b1345845919207e02"
+              },
+              {
+                "name": "part-05.jsonl",
+                "size_bytes": 377446609,
+                "sha256": "c9e20010f36905c9ee9996e3043cb6e6617f4e4ce9e53e7a44641ded68f7db64"
+              },
+              {
+                "name": "part-06.jsonl",
+                "size_bytes": 393830108,
+                "sha256": "b342f8ec5823ced164ad54812eb37e0a8d0bf74f64dde06a402323f04b4fff11"
+              },
+              {
+                "name": "part-07.jsonl",
+                "size_bytes": 358329627,
+                "sha256": "3e9cfd30b19a2105721630f380767e0aa91f942d6b96062051eb0ec18939af10"
+              },
+              {
+                "name": "part-08.jsonl",
+                "size_bytes": 300773881,
+                "sha256": "795522170e3e5d2673e5e96de9891fc0ada6bc1f08dea0daaa0658b8e86cbb1b"
+              }
+            ]
+          },
+          "stored_raw": false,
+          "stored_positions": false,
+          "stored_docvectors": false
+        },
+        "scoring_status": "measurement only; production calibration remains separate"
+      },
+      "quality_pass": true
+    },
+    "responses_identical_to_previous": true,
+    "artifact_sha256": {
+      "report": "42ed0b609fb1c7d096ab58805222aa8e7e26e0c4db43ba1fae9bf1d9e7f01dff",
+      "candidate_responses": "c8483498457948202f20419ac78dd9fb18933a741803efc94c66cc00ef06baab",
+      "reference_responses": "df47847bd291c1cee755ce414d0d3b5bac239294866d23f2cbc91650753febce"
+    }
+  },
+  "interpretation": {
+    "contract": "Enforce persisted-index-only state and explicit metadata restrictions; exact MRR floor, reference, formula, inputs and measurement protocol unchanged.",
+    "model": "The single independent GPT-5.6 Sol/max source is unchanged. The new run is a frozen-source replay, not a second coding attempt or a model run on the clarified instruction.",
+    "quality": "Both candidates reproduce all 6980 previous responses byte-for-byte. The model still earns zero; the author candidate still passes the exact floor.",
+    "timing": "Timings are single-host observations. The original model warm speedup was not reproduced in this replay; do not infer a causal performance effect from these two runs.",
+    "scope": "Full deterministic grading revalidated. No fresh hosted-model generation or Harbor integration trial was run for this enforcement fix; earlier integration evidence remains historical.",
+    "trajectory": "Full raw hosted-model trajectory and token/billing data were never exported. Available model source, notes, command events and original/replay verifier logs are prepared in a separate maintainer evidence archive."
+  },
+  "local_evidence_directory": "jobs/rust-bm25-search-authoring/review-fixes-01"
+}
diff --git a/tasks/rust-bm25-search/authoring/test_harness.py b/tasks/rust-bm25-search/authoring/test_harness.py
new file mode 100644
index 0000000..996b2bc
--- /dev/null
+++ b/tasks/rust-bm25-search/authoring/test_harness.py
@@ -0,0 +1,210 @@
+"""Author-side tests for metric boundaries and externally measured search I/O."""
+
+import json
+import math
+import os
+import sys
+import tempfile
+import time
+import unittest
+from unittest.mock import patch
+from fractions import Fraction
+from pathlib import Path
+
+sys.path.insert(0, str(Path(__file__).resolve().parents[1] / "tests"))
+from benchmark import SearchProcess, index_bytes, measure
+from evaluate import InvalidSubmission, evaluate, quality_passes, tradeoff_reward, validate_response
+from grader import copy_source, tree_bytes
+
+
+def response(qid, ids):
+    return {"query_id": qid, "results": [{"doc_id": str(d), "score": 20 - i}
+                                        for i, d in enumerate(ids)]}
+
+
+class QualityTests(unittest.TestCase):
+    def setUp(self):
+        self.queries = [{"query_id": "a", "text": "apple"}, {"query_id": "b", "text": "banana"}]
+        self.qrels = {"a": {"2", "3"}, "b": {"4"}}
+
+    def score(self, rows):
+        return evaluate(rows, self.queries, self.qrels, document_count=12)
+
+    def test_full_denominator_and_multiple_relevant(self):
+        score = self.score([response("a", [0, 2, 3])])
+        self.assertEqual(Fraction(score["mrr_numerator"], score["mrr_denominator"]), Fraction(1, 4))
+        self.assertFalse(score["complete"])
+
+    def test_exact_floor_not_rounded(self):
+        ref = self.score([response("a", [2]), response("b", [0, 1, 4])])
+        equal = self.score([response("b", [0, 1, 4]), response("a", [3])])
+        lower = self.score([response("a", [2]), response("b", [0, 1, 2, 4])])
+        self.assertTrue(quality_passes(equal, ref))
+        self.assertFalse(quality_passes(lower, ref))
+        rounded = {**ref, "mrr_numerator": 6666, "mrr_denominator": 10000}
+        self.assertFalse(quality_passes(rounded, ref))
+
+    def test_tenth_rank_counts(self):
+        score = self.score([response("a", [0, 1, 4, 5, 6, 7, 8, 9, 10, 2]), response("b", [])])
+        self.assertAlmostEqual(score["mrr_at_10"], .05)
+
+    def test_bad_ids_and_scores(self):
+        rows = [response("a", [1, 1]), response("a", [12]), response("a", list(range(11))),
+                response("a", ["01"]), response("a", ["-1"])]
+        rows.append(response("a", ["9" * 5000]))
+        for score in [math.nan, math.inf, True, 10**1000]:
+            rows.append({"query_id": "a", "results": [{"doc_id": "2", "score": score}]})
+        rows.append({"query_id": "a", "results": [{"doc_id": "1", "score": 0},
+                                                  {"doc_id": "2", "score": 1}]})
+        for row in rows:
+            with self.subTest(row=row), self.assertRaises(InvalidSubmission):
+                validate_response(row, "a", document_count=12)
+
+    def test_unknown_and_duplicate_queries(self):
+        for rows in [[response("x", [])], [response("a", []), response("a", [])]]:
+            with self.assertRaises(InvalidSubmission):
+                self.score(rows)
+
+    def test_tradeoff_gates_and_baseline(self):
+        good = self.score([response("a", [2]), response("b", [4])])
+        baseline = {"quality": good, "warm_seconds": 10, "index_bytes": 100}
+        weights = {"quality": 1, "time": 1, "disk": 1}
+        self.assertEqual(tradeoff_reward(baseline, baseline, weights), .5)
+        fast = {**baseline, "warm_seconds": 1}
+        self.assertGreater(tradeoff_reward(fast, baseline, weights), .5)
+        incomplete = {**fast, "quality": self.score([response("a", [2])])}
+        self.assertEqual(tradeoff_reward(incomplete, baseline, weights), 0)
+
+
+class ProtocolTests(unittest.TestCase):
+    def setUp(self):
+        self.temp = tempfile.TemporaryDirectory()
+        self.directory = Path(self.temp.name)
+
+    def tearDown(self):
+        self.temp.cleanup()
+
+    def worker(self, code):
+        return [sys.executable, "-u", "-c", code]
+
+    def test_successful_cold_and_warm(self):
+        command = self.worker("import sys,json\nfor line in sys.stdin:\n q=json.loads(line); print(json.dumps({'query_id':q['query_id'],'results':[{'doc_id':'0','score':1.0}]}),flush=True)")
+        queries = [{"query_id": str(i), "text": f"query {i}"} for i in range(3)]
+        metrics, rows = measure(command, queries=queries, warmup=[{"query_id": "w", "text": "warmup"}],
+                                directory=self.directory / "measurement", document_count=2,
+                                cold_samples=2, timeout=3, batch_timeout=10)
+        self.assertEqual(len(rows), 3)
+        self.assertEqual(len(metrics["cold_start_to_first_result_seconds"]), 2)
+        self.assertGreater(metrics["warm_seconds"], 0)
+        self.assertAlmostEqual(metrics["warm_qps"] * metrics["warm_seconds"], 3)
+
+    def test_timeout_kills_worker(self):
+        worker = SearchProcess(self.worker("import time; time.sleep(30)"), stderr=self.directory / "timeout.log")
+        with self.assertRaises(TimeoutError):
+            with worker:
+                worker.request({"query_id": "a", "text": "x"}, timeout=.05, document_count=2)
+        self.assertIsNotNone(worker.process.poll())
+
+    def test_full_stdin_pipe_times_out(self):
+        # Fill the pipe before a valid request. A blocking write used to hang
+        # indefinitely even though the controller had a request deadline.
+        worker = SearchProcess(self.worker("import time; time.sleep(30)"),
+                               stderr=self.directory / "blocked-input.log")
+        with self.assertRaises(TimeoutError), worker:
+            while True:
+                try:
+                    os.write(worker.process.stdin.fileno(), b"x" * 4096)
+                except BlockingIOError:
+                    break
+            worker.request({"query_id": "a", "text": "x"}, timeout=.05, document_count=2)
+
+    def test_malformed_oversized_and_failure(self):
+        for i, code in enumerate(["print('not JSON',flush=True)", "print('x'*70000,flush=True)", "raise SystemExit(1)"]):
+            with self.subTest(code=code), self.assertRaises(InvalidSubmission):
+                with SearchProcess(self.worker(code), stderr=self.directory / f"bad-{i}.log") as worker:
+                    worker.request({"query_id": "a", "text": "x"}, timeout=3, document_count=2)
+
+    def test_overlap_by_normalized_text(self):
+        with self.assertRaisesRegex(ValueError, "disjoint"):
+            measure([], queries=[{"query_id": "a", "text": " Apple   Pie "}],
+                    warmup=[{"query_id": "b", "text": "apple pie"}], directory=self.directory / "bad",
+                    document_count=2, cold_samples=1)
+
+    def test_descendant_stdout_does_not_hang_shutdown(self):
+        command = self.worker("import sys,json,subprocess\nsubprocess.Popen([sys.executable,'-c','import time; time.sleep(30)'])\nfor line in sys.stdin:\n q=json.loads(line); print(json.dumps({'query_id':q['query_id'],'results':[]}),flush=True)")
+        started = time.monotonic()
+        with SearchProcess(command, stderr=self.directory / "descendant.log") as worker:
+            worker.request({"query_id": "a", "text": "x"}, timeout=3, document_count=2)
+        self.assertLess(time.monotonic() - started, 3)
+
+    def test_cold_warm_mismatch(self):
+        command = self.worker("import sys,json\nn=0\nfor line in sys.stdin:\n n+=1; q=json.loads(line); print(json.dumps({'query_id':q['query_id'],'results':[{'doc_id':str(n%2),'score':1}]}),flush=True)")
+        with self.assertRaisesRegex(InvalidSubmission, "disagree"):
+            measure(command, queries=[{"query_id": "a", "text": "apple"}],
+                    warmup=[{"query_id": "w", "text": "warmup"}], directory=self.directory / "mismatch",
+                    document_count=2, cold_samples=1)
+
+    def test_index_size_rejects_external_links(self):
+        index = self.directory / "index"
+        index.mkdir()
+        (index / "postings").write_bytes(b"abc")
+        self.assertEqual(index_bytes(index), 3)
+        (index / "escape").symlink_to("/etc/passwd")
+        with self.assertRaises(ValueError):
+            index_bytes(index)
+        (index / "escape").unlink()
+        os.link(index / "postings", index / "duplicate")
+        with self.assertRaises(ValueError):
+            index_bytes(index)
+
+    def test_workspace_monitor_allows_deleted_temporary_file(self):
+        transient = self.directory / "temporary-object"
+        transient.write_text("being renamed by compiler")
+        def changing_walk(*args, **kwargs):
+            transient.unlink()
+            yield str(self.directory), [], [transient.name]
+        with patch("grader.os.walk", changing_walk):
+            self.assertEqual(tree_bytes(self.directory), 0)
+
+    def test_index_size_rejects_xattrs_on_root_directories_and_files(self):
+        index = self.directory / "index"
+        index.mkdir()
+        nested = index / "nested"
+        nested.mkdir()
+        postings = nested / "postings"
+        postings.write_bytes(b"x")
+        for path in [index, nested, postings]:
+            with self.subTest(path=path):
+                os.setxattr(path, "user.hidden-index", b"x" * 2048)
+                try:
+                    with self.assertRaisesRegex(ValueError, "extended attributes"):
+                        index_bytes(index)
+                finally:
+                    os.removexattr(path, "user.hidden-index")
+        self.assertEqual(index_bytes(index), 1)
+
+    def test_index_xattr_check_fails_closed(self):
+        (self.directory / "postings").write_bytes(b"x")
+        with patch("benchmark.os.listxattr", side_effect=PermissionError("denied")):
+            with self.assertRaises(PermissionError):
+                index_bytes(self.directory)
+
+    def test_workspace_monitor_rejects_excess_bytes(self):
+        (self.directory / "oversized").write_bytes(b"123456")
+        with self.assertRaises(InvalidSubmission):
+            tree_bytes(self.directory, limit=5)
+
+    def test_malformed_package_is_invalid_submission(self):
+        source = self.directory / "source"
+        source.mkdir()
+        (source / "src").mkdir()
+        (source / "src/main.rs").write_text("fn main() {}\n")
+        (source / "Cargo.lock").write_text("version = 4\n")
+        for package in ('[]', '"bm25-search"', 'true', '7'):
+            (source / "Cargo.toml").write_text(f"package = {package}\n")
+            with self.subTest(package=package), self.assertRaises(InvalidSubmission):
+                copy_source(source)
+
+
+if __name__ == "__main__":
+    unittest.main()
diff --git a/tasks/rust-bm25-search/authoring/validation.md b/tasks/rust-bm25-search/authoring/validation.md
new file mode 100644
index 0000000..7eaa538
--- /dev/null
+++ b/tasks/rust-bm25-search/authoring/validation.md
@@ -0,0 +1,372 @@
+# Validation record
+
+This submission is supported by full author-implementation runs, a completed
+Harbor Oracle trial and an independent GPT-5.6 Sol / max coding trial through
+Codex collaboration. The independent candidate completed the full verifier but
+scored zero because its MRR was slightly below the exact reference floor.
+Harbor's Codex API route remains untested after an exhausted-credit preflight;
+the hosted collaboration trial is documented separately below. Official asset
+pins are still needed before the task can pass the merge-ready check.
+
+The contribution branch is `add-rust-bm25-search`, based on
+`46197a43f8cbb364e72b6d63d5db873ae7d2cac8`. The contributor is
+MXueguang (`x93ma@edu.uwaterloo.ca`). A design summary was recorded before scaffolding
+in ignored `jobs/rust-bm25-search-authoring/design-before-scaffold.json`.
+
+## Full reference
+
+The pinned corpus passed SHA-256 verification and a full count/unique-ID audit.
+All 8,841,823 IDs are present. Dev contains 6,980 queries; the 54 public DL20
+warmup queries have no ID or normalized-text overlap with dev. All dev queries
+have positive judgments. Only passage text was indexed.
+
+Pyserini 1.4.0 with k1=0.9, b=0.4 achieved MRR@10
+`3236243/17589600 = 0.18398616227770956`. On this host under a 4-CPU, 16-GiB
+container limit, indexing took 88.891 seconds and produced 660,057,576 bytes.
+The full warm dev batch took 28.029 seconds (249.029 sequential queries/s).
+Five new-process startup samples had median 6.175 seconds; they include
+Python/JVM and optional-module import overhead, and do not evict OS file cache.
+Sampled peak process RSS was 1,379,392 KiB. These are observations, not stable
+machine-independent latency or memory guarantees.
+
+Initial reference import failed because a Pyserini optional module constructed
+an OpenAI client without a key. A documented non-secret constructor sentinel
+fixed that local-only import; no service was contacted. The fresh retry then
+completed all queries. Full metadata is in `reference-observation.json`.
+
+## Local checks
+
+Metric/protocol tests cover exact quality comparison, full query denominator,
+multiple relevant hits, rank 10, malformed/duplicate/nonfinite output,
+timeouts, process cleanup, overlap, cold/warm inconsistency and index links.
+Both Docker contexts build with pinned Rust and an offline dependency lock.
+The container isolation probe checks that submitted code cannot read hidden
+qrels, change rewards, read raw corpus or an outside cache during search,
+truncate the immutable index, or create a persistent cache during search.
+
+The probe exposed a missing execute grant for the ELF interpreter; that was
+fixed explicitly and both index/search probes now pass. Landlock ABI 1 is
+available on this host. Compilation uses Unix privilege separation rather
+than Landlock, since ABI 1 forbids the cross-directory renames Rustc needs.
+Search uses both root-owned read-only artifacts and Landlock confinement.
+
+## Commands and outcomes
+
+- `python -m unittest discover -s tasks/rust-bm25-search/authoring -p 'test_*.py'`:
+  17 tests passed. Added regressions include a full stdin pipe, a descendant
+  retaining stdout, huge numeric output, and a compiler temporary file that
+  disappears while workspace usage is measured. A non-table Cargo `package`
+  value is also rejected as an invalid submission rather than an infrastructure
+  error; that case passed in a fresh final-image container with reward zero.
+- `.venv/bin/python -m unittest discover -s scripts/tests -p 'test_*.py'`:
+  171 discovered, 169 passed, 2 skipped because host `harbor-rewardkit==0.2.0`
+  is absent. Those two tests concern other tasks' model-judge backend; this
+  task has no judge dependency. No failing test was disabled.
+- `.venv/bin/python scripts/check_tasks.py tasks/rust-bm25-search`: zero errors.
+  `.venv/bin/python scripts/check_release.py`: zero errors and warnings.
+- Asset downloader `--verify-only`: both files verified against pinned hashes.
+  Both Compose overlays rendered against a temporary base service; shell
+  syntax, Python compilation and `git diff --check` passed.
+- Both Docker images built using `sudo -n docker` on this host. Agent CLI
+  versions were checked inside the final image: Rust 1.85.1, Codex 0.157.1,
+  Pi 0.87.1, Claude Code 2.1.283. The agent image contained no verifier qrels,
+  reference worker or hidden dev queries. The public synthetic test passed
+  with the privately authored Rust binary.
+- `authoring/check_negative_containers.py --sudo --output .../negative-final`:
+  missing source, a failing index command and malformed search output each
+  produced `invalid_submission` with reward 0 in a new separate container.
+  Timeout and process-cleanup cases were exercised by the protocol tests.
+- `authoring/check_isolation.py` inside a disposable verifier: passed indexing
+  and search access checks, including unchanged reward and denied hidden data,
+  raw-corpus search access, outside cache reads, index truncation and cache writes.
+- Merge-ready checker with base `46197a43f8cbb364e72b6d63d5db873ae7d2cac8`:
+  four expected errors, requiring both data entries to use the official
+  `search-swe/Search-SWE` repository and `tasks/rust-bm25-search/` prefix.
+  Development pins remain real immutable Tevatron commits; no official SHA
+  has been fabricated to hide the publication prerequisite.
+
+Repository integration required adding the new offline task to the explicit
+network inventory, documenting that it requires no trajectory-judge credential,
+and installing the repository's pinned agent CLIs. The first repository test
+run caught those omissions; the rerun passed with the complete integration.
+
+The first full author trial built the entire Rust index but failed at startup
+because of the verifier's missing ELF-interpreter grant. Its zero was an
+infrastructure defect, not a retrieval-quality failure. After that fix, the
+next full trial passed with MRR `0.18729482194023742`, score `0.377625401141`,
+696,567,340 index bytes, 310.285 seconds to build, 112.697 seconds for dev,
+61.936 sequential queries/s, cold median 0.429 seconds and peak process RSS
+793,632 KiB. Its fresh local reference reproduced the exact pinned MRR.
+The score below 0.5 is expected: this simple self-built implementation is
+slower on warm queries despite meeting the quality floor.
+
+The final repeat uses the hardened request/EOF controller. A later workspace
+monitor fix only tolerates compiler temporary files disappearing during its
+directory walk; the specific regression and a fresh compile/command-failure
+container passed. It changes neither retrieval, measurement nor scoring.
+The full repeat's image fingerprint and any post-run source difference are
+recorded separately from the final image. Those author measurements are distinct
+from the later independent model trial below.
+
+The repeat completed successfully: MRR `0.18729482194023742`, reward
+`0.376796488284`, 696,567,340 index bytes, 308.297 seconds to build, 112.046
+seconds for the full dev batch (62.296 sequential queries/s), cold median
+0.431 seconds and sampled peak search-process RSS 790,120 KiB. Its entire
+6,980-response file has the same SHA-256 as the preceding full run:
+`c8483498457948202f20419ac78dd9fb18933a741803efc94c66cc00ef06baab`.
+The two warm batch times differed by about 0.58%. This is limited evidence
+from one host, not a cross-machine reliability study.
+
+[known-good-observation.json](known-good-observation.json) includes the full
+metrics, same-run reference, source/image hashes and the narrowly scoped
+post-run monitor fix. The evaluated instruction SHA-256 is
+`9f566cfdd7465d093da2c619a0d2ad6936ad39dcdbad0a630193b52328de8b62`;
+the author trial tests its interface with prepared source, not a model reading
+that instruction. Full local logs remain in ignored
+`jobs/rust-bm25-search-authoring/author-final-03` and negative-case directories.
+The author Rust source/index are also ignored and are not in the agent image
+or a public solution directory. Completed author containers were removed after
+preserving their relevant artifacts and logs.
+
+## Validation scope and merge follow-up
+
+The independent hosted-model trial below complements the author and Oracle
+evidence. Its deterministic measurement is valid even though it fails the
+quality gate. Maintainers should review the remaining harness coverage: it did
+not exercise Harbor invoking the pinned Codex CLI, and full provider trajectory
+and token/billing data were not exported. Input redistribution review, official
+dataset publication and immutable official HF pins remain outstanding before
+merge-ready validation.
+
+At initial submission, the launcher dry-run stopped with
+`Set --model or AGENT_MODEL`; no coding-model trial had run. The later explicit
+request selected GPT-5.6 Sol. A minimal direct OpenAI Responses probe using that
+model and `max` returned HTTP 429, `credit_balance_exhausted`, before any Harbor
+trial started. The requested model was then run through the session's hosted
+collaboration capability. This task's deterministic verifier needs no judge key.
+
+## Harbor integration follow-up
+
+An ignored private task snapshot under
+`jobs/rust-bm25-search-authoring/harbor-integration/rust-bm25-search` adds an
+Oracle `solution/` containing only the existing author source. No solution was
+added to the public package or agent image. Harbor 0.22.0 compiled that source
+offline, passed the public synthetic check, and collected exactly `Cargo.toml`,
+`Cargo.lock` and `src/main.rs`; all three collected files match their input hashes.
+
+The first integration attempt stopped before starting a task container because
+the local sudo Docker wrapper discarded Compose infrastructure variables. The
+job-scoped wrapper now preserves only those named non-secret variables; no host
+Docker permissions or network settings were changed. The second attempt found
+an actual task integration defect: Docker rejects explicit `hostname` and
+`extra_hosts` when Harbor shares its egress-control sidecar's network namespace.
+Those Compose options were removed. The verifier startup now ensures its
+inherited hostname has a local `/etc/hosts` entry when needed. Prompt, quality
+floor, scoring and resource limits are unchanged.
+
+The third integration attempt completed successfully: one total/completed trial,
+zero errored/running/pending trials, no trial exception, verifier status `ok`,
+quality gate passed, and Harbor reward `0.379283503451`. Docker inspection
+confirmed 4 CPUs, 17,179,869,184 bytes of memory and memory-plus-swap, 256 PIDs,
+and Harbor's separate restricted network namespace. Its runtime source snapshot
+and initial failed-attempt diagnoses are retained in the ignored run directory.
+This is an Oracle integration check, not the required configured coding-model
+trial.
+
+The exact launch arguments, with the checkout-relative executable and paths,
+were:
+
+```bash
+.venv/bin/harbor run \
+  --path jobs/rust-bm25-search-authoring/harbor-integration/rust-bm25-search \
+  --agent oracle --env docker --force-build --yes \
+  --n-concurrent 1 --n-attempts 1 --max-retries 0 --job-name oracle-03 \
+  --jobs-dir jobs/rust-bm25-search-authoring/harbor-integration/runs
+```
+
+The process used the job-local sudo Docker wrapper described above. Use a fresh
+job name when reproducing. The author source is private and is not restored by
+downloading the public task assets.
+
+Candidate MRR is again `0.18729482194023742`; all 6,980 responses match both
+previous manual runs byte-for-byte. Compilation took 19.272 seconds, indexing
+307.627 seconds, and the index contains 696,567,340 logical bytes. Warm search
+took 111.092 seconds (62.831 sequential queries/s), cold median was 0.439 seconds,
+and sampled peak search-process RSS was 790,820 KiB. The same-run reference
+reproduced exact MRR `3236243/17589600`, took 26.271 seconds for warm search and
+occupied 660,157,062 bytes. Complete measurements, terminal state, image/source
+hashes and artifact fidelity are in [harbor-observation.json](harbor-observation.json).
+
+During that run, a separate malformed-manifest probe exposed an `AttributeError`
+for `package = []`. The final grader checks the table type explicitly. The new
+regression covers arrays, strings, booleans and integers, and
+`check_negative_containers.py --sudo --case malformed-manifest` passed in a fresh
+container. The only runtime-source difference from the full Harbor snapshot is
+this rejection guard; valid candidate execution and measurement are unchanged.
+
+An anonymous read-only publication preflight downloaded only official metadata
+at `6713b1eb7474e0768e906a0151c76af92f0cfcdd` and found no collision with the two
+proposed task paths among 335 existing asset records. That existing SHA does not
+contain this task's assets and is not used as their source pin. No upload was
+made. The upstream terms were checked and recorded in [SOURCES.md](SOURCES.md);
+maintainer review and publication remain outstanding.
+
+## Independent GPT-5.6 Sol trial
+
+One independent `gpt-5.6-sol` / `max` agent completed this task through Codex
+collaboration with `fork_turns="none"`. It received the original instruction in
+a clean task-image container with four CPUs, 16 GiB memory, 256 PIDs, no network
+and read-only public data/docs. It received no conversation history, author
+solution, hidden queries/judgments or previous trajectories. Parent messages
+only requested progress reports. The evaluated task commit is
+`ae5a6f6c10283559953dfe90270b5ff659b88477`; the instruction hash remains
+`9f566cfdd7465d093da2c619a0d2ad6936ad39dcdbad0a630193b52328de8b62`.
+
+After the agent finished, exactly `Cargo.toml`, `Cargo.lock` and `src/main.rs`
+were collected and frozen. The Cargo files match the starter. Source review
+confirmed native Rust indexing, persistence, BM25 scoring and retrieval, with
+no existing retrieval-engine calls, answer tables or evaluation detection
+observed. The agent used the shared CPU image's Pyserini installation for
+development comparisons on public passages/queries and a synthetic corpus;
+that library is not used by its submitted implementation. Its document IDs
+are reconstructed from row order, an assumption specific to this fixed input;
+this run does not establish correctness for a shuffled corpus.
+
+The agent container was stopped before a fresh separate verifier recompiled
+the source, rebuilt all 8,841,823 passages, checked all 6,980 dev responses and
+cold/warm consistency, and rebuilt/measured the pinned Pyserini reference.
+Candidate execution used UID 10001 and the existing Landlock restrictions.
+The verifier finished with exit code 0 and status `quality_below_reference`.
+There were no unresolved runtime/reference/judge errors; no model judge is
+used. This is a valid completed measurement with reward **0**, not an
+infrastructure failure.
+
+| Metric | GPT-5.6 Sol submission | Same-run Pyserini reference |
+| --- | ---: | ---: |
+| MRR@10 | 0.1839805908036567 | 0.18398616227770956 |
+| Warm batch seconds | 17.215982 | 26.096032 |
+| Sequential queries/s | 405.437 | 267.474 |
+| Warm p50 / p95, ms | 1.824 / 6.460 | 2.234 / 11.578 |
+| Index bytes | 593,845,613 | 659,074,562 |
+| Process-cold median, ms | 45.732 | 6,107.460 |
+| Sampled peak search RSS, KiB | 634,356 | 1,444,812 |
+
+The candidate compiled in 19.242 seconds and built its index in 40.762 seconds.
+The reference indexing command took 111.222 seconds after a separate
+80.668-second corpus conversion. Cold samples include launch and first result
+without query warmup; OS file cache is not evicted. RSS covers the search
+process, not all container memory. These remain single-host observations.
+
+Candidate MRR is exactly `215743/1172640`, lower than the required reference by
+`7/1256400`, approximately `0.00000557147405`. Reciprocal rank is identical on
+6,976 queries, better on one and worse on three; 6,792 complete top-10 ID lists
+are identical. This comparison does not establish the cause of the ranking
+differences. In particular, the quality gap must not be dismissed as timing
+noise. The strict gate correctly yields zero despite approximately 52% higher
+throughput, 10% fewer index bytes and lower sampled RSS.
+
+This trial shows that an independent agent can implement and execute the full
+workflow within the budget, while the exact quality gate remains consequential.
+No task instruction, threshold, scoring, resource or runtime changes were made
+in response. The single valid result was retained without retrying for a pass.
+
+[model-observation.json](model-observation.json) records complete metrics,
+source/image/runtime hashes, model settings, terminal state and limitations.
+Source, agent notes, container command events, exact container/verifier launch
+arguments and raw deterministic grading logs are retained under ignored
+`jobs/evaluations/rust-bm25-search/collaboration/gpt-5.6-sol/max/attempt-01/`.
+Full hosted-model trajectory, token usage and billing were not exported; null
+cost fields mean unknown. This hosted trial does not validate Harbor's pinned
+Codex CLI or its API transport. The existing Oracle evidence covers Harbor's
+artifact transfer and separate-verifier integration independently.
+
+## Review fixes: persistent state and disk accounting
+
+The [maintainer review](https://github.com/VectorSpaceLab/Search-SWE/pull/11#issuecomment-6128882684)
+identified two valid bypasses at `7d69eba`: System V shared memory survives
+process cleanup, and extended-attribute payloads are absent from `st_size`.
+Runtime commit `a5ba0d63c70eb159d5aeef820624bde17e19be0b` addresses both.
+
+Every candidate compile/index/search launch now installs an inherited seccomp
+filter after dropping privileges. It denies System V IPC, POSIX message queues,
+kernel keyrings and xattr operations, including newer xattr syscalls and
+io_uring as an indirect access route. The filter checks the syscall architecture,
+rejects x32, and kills non-native ABI calls; ordinary Rust threads and file-backed
+mmap remain supported. The implementation follows the kernel's
+[seccomp filter interface](https://www.kernel.org/doc/html/latest/userspace-api/seccomp_filter.html)
+and pinned [x86_64 syscall table](https://github.com/torvalds/linux/blob/v6.13/arch/x86/entry/syscalls/syscall_64.tbl).
+A trusted preflight exercises the unprivileged launcher before judging any
+submission, so unavailable seccomp invalidates the run as infrastructure failure.
+
+`index_bytes` now rejects all extended attributes on the index root, every
+subdirectory and every file. Attribute-inspection errors fail closed. Candidate
+xattr syscalls are also blocked because filesystem confinement alone does not
+cover metadata reads on outside paths. Both instructions and environment docs
+explicitly describe these limits. MRR, reference parameters, reward formula,
+inputs, resource budgets and cold/warm definitions are unchanged. The current
+instruction SHA-256 is
+`da631e4885c5fb7a854a9fb3f107bf2dfd19422b0151fb121ded62751c1b7fef`.
+
+`authoring/check_persistent_state.py` was exercised in two fresh offline
+containers. With `--expect-vulnerable` and the old verifier image, it reproduces
+4,096 bytes of shared memory left by an exited indexer, accessible by two fresh
+UID-10001 search processes after normal grader cleanup and read-only index
+locking, while the measured index is one byte. It also reproduces uncounted
+xattrs on files, subdirectories and the root after locking. The xattr payload
+is 2,048 bytes to fit this host filesystem's metadata limit.
+
+Against the new image, the same fixture verifies blocked IPC creation in all
+three phases, denied attachment to a pre-existing segment, inheritance by Rust
+threads and fork/exec children, rejection of alternate syscall ABIs and outside
+xattr reads, and rejection of all three index-xattr locations. Both fresh search
+processes still read the ordinary persisted index. The original hidden-file,
+reward, outside-cache and immutable-index isolation probe also passes.
+
+The verifier image is
+`sha256:9c13586d8f2e2600dc87abd0c7ef9a64f3c29be687f883679265e2fe8a78bbf8`.
+It was rebuilt from the final runtime sources. Task-local tests now total 19,
+all passing; repository tests total 171, with 169 passing and two existing
+optional RewardKit tests skipped. Review-stage task/release checks and both
+Compose configurations pass. Missing source, malformed Cargo manifest, failed
+index command and malformed JSON response each produce `invalid_submission`
+and reward zero in fresh containers. Merge-ready still reports the same four
+official asset repository/path errors, pending separate publication and terms
+review.
+
+Two full frozen-source replays then ran sequentially in fresh 4-CPU/16-GiB,
+256-PID, network-disabled containers. Each recompiled source, rebuilt all
+8,841,823 passages, measured five cold launches and all 6,980 dev queries, then
+rebuilt/measured its own Pyserini reference. Both references reproduced the
+exact pinned MRR. Both submissions reproduced their prior complete response
+files byte-for-byte, including scores.
+
+| Submission | MRR@10 | Reward | Index bytes | Warm seconds | Cold median, ms |
+| --- | ---: | ---: | ---: | ---: | ---: |
+| Frozen GPT-5.6 Sol / max | 0.1839805908036567 | 0 | 593,845,613 | 28.677386 | 50.532 |
+| Frozen known-good author | 0.18729482194023742 | 0.364022408613 | 696,567,340 | 135.314643 | 451.609 |
+
+The model's same-run reference took 26.409222 warm seconds and occupied
+659,967,462 bytes; the author's took 26.300034 seconds and 660,191,460 bytes.
+The original model warm speedup was not reproduced in this replay. These are
+single-host observations, and the timing differences do not establish a causal
+performance effect. Both full runs completed with exit code zero and no
+unresolved grading/reference errors. The model's below-floor quality still
+earns zero; the unchanged author implementation provides a positive full-run
+check of the tightened isolation and disk validation.
+
+[review-fixes-observation.json](review-fixes-observation.json) records complete
+reports, final runtime/instruction hashes, source fingerprints, image ID,
+regression coverage and comparison with previous outputs. This is grader
+revalidation of retained implementations. No new model generation, solver edit,
+quality-threshold change or fresh Harbor integration trial occurred. The
+original model trial still corresponds to its original instruction hash.
+
+An independent maintainer evidence archive is prepared under ignored
+`jobs/rust-bm25-search-authoring/review-fixes-01/maintainer-evidence.tar.gz`.
+It includes retained model source, original instruction, agent notes,
+progress/completion records, Docker command events, original/final verifier
+logs, full results and SHA-256 manifests. It contains no corpus, built index,
+author solution, credentials or parent conversation. Delivery to a
+maintainer-accessible location remains pending; this local path is not a
+shared download link. The full raw hosted-model trajectory was never exported
+and is not recoverable from the available command events.
diff --git a/tasks/rust-bm25-search/environment/Dockerfile b/tasks/rust-bm25-search/environment/Dockerfile
new file mode 100644
index 0000000..2a5f16b
--- /dev/null
+++ b/tasks/rust-bm25-search/environment/Dockerfile
@@ -0,0 +1,28 @@
+FROM docker.io/hanhainebula/search-swe-base:cpu-py3.12-1.0.0
+
+COPY install-rust.sh /tmp/install-rust.sh
+RUN sh /tmp/install-rust.sh && rm /tmp/install-rust.sh
+ENV PATH="/opt/rust/bin:${PATH}" CARGO_HOME=/opt/cargo
+COPY starter/ /app/submission/
+RUN cd /app/submission && cargo fetch --locked \
+    && cargo build --release --locked --offline \
+    && rm -rf target \
+    && mkdir -p /task/data /task/docs /logs
+WORKDIR /app/submission
+ENV CARGO_TARGET_DIR=/app/build
+COPY smoke.py /task/smoke.py
+
+ARG SEARCH_SWE_CODEX_VERSION=0.157.1
+ARG SEARCH_SWE_CLAUDE_CODE_VERSION=2.1.283
+ARG SEARCH_SWE_PI_VERSION=0.87.1
+RUN npm install --global --ignore-scripts \
+        --registry=https://registry.npmmirror.com \
+        "@openai/codex@${SEARCH_SWE_CODEX_VERSION}" \
+        "@earendil-works/pi-coding-agent@${SEARCH_SWE_PI_VERSION}" \
+    && npm install --global \
+        --registry=https://registry.npmmirror.com \
+        "@anthropic-ai/claude-code@${SEARCH_SWE_CLAUDE_CODE_VERSION}" \
+    && codex --version | grep -Fx "codex-cli ${SEARCH_SWE_CODEX_VERSION}" \
+    && test "$(pi --version)" = "${SEARCH_SWE_PI_VERSION}" \
+    && test "$(claude --version)" = "${SEARCH_SWE_CLAUDE_CODE_VERSION} (Claude Code)"
+RUN claude --help | grep -F "(low, medium, high, xhigh, max)" >/dev/null
diff --git a/tasks/rust-bm25-search/environment/docker-compose.yaml b/tasks/rust-bm25-search/environment/docker-compose.yaml
new file mode 100644
index 0000000..69db54a
--- /dev/null
+++ b/tasks/rust-bm25-search/environment/docker-compose.yaml
@@ -0,0 +1,25 @@
+services:
+  main:
+    cpus: 4.0
+    mem_limit: 16g
+    memswap_limit: 16g
+    pids_limit: 256
+    volumes:
+      - type: bind
+        source: ../data/corpus.jsonl.gz
+        target: /task/data/corpus.jsonl.gz
+        read_only: true
+        bind:
+          create_host_path: false
+      - type: bind
+        source: ../data/warmup.jsonl.gz
+        target: /task/data/warmup.jsonl.gz
+        read_only: true
+        bind:
+          create_host_path: false
+      - type: bind
+        source: ./docs
+        target: /task/docs
+        read_only: true
+        bind:
+          create_host_path: false
diff --git a/tasks/rust-bm25-search/environment/docs/available_resources.md b/tasks/rust-bm25-search/environment/docs/available_resources.md
new file mode 100644
index 0000000..a5b19f6
--- /dev/null
+++ b/tasks/rust-bm25-search/environment/docs/available_resources.md
@@ -0,0 +1,23 @@
+# Available Resources
+
+Network access is disabled. This task needs no retrieval service or API key.
+
+`/task/data/corpus.jsonl.gz` is the pinned Tevatron mirror of MS MARCO Passage
+v1: 8,841,823 gzip JSONL records with `docid`, `text`, and extra `title`
+metadata. Index only `text`. IDs cover 0 through 8841822 exactly.
+SHA-256: `634543cee77a992613bbf32d0aa4863659dffd064c405f062454400aa80aea3f`.
+
+`/task/data/warmup.jsonl.gz` contains 54 public DL20 queries with `query_id`
+and `query`, without judgments. These are disjoint from dev and used for warmup.
+SHA-256: `331e829922e2bd8ee1f01766fb7253c0d672ef79498011e91ad5e3e93f17a54a`.
+Both files are read-only. Dev queries and qrels are verifier-only.
+
+The starter pins byteorder 1.5.0, flate2 1.1.0, memmap2 0.9.5, rayon 1.10.0,
+regex 1.11.1, rust-stemmers 1.2.0, serde 1.0.219, serde_json 1.0.140,
+unicode-normalization 0.1.24 and zstd 0.13.3. Cargo.lock pins their transitive
+dependencies. Generic crates in this cache are allowed; existing search/index
+engines, prebuilt indexes and external data are not. All core indexing and
+retrieval must be implemented in Rust.
+
+Microsoft's MS MARCO dataset terms apply separately from the code license:
+https://microsoft.github.io/msmarco/Datasets
diff --git a/tasks/rust-bm25-search/environment/docs/environment.md b/tasks/rust-bm25-search/environment/docs/environment.md
new file mode 100644
index 0000000..0229465
--- /dev/null
+++ b/tasks/rust-bm25-search/environment/docs/environment.md
@@ -0,0 +1,39 @@
+# Environment
+
+CPU-only Linux x86_64: 4 CPUs, 16 GiB container memory including children and
+page cache, 64 GiB workspace, 256 PIDs, no runtime network. Agent budget:
+10,800 seconds. Both phases use
+`docker.io/hanhainebula/search-swe-base:cpu-py3.12-1.0.0`.
+The verifier host must provide Linux Landlock ABI 1 or newer and seccomp filters.
+Submitted commands additionally have a 128-process/thread UID limit and 1,024
+file descriptors. Compilation/indexing output files are capped at 16 GiB each;
+each search diagnostic file is capped at 16 MiB.
+
+Rust 1.85.1 is installed at `/opt/rust`. `/opt/cargo` contains the locked
+generic dependency cache. The starter at `/app/submission` does not implement
+retrieval. Use `cargo build --release --offline --locked`.
+`CARGO_TARGET_DIR=/app/build` keeps build products outside submitted source.
+After implementing the CLI, run `python /task/smoke.py --binary
+/app/build/release/bm25-search` for a three-passage synthetic check. It does
+not estimate full-dev quality or add a hidden score requirement.
+
+Only `/app/submission` transfers. The verifier recompiles it within 600 seconds
+and rebuilds the index from the raw corpus within 7,200 seconds. Submit only
+Cargo.toml, Cargo.lock, Rust files under src, and optionally README.md.
+Commands are `bm25-search index --corpus PATH --index DIR --threads 4` and
+`bm25-search search --index DIR --threads 4`. The task request defines the
+complete protocol, measurement procedure and file limits.
+
+Search runs as UID 10001. It can read the immutable index, executable and
+necessary system libraries; raw corpus and writable caches are unavailable.
+All candidate phases block persistent System V IPC, POSIX message queues,
+kernel keyrings, extended-attribute operations and io_uring. Ordinary Rust
+threads and file-backed mmap remain available. Index files, directories and
+the index root must have no extended attributes.
+Each cold sample starts a fresh process without query warmup. OS file caches
+are not cleared. Stdout is JSONL only; diagnostics may use stderr.
+
+The shared image includes additional software such as Pyserini. Availability
+does not permit using an existing search engine in the submission. The
+reference is Pyserini 1.4.0 with BM25 k1=0.9, b=0.4. Verification requires no
+API credentials or model judge.
diff --git a/tasks/rust-bm25-search/environment/install-rust.sh b/tasks/rust-bm25-search/environment/install-rust.sh
new file mode 100644
index 0000000..2db616c
--- /dev/null
+++ b/tasks/rust-bm25-search/environment/install-rust.sh
@@ -0,0 +1,13 @@
+#!/bin/sh
+set -eu
+rust_archive=/tmp/search-swe-rust.tar.xz
+curl --fail --location --retry 3 \
+  https://static.rust-lang.org/dist/2025-03-18/rust-1.85.1-x86_64-unknown-linux-gnu.tar.xz \
+  --output "$rust_archive"
+printf '%s  %s\n' 912c76f602f5f630138fca2388b2688c2c1aabcf823d71890b2b9155f743792e "$rust_archive" | sha256sum --check -
+tar -xJf "$rust_archive" -C /tmp
+/tmp/rust-1.85.1-x86_64-unknown-linux-gnu/install.sh \
+  --prefix=/opt/rust --disable-ldconfig \
+  --components=rustc,rust-std-x86_64-unknown-linux-gnu,cargo
+rm -rf "$rust_archive" /tmp/rust-1.85.1-x86_64-unknown-linux-gnu
+/opt/rust/bin/rustc --version | grep -F 'rustc 1.85.1 '
diff --git a/tasks/rust-bm25-search/environment/smoke.py b/tasks/rust-bm25-search/environment/smoke.py
new file mode 100644
index 0000000..fd5c4f8
--- /dev/null
+++ b/tasks/rust-bm25-search/environment/smoke.py
@@ -0,0 +1,46 @@
+#!/usr/bin/env python3
+"""Exercise the public CLI on three synthetic passages, without dev labels."""
+
+import argparse
+import gzip
+import json
+import math
+import subprocess
+import tempfile
+from pathlib import Path
+
+
+def main():
+    parser = argparse.ArgumentParser(description=__doc__)
+    parser.add_argument("--binary", type=Path, required=True)
+    args = parser.parse_args()
+    binary = str(args.binary.resolve(strict=True))
+    with tempfile.TemporaryDirectory(prefix="bm25-smoke-") as directory:
+        root = Path(directory)
+        corpus, index = root / "corpus.jsonl.gz", root / "index"
+        index.mkdir()
+        passages = ["bronze bronze alpha", "silver silver beta", "gold gold gamma"]
+        with gzip.open(corpus, "wt", encoding="utf-8") as stream:
+            for i, passage in enumerate(passages):
+                stream.write(json.dumps({"docid": str(i), "text": passage, "title": "metadata only"}) + "\n")
+        subprocess.run([binary, "index", "--corpus", str(corpus), "--index", str(index),
+                        "--threads", "4"], check=True, timeout=60)
+        queries = [{"query_id": "toy-a", "text": "bronze"}, {"query_id": "toy-b", "text": "gold"}]
+        result = subprocess.run([binary, "search", "--index", str(index), "--threads", "4"],
+                                input="".join(json.dumps(q) + "\n" for q in queries),
+                                text=True, capture_output=True, check=True, timeout=30)
+        rows = [json.loads(line) for line in result.stdout.splitlines()]
+        assert len(rows) == 2, "Expected exactly one response per query"
+        for row, query, expected in zip(rows, queries, ["0", "2"]):
+            assert row["query_id"] == query["query_id"]
+            assert row["results"] and row["results"][0]["doc_id"] == expected
+            ids = [hit["doc_id"] for hit in row["results"]]
+            scores = [hit["score"] for hit in row["results"]]
+            assert len(ids) <= 10 and len(set(ids)) == len(ids) and set(ids) <= {"0", "1", "2"}
+            assert all(not isinstance(x, bool) and math.isfinite(x) for x in scores)
+            assert scores == sorted(scores, reverse=True)
+        print("Public synthetic CLI check passed; this does not measure full-dev MRR.")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/tasks/rust-bm25-search/environment/starter/Cargo.lock b/tasks/rust-bm25-search/environment/starter/Cargo.lock
new file mode 100644
index 0000000..a4aa221
--- /dev/null
+++ b/tasks/rust-bm25-search/environment/starter/Cargo.lock
@@ -0,0 +1,364 @@
+# This file is automatically @generated by Cargo.
+# It is not intended for manual editing.
+version = 4
+
+[[package]]
+name = "adler2"
+version = "2.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "320119579fcad9c21884f5c4861d16174d0e06250625266f50fe6898340abefa"
+
+[[package]]
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+checksum = "c982642fa9e8606056828ee9a8505737230110bb1099153c79efe865c59d12ba"
+dependencies = [
+ "memchr",
+]
+
+[[package]]
+name = "bm25-search"
+version = "0.1.0"
+dependencies = [
+ "byteorder",
+ "flate2",
+ "memmap2",
+ "rayon",
+ "regex",
+ "rust-stemmers",
+ "serde",
+ "serde_json",
+ "unicode-normalization",
+ "zstd",
+]
+
+[[package]]
+name = "byteorder"
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+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1fd0f2584146f6f2ef48085050886acf353beff7305ebd1ae69500e27c67f64b"
+
+[[package]]
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+dependencies = [
+ "find-msvc-tools",
+ "jobserver",
+ "libc",
+ "shlex",
+]
+
+[[package]]
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+
+[[package]]
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+dependencies = [
+ "cfg-if",
+]
+
+[[package]]
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+dependencies = [
+ "crossbeam-epoch",
+ "crossbeam-utils",
+]
+
+[[package]]
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+[[package]]
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+ "cfg-if",
+ "libc",
+ "r-efi",
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+ "libc",
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+[[package]]
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+ "unicode-ident",
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+checksum = "e91ee311a569c327171651566e07972200e76fcfe2242a4fa446149a3881c08a"
+dependencies = [
+ "zstd-safe",
+]
+
+[[package]]
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+dependencies = [
+ "zstd-sys",
+]
+
+[[package]]
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+dependencies = [
+ "cc",
+ "pkg-config",
+]
diff --git a/tasks/rust-bm25-search/environment/starter/Cargo.toml b/tasks/rust-bm25-search/environment/starter/Cargo.toml
new file mode 100644
index 0000000..f35d14f
--- /dev/null
+++ b/tasks/rust-bm25-search/environment/starter/Cargo.toml
@@ -0,0 +1,21 @@
+[package]
+name = "bm25-search"
+version = "0.1.0"
+edition = "2021"
+rust-version = "1.85"
+
+[dependencies]
+byteorder = "=1.5.0"
+flate2 = "=1.1.0"
+memmap2 = "=0.9.5"
+rayon = "=1.10.0"
+regex = "=1.11.1"
+rust-stemmers = "=1.2.0"
+serde = { version = "=1.0.219", features = ["derive"] }
+serde_json = "=1.0.140"
+unicode-normalization = "=0.1.24"
+zstd = "=0.13.3"
+
+[profile.release]
+lto = "thin"
+codegen-units = 1
diff --git a/tasks/rust-bm25-search/environment/starter/src/main.rs b/tasks/rust-bm25-search/environment/starter/src/main.rs
new file mode 100644
index 0000000..775d33a
--- /dev/null
+++ b/tasks/rust-bm25-search/environment/starter/src/main.rs
@@ -0,0 +1,5 @@
+fn main() {
+    eprintln!("Implement: bm25-search index --corpus PATH --index DIR --threads N");
+    eprintln!("Implement: bm25-search search --index DIR --threads N");
+    std::process::exit(2);
+}
diff --git a/tasks/rust-bm25-search/instruction.md b/tasks/rust-bm25-search/instruction.md
new file mode 100644
index 0000000..a311091
--- /dev/null
+++ b/tasks/rust-bm25-search/instruction.md
@@ -0,0 +1,23 @@
+We need a compact CPU passage-search engine that can start from a persisted index and serve top-10 lexical results. Please implement it in Rust, with a fully self-built BM25 index. Retrieval quality must reach our fixed Pyserini reference before improvements in quality, query time and index size earn credit. We also need measurements of startup without query warmup and resident memory so those costs remain visible.
+
+The corpus is at `/task/data/corpus.jsonl.gz`: gzip JSONL containing all 8,841,823 MS MARCO Passage v1 documents, with string `docid`, `text` and additional `title` metadata. Index only `text`; including titles would change the task. IDs are exactly the decimal strings from `0` through `8841822`. `/task/data/warmup.jsonl.gz` provides 54 public DL20 queries with string `query_id` and `query` fields for exercising your engine. They are disjoint from dev by ID and normalized text and are not a scored dev subset. Final evaluation uses all 6,980 standard passage dev queries and positive judgments, which are not supplied to the agent. MS MARCO dataset terms apply.
+
+You have Linux x86_64, Rust 1.85.1, four CPU cores, 16 GiB of container memory including children and page cache, 64 GiB of working storage and a 256-PID container limit. Submitted commands are limited to 128 processes/threads for their UID, 1,024 file descriptors and 16 GiB per output file during compilation/indexing; each search diagnostic file is limited to 16 MiB. There is no GPU or network, and your budget is 10,800 seconds. The verifier host requires Landlock and seccomp filter support. A starter at `/app/submission` deliberately does not implement retrieval. Its Cargo files pin byteorder, flate2, memmap2, rayon, regex, rust-stemmers, serde, serde_json, unicode-normalization, zstd and their generic dependencies, all available offline. Exact pins and further environment details are in the Cargo files and `/task/docs`. You can run `python /task/smoke.py --binary /app/build/release/bm25-search` for an optional three-passage synthetic check; it does not estimate full-dev quality.
+
+Implement the dictionary, inverted postings, term frequencies, document lengths, serialization, BM25 scoring and retrieval yourself in Rust. Generic libraries for stemming, tokenization, compression, parallelism and I/O are allowed. Submitted implementations must not use or wrap existing retrieval/index engines such as Tantivy, Lucene, Anserini or Pyserini, or use prebuilt indexes. Pyserini is used only by the verifier as a reference. You may tune BM25 parameters and text analysis, but do not use neural or learned retrieval, external data, downloads, query-specific answer tables, evaluation detection or manipulation of tests or rewards. Results must derive from the corpus and query and remain identical in cold and warm processes.
+
+Leave your source in `/app/submission`: `Cargo.toml`, `Cargo.lock`, `src/main.rs`, any other `.rs` files under `src/`, and optionally `README.md`. Use `bm25-search` as both package and executable name. The limit is 1,000 regular source files, 10 MiB total and 10 nested directory levels; no symlinks or hard links. Exclude workspaces, custom build scripts, Cargo patches, vendored dependencies, `.cargo` overrides, binaries, indexes and generated data. Keep build products elsewhere with `CARGO_TARGET_DIR=/app/build`. Only `/app/submission` transfers to the separate verifier, which recompiles using `cargo build --release --offline --locked --bin bm25-search -j 4`. Compilation has a 600-second limit and the binary may occupy at most 100 MiB. Only cached generic crates can be used; packages cannot be downloaded during execution.
+
+The verifier creates an empty `/work/index` and invokes `bm25-search index --corpus /task/data/corpus.jsonl.gz --index /work/index --threads 4`. Build all persistent search state there from the corpus within 7,200 seconds. The index must occupy at most 16 GiB of logical file bytes and contain no links, special files or extended attributes, including on its root and subdirectories. Workspace is limited to 64 GiB and 100,000 entries. The index becomes read-only before queries run.
+
+For queries, implement `bm25-search search --index /work/index --threads 4` as a persistent process. Read one JSON object per stdin line, such as `{"query_id":"example","text":"example query"}`, and emit exactly one matching response, such as `{"query_id":"example","results":[{"doc_id":"42","score":1.2}]}`, followed by a newline and a flush. Requests are at most 4,096 UTF-8 bytes; responses including newline are at most 65,536 bytes. Return zero to ten unique valid IDs with finite numeric scores in descending order, using any deterministic tie order. Send diagnostics to stderr, with no ready message or logging on stdout, and exit cleanly within five seconds of stdin EOF. Do not depend on query or label files.
+
+Submitted commands run without grading privileges. Persistent System V IPC, POSIX message queues, kernel keyrings, extended-attribute operations and io_uring are unavailable in all phases; ordinary Rust threads and file-backed memory mapping are supported. During search, the process can read only its compiled executable, immutable index and required system libraries. The corpus, source, compiler caches, hidden data and writable cache directories are unavailable; stdout and stderr remain usable. All retrieval state needed after startup must be in the index or computed from it in RAM.
+
+The reference is Pyserini 1.4.0 with BM25 `k1=0.9`, `b=0.4`, its default English analyzer and top-10 retrieval over text alone. Its index stores neither raw text, positions nor document vectors. Its measured full-dev MRR@10 is exactly `3236243/17589600`, approximately `0.18398616227770956`. A query contributes the inverse rank of its first positively judged hit in the top ten, or zero; average over all 6,980 expected queries. Every query must receive a valid response. Your MRR must reach the exact reference fraction, without rounding it to `0.18` or `0.1840`.
+
+Cold latency uses five fresh processes, each receiving its first query without query warmup. Timing starts before process launch and ends at the first valid response, including runtime startup, index loading and query work. We report all samples, their median and p95. The operating system file cache is not evicted, so this measures process-cold startup rather than guaranteed cold-storage latency. A separate new process runs the 54 disjoint warmup queries, then all dev queries with one request outstanding. The controller measures batch wall time, p50/p95 request latency and throughput as `6980/batch_seconds`. Each request has a 120-second deadline, including cold startup; warmup and the measured batch each have a 3,600-second budget. Sampled cold and warm responses must match exactly, including scores.
+
+Disk is the logical byte sum of every index file, including dictionaries and metadata. We also report build time and sampled peak search-process RSS, which excludes children and unmapped page cache; the 16 GiB container limit includes both. Cold latency, memory, warm p95 and throughput have no separate bonus terms. Throughput is already represented by batch time. This first version measures concurrency one, not saturated-server throughput.
+
+The verifier rebuilds and measures the same pinned reference locally. For valid submissions passing the quality and resource gates, let `M` be MRR, `T` warm batch seconds and `D` index bytes, with corresponding reference values `Mref`, `Tref`, `Dref`. Equal weights give `U=((M/Mref)*(Tref/T)*(Dref/D))^(1/3)` and `reward=U/(1+U)`. Reference-equivalent metrics score 0.5; better quality, less time or less disk improve the score. Missing, invalid, timed-out, over-budget or below-reference submissions receive zero. Reference or environment failures invalidate the run and must not be interpreted as model failures.
diff --git a/tasks/rust-bm25-search/raw-instruction.md b/tasks/rust-bm25-search/raw-instruction.md
new file mode 100644
index 0000000..9f8737d
--- /dev/null
+++ b/tasks/rust-bm25-search/raw-instruction.md
@@ -0,0 +1,107 @@
+# Rust BM25 passage search
+
+## Work need
+
+Build a compact CPU passage-search engine that starts from a persisted index
+and serves top-10 lexical results. Quality must reach the fixed Pyserini BM25
+reference before quality, query time and index size improvements earn credit.
+Measure startup without query warmup and resident memory as well.
+
+## Inputs and resources
+
+- `/task/data/corpus.jsonl.gz`: all 8,841,823 MS MARCO Passage v1 records,
+  gzip JSONL with string `docid`, `text` and extra `title` metadata. Index only
+  `text`. IDs are decimal strings `0` through `8841822`.
+- `/task/data/warmup.jsonl.gz`: 54 public DL20 query texts, with string
+  `query_id` and `query`. They are disjoint from dev by ID and normalized text;
+  they are for exercising the engine, not a scored dev subset.
+- Hidden evaluation: all 6,980 standard passage dev queries and positive qrels.
+  Neither is supplied to the agent. MS MARCO dataset terms apply.
+- Linux x86_64; 4 CPUs; no GPU or network; 16 GiB container memory including
+  children and page cache; 64 GiB working storage; 256 container PIDs.
+  Agent budget: 10,800 seconds. Verifier host requires Landlock and seccomp filter support.
+  Submitted commands are limited to 128 processes/threads for their UID,
+  1,024 file descriptors, and 16 GiB per output file during compile/index.
+  Each search diagnostic file is limited to 16 MiB.
+- Rust 1.85.1; starter at `/app/submission`; locked offline generic crates:
+  byteorder, flate2, memmap2, rayon, regex, rust-stemmers, serde, serde_json,
+  unicode-normalization, zstd, and their dependencies. Exact pins are in Cargo
+  files and `/task/docs`. The starter deliberately does not implement retrieval.
+  Optional self-check: `python /task/smoke.py --binary /app/build/release/bm25-search`
+  uses three synthetic passages and does not estimate full-dev quality.
+
+## Implementation and artifacts
+
+- Implement dictionary, inverted postings, term frequencies, document lengths,
+  serialization, BM25 scoring and retrieval in Rust from scratch. Generic
+  stemming, tokenization, compression, parallelism and I/O crates are allowed.
+  Existing retrieval/index engines (including Tantivy, Lucene, Anserini and
+  Pyserini), wrappers around them and prebuilt indexes are prohibited in the
+  submission. Pyserini is used only by the verifier as the reference.
+- BM25 parameters and analysis may be tuned. No neural/learned retrieval,
+  external data, downloads, query-specific answer tables, evaluation detection
+  or test/reward manipulation. Results must derive from corpus and query and
+  be identical in cold and warm processes.
+- Submit `/app/submission/Cargo.toml`, `Cargo.lock`, `src/main.rs`, other `.rs`
+  files under `src/`, and optionally `README.md`. Package and executable name:
+  `bm25-search`. Limit: 1,000 regular files, 10 MiB total, 10 nested directory
+  levels; no symlinks/hard links, workspaces, custom build scripts, Cargo patches,
+  vendored dependencies, `.cargo` overrides, binaries, indexes or generated data.
+  Keep compiler outputs elsewhere using `CARGO_TARGET_DIR=/app/build`.
+- Only `/app/submission` transfers. The verifier recompiles with
+  `cargo build --release --offline --locked --bin bm25-search -j 4`, with a
+  600-second limit and maximum 100 MiB binary. Only cached generic crates
+  can be used; no packages are downloaded during execution.
+- Index command: `bm25-search index --corpus /task/data/corpus.jsonl.gz --index /work/index --threads 4`.
+  The directory exists and is empty. Build all persistent state there from the
+  corpus within 7,200 seconds and 16 GiB of logical bytes. No links, special
+  files or extended attributes, including on the index root and subdirectories.
+  Workspace is limited to 64 GiB and 100,000 entries. Index becomes read-only.
+- Search command: `bm25-search search --index /work/index --threads 4`.
+  Persistent stdin/stdout JSONL protocol: request
+  `{"query_id":"example","text":"example query"}`; response
+  `{"query_id":"example","results":[{"doc_id":"42","score":1.2}]}`.
+  Emit exactly one matching response, newline and flush per request. No ready
+  message or stdout diagnostics; use stderr. Requests are at most 4,096 UTF-8
+  bytes; responses including newline at most 65,536 bytes. Return zero to ten
+  unique valid IDs with finite numeric scores descending; deterministic ties
+  are allowed. Exit cleanly within five seconds of stdin EOF. No query-file or label-file dependency.
+- Commands run without grading privileges. Persistent System V IPC, POSIX
+  message queues, kernel keyrings, extended-attribute operations and io_uring
+  are unavailable in all phases; ordinary Rust threads and file-backed memory
+  mapping are supported. Search can read only its compiled
+  executable, immutable index and required system libraries. Corpus, source,
+  compiler caches, hidden data and writable cache directories are unavailable.
+  Stdout/stderr remain usable. State must be in the index or computed from it in RAM.
+
+## Measurement and reward
+
+- Reference: Pyserini 1.4.0, BM25 k1=0.9, b=0.4, default English analyzer,
+  top 10, text only, no stored raw text, positions or document vectors. Measured
+  dev MRR@10 is exactly `3236243/17589600`, approximately `0.18398616227770956`.
+- MRR: first positive judgment among top 10 gives inverse rank, otherwise zero;
+  denominator is all 6,980 queries. Every query needs a valid response. Require
+  MRR at least the exact reference fraction, without rounding to 0.18 or 0.1840.
+- Five fresh-process cold samples, no query warmup. Time starts before launch
+  and includes runtime startup, index loading and first valid response. Report
+  all samples, median and p95. OS file cache is not evicted: process-cold, not
+  guaranteed cold-storage latency.
+- A new warm process runs the 54 disjoint warmup queries, then all dev queries
+  with one request outstanding. Externally measure batch seconds, p50/p95 request
+  latency and throughput `6980/batch_seconds`. Per-request timeout: 120 seconds,
+  including cold startup. Warmup and measured batch each have a 3,600-second
+  limit. Sampled cold and warm responses must match exactly, including scores.
+- Disk is the logical byte sum of every index file, including metadata and
+  dictionaries. Report build time and sampled search-process peak RSS, excluding
+  children and unmapped page cache; the container memory limit includes both.
+  Cold latency, memory, warm p95 and throughput get no separate bonus term;
+  throughput is already represented by batch time. Concurrency is one, not a
+  saturated-server throughput test.
+- Rebuild and measure the same pinned reference locally in the verifier. Let
+  M, T, D be candidate MRR, warm batch seconds, index bytes, with reference
+  values Mref, Tref, Dref. Equal weights give
+  `U=((M/Mref)*(Tref/T)*(Dref/D))^(1/3)` and `reward=U/(1+U)`.
+  Reference-equivalent metrics score 0.5. Improvements in quality, time or disk
+  raise reward after all quality/resource gates pass. Invalid, missing,
+  timed-out, over-budget or below-reference submissions receive zero.
+  Reference/environment failures invalidate the run; they are not model failures.
diff --git a/tasks/rust-bm25-search/task.toml b/tasks/rust-bm25-search/task.toml
new file mode 100644
index 0000000..b471358
--- /dev/null
+++ b/tasks/rust-bm25-search/task.toml
@@ -0,0 +1,36 @@
+schema_version = "1.4"
+
+artifacts = [
+    "/app/submission",
+]
+
+[task]
+name = "search-swe/rust-bm25-search"
+version = "0.1.0"
+description = "Build a Rust BM25 index from MS MARCO passages and improve quality, search time and index size above a pinned Pyserini quality floor."
+authors = [{ name = "MXueguang", email = "x93ma@edu.uwaterloo.ca" }]
+keywords = ["information-retrieval", "bm25", "rust", "cpu", "efficiency"]
+
+[metadata]
+primary_metric = "quality-gated BM25 quality/time/disk tradeoff"
+
+[agent]
+timeout_sec = 10800.0
+user = "root"
+network_mode = "no-network"
+
+[verifier]
+timeout_sec = 18000.0
+user = "root"
+environment_mode = "separate"
+network_mode = "no-network"
+
+[environment]
+build_timeout_sec = 1800.0
+workdir = "/app/submission"
+os = "linux"
+network_mode = "no-network"
+cpus = 4
+memory_mb = 16384
+storage_mb = 65536
+gpus = 0
diff --git a/tasks/rust-bm25-search/tests/.dockerignore b/tasks/rust-bm25-search/tests/.dockerignore
new file mode 100644
index 0000000..43ae0e2
--- /dev/null
+++ b/tasks/rust-bm25-search/tests/.dockerignore
@@ -0,0 +1,2 @@
+__pycache__/
+*.py[cod]
diff --git a/tasks/rust-bm25-search/tests/Dockerfile b/tasks/rust-bm25-search/tests/Dockerfile
new file mode 100644
index 0000000..6a94c02
--- /dev/null
+++ b/tasks/rust-bm25-search/tests/Dockerfile
@@ -0,0 +1,12 @@
+FROM docker.io/hanhainebula/search-swe-base:cpu-py3.12-1.0.0
+
+COPY install-rust.sh /tmp/install-rust.sh
+RUN sh /tmp/install-rust.sh && rm /tmp/install-rust.sh
+ENV PATH="/opt/rust/bin:${PATH}" CARGO_HOME=/opt/cargo \
+    JAVA_TOOL_OPTIONS="-Xmx10g -XX:ActiveProcessorCount=4"
+COPY toolchain/ /seed/
+RUN cd /seed && cargo fetch --locked && cargo build --release --locked --offline \
+    && rm -rf /seed/target \
+    && useradd --create-home --uid 10001 --user-group submission
+COPY . /tests/
+RUN chmod 700 /tests /tests/data /tests/test.sh
diff --git a/tasks/rust-bm25-search/tests/benchmark.py b/tasks/rust-bm25-search/tests/benchmark.py
new file mode 100644
index 0000000..71d4672
--- /dev/null
+++ b/tasks/rust-bm25-search/tests/benchmark.py
@@ -0,0 +1,266 @@
+#!/usr/bin/env python3
+"""External wall-clock measurement for a persistent JSONL search process.
+
+The controller sends one request at a time, timestamps responses itself,
+and never accepts submission-provided timing. It does not evict host caches.
+"""
+
+from __future__ import annotations
+
+import hashlib
+import json
+import math
+import os
+import selectors
+import select
+import signal
+import subprocess
+import time
+from pathlib import Path
+from itertools import chain
+
+from evaluate import InvalidSubmission, validate_response
+
+MAX_LINE_BYTES = 64 * 1024
+
+
+def sha256(path: Path) -> str:
+    with path.open("rb") as stream:
+        return hashlib.file_digest(stream, "sha256").hexdigest()
+
+
+def index_bytes(directory: Path) -> int:
+    """Logical file bytes; links, special files and uncounted xattrs are invalid."""
+    if not directory.is_dir() or directory.is_symlink():
+        raise ValueError("Index must be a real directory")
+    total = 0
+    for path in chain([directory], directory.rglob("*")):
+        if path.is_symlink():
+            raise ValueError(f"Index may not contain symlinks: {path}")
+        # Check the root and every directory too. Do not ignore permission or
+        # filesystem errors: an index whose metadata cannot be checked fails.
+        if os.listxattr(path, follow_symlinks=False):
+            raise ValueError(f"Index may not contain extended attributes: {path}")
+        if path.is_file():
+            if path.stat().st_nlink != 1:
+                raise ValueError(f"Index may not contain hard links: {path}")
+            total += path.stat().st_size
+        elif not path.is_dir():
+            raise ValueError(f"Index may not contain special files: {path}")
+    if total <= 0:
+        raise ValueError("Index is empty")
+    return total
+
+
+def percentile(values: list[float], fraction: float) -> float:
+    if not values:
+        raise ValueError("No observations")
+    ordered = sorted(values)
+    return ordered[max(0, math.ceil(fraction * len(ordered)) - 1)]
+
+
+class SearchProcess:
+    def __init__(self, command: list[str], *, stderr: Path, cwd: Path | None = None,
+                 env: dict[str, str] | None = None, cleanup=None):
+        self.cleanup = cleanup
+        self.stderr_stream = stderr.open("wb")
+        self.started = time.monotonic()
+        try:
+            self.process = subprocess.Popen(command, stdin=subprocess.PIPE,
+                                            stdout=subprocess.PIPE, stderr=self.stderr_stream,
+                                            cwd=cwd, env=env, start_new_session=True, bufsize=0)
+        except BaseException:
+            self.stderr_stream.close()
+            raise
+        self.selector = selectors.DefaultSelector()
+        self.selector.register(self.process.stdout, selectors.EVENT_READ)
+        self.buffer = bytearray()
+        os.set_blocking(self.process.stdin.fileno(), False)
+        self.peak_rss_kib = 0
+
+    def _sample_rss(self) -> None:
+        # Diagnostic process high-water mark, not total cgroup memory/page cache.
+        # A container memory limit is enforced separately by the operator.
+        try:
+            for line in Path(f"/proc/{self.process.pid}/status").read_text().splitlines():
+                if line.startswith("VmHWM:"):
+                    self.peak_rss_kib = max(self.peak_rss_kib, int(line.split()[1]))
+                    break
+        except (OSError, ValueError):
+            pass
+
+    def request(self, query: dict[str, str], *, timeout: float,
+                document_count: int) -> tuple[dict, float]:
+        if self.buffer:
+            raise InvalidSubmission("Unexpected unsolicited output")
+        if self.process.poll() is not None:
+            raise InvalidSubmission("Search process exited before the request")
+        payload = (json.dumps(query, ensure_ascii=False) + "\n").encode()
+        if len(payload) > 4096:
+            raise ValueError("Query exceeds the protocol's 4096-byte request limit")
+        started = time.monotonic()
+        deadline = started + timeout
+        # Requests fit within PIPE_BUF on the supported Linux runtime.
+        pending = memoryview(payload)
+        while pending:
+            remaining = deadline - time.monotonic()
+            if remaining <= 0:
+                raise TimeoutError("Search process did not read its request in time")
+            if not select.select([], [self.process.stdin], [], min(remaining, .1))[1]:
+                continue
+            try:
+                written = os.write(self.process.stdin.fileno(), pending)
+                pending = pending[written:]
+            except BlockingIOError:
+                continue
+            except BrokenPipeError as error:
+                raise InvalidSubmission("Search process closed stdin") from error
+        while b"\n" not in self.buffer:
+            remaining = deadline - time.monotonic()
+            if remaining <= 0:
+                raise TimeoutError(f"Query {query['query_id']} exceeded its timeout")
+            events = self.selector.select(min(remaining, 0.1))
+            self._sample_rss()
+            if not events:
+                continue
+            chunk = os.read(self.process.stdout.fileno(), MAX_LINE_BYTES + 1)
+            if not chunk:
+                raise InvalidSubmission("Search process exited without a complete response")
+            self.buffer.extend(chunk)
+            if len(self.buffer) > MAX_LINE_BYTES:
+                raise InvalidSubmission("Search response exceeds the byte limit")
+        finished = time.monotonic()
+        line, _, extra = self.buffer.partition(b"\n")
+        self.buffer = bytearray(extra)
+        try:
+            row = json.loads(line)
+        except (ValueError, UnicodeError) as error:
+            raise InvalidSubmission("Response is not valid JSON") from error
+        validate_response(row, query["query_id"], document_count=document_count)
+        return row, finished - started
+
+    def close(self) -> None:
+        try:
+            os.killpg(self.process.pid, signal.SIGTERM)
+        except ProcessLookupError:
+            pass
+        try:
+            self.process.wait(timeout=1)
+        except subprocess.TimeoutExpired:
+            pass
+        # Always terminate the group, including children surviving their parent.
+        try:
+            os.killpg(self.process.pid, signal.SIGKILL)
+        except ProcessLookupError:
+            pass
+        self.process.wait(timeout=5)
+        self.selector.close()
+        self.process.stdin.close()
+        self.process.stdout.close()
+        self.stderr_stream.close()
+        if self.cleanup is not None:
+            self.cleanup()
+
+    def __enter__(self):
+        return self
+
+    def finish(self) -> None:
+        self.process.stdin.close()
+        try:
+            code = self.process.wait(timeout=5)
+        except subprocess.TimeoutExpired as error:
+            raise InvalidSubmission("Search did not exit within five seconds of stdin EOF") from error
+        # A descendant may retain stdout after its parent exits. Never block
+        # waiting for its EOF; close() terminates the entire submission group.
+        os.set_blocking(self.process.stdout.fileno(), False)
+        try:
+            extra = os.read(self.process.stdout.fileno(), MAX_LINE_BYTES + 1)
+        except BlockingIOError:
+            extra = b""
+        if self.buffer or extra:
+            raise InvalidSubmission("Unexpected output after the final response")
+        if code:
+            raise InvalidSubmission(f"Search exited with status {code}")
+
+    def __exit__(self, error_type, *_):
+        try:
+            if error_type is None:
+                self.finish()
+        finally:
+            self.close()
+
+
+def measure(command: list[str], *, queries: list[dict], warmup: list[dict],
+            directory: Path, document_count: int, timeout: float = 120,
+            cold_samples: int = 5, batch_timeout: float = 3600,
+            cwd: Path | None = None, env: dict[str, str] | None = None,
+            cleanup=None) -> tuple[dict, list[dict]]:
+    if not queries or not warmup:
+        raise ValueError("Both evaluation and disjoint warmup queries are required")
+    if cold_samples < 1 or cold_samples > len(queries):
+        raise ValueError("Cold samples must be between one and the query count")
+    if timeout <= 0 or batch_timeout <= 0:
+        raise ValueError("Timeouts must be positive")
+    def normalized_text(q):
+        return " ".join(q["text"].casefold().split())
+    if ({q["query_id"] for q in queries} & {q["query_id"] for q in warmup}
+            or {normalized_text(q) for q in queries} & {normalized_text(q) for q in warmup}):
+        raise ValueError("Warmup and measured queries must be disjoint by ID and normalized text")
+    directory.mkdir(parents=True, exist_ok=False)
+    cold_times, cold_rows, rss = [], [], 0
+    # Deterministically distribute samples across the query file; every sample
+    # gets a fresh process. This is process-cold, not a claim of cold disk I/O.
+    indices = [i * len(queries) // cold_samples for i in range(cold_samples)]
+    for sample, index in enumerate(indices):
+        with SearchProcess(command, stderr=directory / f"cold-{sample}.stderr.log",
+                           cwd=cwd, env=env, cleanup=cleanup) as worker:
+            remaining = timeout - (time.monotonic() - worker.started)
+            if remaining <= 0:
+                raise TimeoutError("Cold process launch exceeded its request budget")
+            row, _ = worker.request(queries[index], timeout=remaining, document_count=document_count)
+            cold_times.append(time.monotonic() - worker.started)
+            cold_rows.append(row)
+            rss = max(rss, worker.peak_rss_kib)
+    responses, latencies = [], []
+    with SearchProcess(command, stderr=directory / "warm.stderr.log", cwd=cwd, env=env,
+                       cleanup=cleanup) as worker:
+        warmup_started = time.monotonic()
+        for query in warmup:
+            remaining = batch_timeout - (time.monotonic() - warmup_started)
+            if remaining <= 0:
+                raise TimeoutError("Warmup exceeded its time budget")
+            worker.request(query, timeout=min(timeout, remaining), document_count=document_count)
+        started = time.monotonic()
+        for query in queries:
+            remaining = batch_timeout - (time.monotonic() - started)
+            if remaining <= 0:
+                raise TimeoutError("Complete measured batch exceeded its time budget")
+            row, elapsed = worker.request(query, timeout=min(timeout, remaining),
+                                          document_count=document_count)
+            responses.append(row)
+            latencies.append(elapsed)
+        wall = time.monotonic() - started
+        rss = max(rss, worker.peak_rss_kib)
+    by_id = {row["query_id"]: row for row in responses}
+    for row in cold_rows:
+        if row != by_id[row["query_id"]]:
+            raise InvalidSubmission("Cold and warm retrieval results disagree")
+    with (directory / "results.jsonl").open("w", encoding="utf-8") as stream:
+        for row in responses:
+            stream.write(json.dumps(row, ensure_ascii=False, allow_nan=False) + "\n")
+    metrics = {
+        "query_count": len(queries), "warmup_query_count": len(warmup),
+        "warm_seconds": wall, "warm_qps": len(queries) / wall,
+        "warm_latency_p50_seconds": percentile(latencies, .50),
+        "warm_latency_p95_seconds": percentile(latencies, .95),
+        "cold_start_to_first_result_seconds": cold_times,
+        "cold_start_p50_seconds": percentile(cold_times, .50),
+        "cold_start_p95_seconds": percentile(cold_times, .95),
+        "cold_samples": cold_samples,
+        "cache_policy": "new process; no query warmup; OS file cache is not evicted",
+        "sampled_search_process_peak_rss_kib": rss,
+        "rss_scope": "search process only; excludes unmapped page cache and child processes",
+        "request_concurrency": 1,
+    }
+    (directory / "metrics.json").write_text(json.dumps(metrics, indent=2) + "\n")
+    return metrics, responses
diff --git a/tasks/rust-bm25-search/tests/data/dev.qrels.tsv b/tasks/rust-bm25-search/tests/data/dev.qrels.tsv
new file mode 100644
index 0000000..ebbfd82
--- /dev/null
+++ b/tasks/rust-bm25-search/tests/data/dev.qrels.tsv
@@ -0,0 +1,7437 @@
+300674 0 7067032 1
+125705 0 7067056 1
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+9083 0 7067274 1
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+320792 0 7067677 1
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+1101279 0 7067891 1
+201376 0 7068066 1
+54544 0 7068203 1
+118457 0 7068493 1
+178627 0 7068519 1
+178627 0 7068520 1
+1101278 0 7068907 1
+68095 0 7069266 1
+87892 0 7069601 1
+257309 0 4959637 1
+1090242 0 7070556 1
+211691 0 7070643 1
+165002 0 7070877 1
+1101276 0 7070950 1
+264827 0 7071066 1
+342285 0 7071436 1
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diff --git a/tasks/rust-bm25-search/tests/data/dev.queries.jsonl b/tasks/rust-bm25-search/tests/data/dev.queries.jsonl
new file mode 100644
index 0000000..b20fce5
--- /dev/null
+++ b/tasks/rust-bm25-search/tests/data/dev.queries.jsonl
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+{"query_id": "782426", "text": "what is peer group"}
+{"query_id": "1099726", "text": "how a hot spark plug works"}
+{"query_id": "782549", "text": "what is pennsylvania's minimum wage"}
+{"query_id": "258337", "text": "how long does it take to walk a quarter mile"}
+{"query_id": "1091633", "text": "phone number irs tax id number"}
+{"query_id": "1044809", "text": "who offers contactless cards"}
+{"query_id": "782696", "text": "what is perched"}
+{"query_id": "520627", "text": "tila-respa integrated disclosure definition"}
+{"query_id": "520636", "text": "tile meaning"}
+{"query_id": "1047365", "text": "what is rectus sheath block"}
+{"query_id": "1045071", "text": "what is the age for joining aarp"}
+{"query_id": "1045072", "text": "what is the age for hitting puberty"}
+{"query_id": "520816", "text": "time difference between california and ny"}
+{"query_id": "1091692", "text": "phone number for amtrak information"}
+{"query_id": "1045135", "text": "what is the acceptance rate at wellesley"}
+{"query_id": "1045203", "text": "who owns cnn cable news network"}
+{"query_id": "1045208", "text": "what is texas famous monument"}
+{"query_id": "1091706", "text": "philosophy literal. meaning"}
+{"query_id": "1045227", "text": "what is termis"}
+{"query_id": "1045229", "text": "what is terminal f"}
+{"query_id": "783098", "text": "what is persuasive essay"}
+{"query_id": "558548", "text": "what are extenuating circumstances"}
+{"query_id": "521018", "text": "time in crested butte co"}
+{"query_id": "1045374", "text": "what is targeted victory"}
+{"query_id": "783277", "text": "what is ph of bleach"}
+{"query_id": "611152", "text": "what county is pennsboro wv in?"}
+{"query_id": "1045540", "text": "what is supply chain mps"}
+{"query_id": "1045567", "text": "what is super duplex stainless steel"}
+{"query_id": "783433", "text": "what is philosophical anthropology"}
+{"query_id": "783843", "text": "what is pies and pints"}
+{"query_id": "259239", "text": "how long does pink eye last bacterial"}
+{"query_id": "521402", "text": "time travel theories"}
+{"query_id": "1045717", "text": "what is step up ring adapter"}
+{"query_id": "783602", "text": "what is php currency"}
+{"query_id": "1045826", "text": "what is ssc je"}
+{"query_id": "783687", "text": "what is physical therapy on an overuse syndrome?"}
+{"query_id": "259417", "text": "how long does respite last"}
+{"query_id": "1045853", "text": "what is spoc llc"}
+{"query_id": "1045855", "text": "cost of simple cremation in los angeles california"}
+{"query_id": "525467", "text": "tump definition"}
+{"query_id": "783822", "text": "what is pictorial drawing"}
+{"query_id": "1046042", "text": "what is social impact assessment"}
+{"query_id": "1091850", "text": "pantone color numbers"}
+{"query_id": "521801", "text": "tissue creep definition"}
+{"query_id": "783963", "text": "what is pineal gland used for"}
+{"query_id": "783981", "text": "what is pinipig in english"}
+{"query_id": "521851", "text": "title character in mt, robot"}
+{"query_id": "1046161", "text": "cost of retin a micro tretinoin"}
+{"query_id": "259763", "text": "how long does tap water have to sit before i put my fish in it"}
+{"query_id": "259781", "text": "how long does telkom take to upgrade adsl line"}
+{"query_id": "1048185", "text": "what is pododermatitis"}
+{"query_id": "522076", "text": "tobira stock price"}
+{"query_id": "1046384", "text": "what is shock for pool"}
+{"query_id": "1046387", "text": "what is shingrix?"}
+{"query_id": "522151", "text": "toenails growing curved"}
+{"query_id": "1046463", "text": "what is sealaska corporation"}
+{"query_id": "1046475", "text": "what is scott baio accused of"}
+{"query_id": "1046567", "text": "what is schema markup for seo"}
+{"query_id": "1046569", "text": "what is scc pacific in navy"}
+{"query_id": "260172", "text": "how long does tramadol stay in the urine"}
+{"query_id": "1046648", "text": "who played fiddle for boxcar willie"}
+{"query_id": "784549", "text": "what is pleurisy symptoms"}
+{"query_id": "1046736", "text": "what is ryan seacrest sc"}
+{"query_id": "1046750", "text": "who played howard's mom"}
+{"query_id": "1092517", "text": "benefits of hemp tea"}
+{"query_id": "1048282", "text": "what is pivx"}
+{"query_id": "1091973", "text": "benson radiology"}
+{"query_id": "784700", "text": "what is pmdd"}
+{"query_id": "1099803", "text": "honolulu chinese new year celebration"}
+{"query_id": "1046931", "text": "what is rocket league trading"}
+{"query_id": "784805", "text": "what is png file format"}
+{"query_id": "1046952", "text": "who played luke on general hospital"}
+{"query_id": "567714", "text": "what are the blood types in order of rarity"}
+{"query_id": "1047010", "text": "what is ring around the rosie"}
+{"query_id": "1047012", "text": "who played miss kitty in gunsmoke"}
+{"query_id": "1047088", "text": "who played peter in the eddy duchin story"}
+{"query_id": "784961", "text": "what is polarised"}
+{"query_id": "1047138", "text": "what is returnable packaging"}
+{"query_id": "1092029", "text": "oh how tall is mount kenya."}
+{"query_id": "1047160", "text": "what is residual risk quizlet"}
+{"query_id": "1047162", "text": "what is resi"}
+{"query_id": "260762", "text": "how long for an ach deposit to clear"}
+{"query_id": "522953", "text": "total number killed in civil war"}
+{"query_id": "567759", "text": "what are the brachial plexus nerves"}
+{"query_id": "1047269", "text": "what is region 2"}
+{"query_id": "260853", "text": "how long for broken shoulder to heal"}
+{"query_id": "785176", "text": "what is polydextrose made from"}
+{"query_id": "523062", "text": "tourist attractions in geneva switzerland"}
+{"query_id": "1047386", "text": "what is recl"}
+{"query_id": "1099823", "text": "homes in seminole florida"}
+{"query_id": "261098", "text": "how long for iv labetalol to work"}
+{"query_id": "524116", "text": "transmission fluid service how often"}
+{"query_id": "1047548", "text": "what is qd?"}
+{"query_id": "1047556", "text": "who plays al on home improvement"}
+{"query_id": "1047592", "text": "who plays archie's mom on riverdale"}
+{"query_id": "1047599", "text": "what is purple eye condition"}
+{"query_id": "1047625", "text": "who plays ash the porcupine in sing"}
+{"query_id": "1047629", "text": "what is pummelo"}
+{"query_id": "1047642", "text": "what is ptztv"}
+{"query_id": "1047662", "text": "what is psychic remote viewing"}
+{"query_id": "743708", "text": "what is emulation"}
+{"query_id": "1047700", "text": "what is proteomics"}
+{"query_id": "1047702", "text": "what is protected by hipaa rules"}
+{"query_id": "1047708", "text": "what is proprietary asset management"}
+{"query_id": "1099831", "text": "home remedies for lupus pain"}
+{"query_id": "1047738", "text": "what is prop"}
+{"query_id": "1047794", "text": "cost of hpv vaccine cdc"}
+{"query_id": "1047833", "text": "cost of hiv/aids yearly treatment"}
+{"query_id": "1047843", "text": "what is priority mail ?"}
+{"query_id": "1047854", "text": "what is printing mechanism"}
+{"query_id": "1082377", "text": "what does wintergreen blend well with"}
+{"query_id": "785721", "text": "what is postulate in algebra"}
+{"query_id": "794319", "text": "what is scotland famous for"}
+{"query_id": "523621", "text": "tranquilizing definition"}
+{"query_id": "830649", "text": "what is the meaning behind welcome to the black parade"}
+{"query_id": "1047913", "text": "what is prf for"}
+{"query_id": "785772", "text": "what is potassium good for"}
+{"query_id": "1047917", "text": "cost of hawkeye"}
+{"query_id": "261521", "text": "how long for weed to get out of your system urine test"}
+{"query_id": "1047987", "text": "what is povidone"}
+{"query_id": "830040", "text": "what is the mathematical formula for volume of a cylinder"}
+{"query_id": "261652", "text": "how long has aspire public schools been around"}
+{"query_id": "261683", "text": "how long has earth been habitable"}
+{"query_id": "786009", "text": "what is ppm in manufacturing"}
+{"query_id": "786021", "text": "what is ppp"}
+{"query_id": "523952", "text": "translation definition geometry"}
+{"query_id": "1048281", "text": "what is placenta dysplasia"}
+{"query_id": "786157", "text": "what is pre licensing course for real estate"}
+{"query_id": "1048303", "text": "what is pimple"}
+{"query_id": "43649", "text": "average salary structural engineer"}
+{"query_id": "1048359", "text": "what is php in mental health care"}
+{"query_id": "1048361", "text": "what is phone number for verizon tv"}
+{"query_id": "1048363", "text": "what is philology the study of?"}
+{"query_id": "1048377", "text": "what is pharmaceutical/medical waste"}
+{"query_id": "1048381", "text": "what is petty theft in kentucky"}
+{"query_id": "734979", "text": "what is coronary cta"}
+{"query_id": "524166", "text": "transportation to us bank stadium"}
+{"query_id": "968921", "text": "where did last names originate"}
+{"query_id": "786375", "text": "what is preoperative clearance"}
+{"query_id": "1048565", "text": "who plays sebastian michaelis"}
diff --git a/tasks/rust-bm25-search/tests/data/sources.json b/tasks/rust-bm25-search/tests/data/sources.json
new file mode 100644
index 0000000..82d7b6f
--- /dev/null
+++ b/tasks/rust-bm25-search/tests/data/sources.json
@@ -0,0 +1,18 @@
+{
+  "files": [
+    {
+      "url": "https://raw.githubusercontent.com/castorini/anserini-tools/8f1bc80988c2483d9519bc2519862b54ab730986/topics/topics.msmarco-passage.dev-subset.txt",
+      "source_sha256": "f4f71fa87b6be4fb968cca2b8f8554c4ebd003e6c3488af3ac1cc5629c3de189",
+      "path": "dev.queries.jsonl",
+      "size_bytes": 478653,
+      "sha256": "1a271ae784b2f518c42902fcb38a53331e19a13ea58edb9996f6e070e14ec174"
+    },
+    {
+      "url": "https://raw.githubusercontent.com/castorini/anserini-tools/8f1bc80988c2483d9519bc2519862b54ab730986/qrels/qrels.msmarco-passage.dev-subset.txt",
+      "source_sha256": "34ef51a24e049b3dd19b0a448b764f26b0def22ec42f421ecba2db91f82e7042",
+      "path": "dev.qrels.tsv",
+      "size_bytes": 143300,
+      "sha256": "34ef51a24e049b3dd19b0a448b764f26b0def22ec42f421ecba2db91f82e7042"
+    }
+  ]
+}
diff --git a/tasks/rust-bm25-search/tests/docker-compose.yaml b/tasks/rust-bm25-search/tests/docker-compose.yaml
new file mode 100644
index 0000000..1bb92c4
--- /dev/null
+++ b/tasks/rust-bm25-search/tests/docker-compose.yaml
@@ -0,0 +1,19 @@
+services:
+  main:
+    cpus: 4.0
+    mem_limit: 16g
+    memswap_limit: 16g
+    pids_limit: 256
+    volumes:
+      - type: bind
+        source: ../data/corpus.jsonl.gz
+        target: /task/data/corpus.jsonl.gz
+        read_only: true
+        bind:
+          create_host_path: false
+      - type: bind
+        source: ../data/warmup.jsonl.gz
+        target: /task/data/warmup.jsonl.gz
+        read_only: true
+        bind:
+          create_host_path: false
diff --git a/tasks/rust-bm25-search/tests/evaluate.py b/tasks/rust-bm25-search/tests/evaluate.py
new file mode 100644
index 0000000..05d45d9
--- /dev/null
+++ b/tasks/rust-bm25-search/tests/evaluate.py
@@ -0,0 +1,140 @@
+#!/usr/bin/env python3
+"""Deterministic output validation and MRR@10; no model judge or network."""
+
+from __future__ import annotations
+
+import json
+import gzip
+import math
+from fractions import Fraction
+from pathlib import Path
+
+
+class InvalidSubmission(ValueError):
+    pass
+
+
+def load_queries(path: Path) -> list[dict[str, str]]:
+    queries, seen = [], set()
+    opener = gzip.open if path.suffix == ".gz" else open
+    with opener(path, "rt", encoding="utf-8") as stream:
+        for line_number, line in enumerate(stream, 1):
+            row = json.loads(line)
+            qid, text = row.get("query_id"), row.get("text", row.get("query"))
+            if not isinstance(qid, str) or not qid or qid in seen:
+                raise ValueError(f"{path}:{line_number}: missing/duplicate query ID")
+            if not isinstance(text, str) or not text.strip():
+                raise ValueError(f"{path}:{line_number}: empty query text")
+            seen.add(qid)
+            queries.append({"query_id": qid, "text": text})
+    if not queries:
+        raise ValueError("Query set must not be empty")
+    return queries
+
+
+def load_qrels(path: Path, query_ids: set[str]) -> dict[str, set[str]]:
+    qrels = {qid: set() for qid in query_ids}
+    with path.open(encoding="utf-8") as stream:
+        for line_number, line in enumerate(stream, 1):
+            fields = line.split()
+            if len(fields) != 4:
+                raise ValueError(f"{path}:{line_number}: expected four TREC qrels fields")
+            qid, _, docid, relevance = fields
+            if qid in qrels and int(relevance) > 0:
+                qrels[qid].add(docid)
+    if any(not docs for docs in qrels.values()):
+        raise ValueError("Every scored query needs a positive relevance judgment")
+    return qrels
+
+
+def validate_response(row: object, query_id: str, *, document_count: int) -> list[str]:
+    if not isinstance(row, dict) or row.get("query_id") != query_id:
+        raise InvalidSubmission("Response does not match the requested query ID")
+    results = row.get("results")
+    if not isinstance(results, list) or len(results) > 10:
+        raise InvalidSubmission("results must be an array with at most ten hits")
+    seen, ordered = set(), []
+    previous = math.inf
+    for hit in results:
+        if not isinstance(hit, dict):
+            raise InvalidSubmission("Each hit must be an object")
+        docid, score = hit.get("doc_id"), hit.get("score")
+        # prepare_corpus.py verifies that this corpus has precisely the IDs
+        # 0..document_count-1. No corpus scan or large Python ID set is needed
+        # during timed queries. Smoke fixtures must use the same ID convention.
+        if (not isinstance(docid, str) or len(docid) > len(str(document_count - 1))
+                or not docid.isascii() or not docid.isdigit()
+                or str(int(docid)) != docid or not 0 <= int(docid) < document_count):
+            raise InvalidSubmission("Unknown/noncanonical passage ID")
+        if docid in seen:
+            raise InvalidSubmission("Duplicate passage ID")
+        try:
+            finite = isinstance(score, (int, float)) and math.isfinite(score)
+        except OverflowError:
+            finite = False
+        if isinstance(score, bool) or not finite or score > previous:
+            raise InvalidSubmission("Scores must be finite and in descending order")
+        previous = score
+        seen.add(docid)
+        ordered.append(docid)
+    return ordered
+
+
+def reciprocal_rank(docids: list[str], relevant: set[str]) -> Fraction:
+    return next((Fraction(1, rank) for rank, docid in enumerate(docids[:10], 1)
+                 if docid in relevant), Fraction(0))
+
+
+def evaluate(rows: list[dict], queries: list[dict], qrels: dict[str, set[str]],
+             *, document_count: int) -> dict:
+    """Use every expected query in the denominator; absent results contribute zero."""
+    query_ids = [query["query_id"] for query in queries]
+    if not query_ids or len(set(query_ids)) != len(query_ids):
+        raise ValueError("Expected queries must be nonempty and unique")
+    if set(qrels) != set(query_ids) or any(not docs for docs in qrels.values()):
+        raise ValueError("Qrels must cover exactly the expected query IDs")
+    predictions = {}
+    for row in rows:
+        if not isinstance(row, dict):
+            raise InvalidSubmission("Response must be an object")
+        qid = row.get("query_id")
+        if not isinstance(qid, str) or qid not in qrels or qid in predictions:
+            raise InvalidSubmission("Unknown/duplicate output query ID")
+        predictions[qid] = validate_response(row, qid, document_count=document_count)
+    total = sum((reciprocal_rank(predictions.get(qid, []), qrels[qid])
+                 for qid in query_ids), Fraction(0))
+    mrr = total / len(query_ids)
+    return {"mrr_at_10": float(mrr), "mrr_numerator": mrr.numerator,
+            "mrr_denominator": mrr.denominator, "query_count": len(query_ids),
+            "answered_query_count": len(predictions),
+            "complete": len(predictions) == len(query_ids)}
+
+
+def quality_passes(candidate: dict, reference: dict) -> bool:
+    """Compare exact rational MRR, without rounding the reference to 0.1840."""
+    return (candidate["complete"] and candidate["query_count"] == reference["query_count"]
+            and Fraction(candidate["mrr_numerator"], candidate["mrr_denominator"])
+            >= Fraction(reference["mrr_numerator"], reference["mrr_denominator"]))
+
+
+def tradeoff_reward(candidate: dict, reference: dict, weights: dict[str, float]) -> float:
+    """Candidate scoring formula; production weights require author calibration."""
+    if set(weights) != {"quality", "time", "disk"}:
+        raise ValueError("Weights must specify quality, time, and disk")
+    if any(isinstance(w, bool) or not math.isfinite(w) or w <= 0 for w in weights.values()):
+        raise ValueError("Weights must be finite and positive")
+    if not quality_passes(candidate["quality"], reference["quality"]):
+        return 0.0
+    values = [candidate["quality"]["mrr_at_10"], reference["quality"]["mrr_at_10"],
+              candidate["warm_seconds"], reference["warm_seconds"],
+              candidate["index_bytes"], reference["index_bytes"]]
+    if any(isinstance(v, bool) or not math.isfinite(v) or v <= 0 for v in values):
+        raise ValueError("Measured quality, time, and disk must be finite and positive")
+    qm, qr, tm, tr, dm, dr = values
+    log_u = (weights["quality"] * math.log(qm / qr)
+             + weights["time"] * math.log(tr / tm)
+             + weights["disk"] * math.log(dr / dm)) / sum(weights.values())
+    if log_u >= 0:
+        return 1 / (1 + math.exp(-log_u))
+    exp_u = math.exp(log_u)
+    return exp_u / (1 + exp_u)
diff --git a/tasks/rust-bm25-search/tests/grader.py b/tasks/rust-bm25-search/tests/grader.py
new file mode 100644
index 0000000..9a3f8f6
--- /dev/null
+++ b/tasks/rust-bm25-search/tests/grader.py
@@ -0,0 +1,256 @@
+#!/usr/bin/env python3
+"""Recompile Rust, rebuild its index, and compare against a local Pyserini run."""
+
+from __future__ import annotations
+
+import json
+import os
+import shutil
+import signal
+import stat
+import subprocess
+import sys
+import time
+import tomllib
+from pathlib import Path
+
+from benchmark import index_bytes, measure, sha256
+from evaluate import InvalidSubmission, evaluate, load_qrels, load_queries, quality_passes, tradeoff_reward
+from prepare_corpus import CORPUS_DOCUMENTS, prepare
+
+TESTS = Path(__file__).resolve().parent
+WORK = Path("/work")
+LOG = Path("/logs/verifier")
+UID = 10001
+THREADS = 4
+GIB = 1024**3
+WEIGHTS = {"quality": 1.0, "time": 1.0, "disk": 1.0}
+ENV = {"PATH": "/opt/rust/bin:/usr/bin:/bin", "HOME": "/work/tmp", "TMPDIR": "/work/tmp",
+       "CARGO_HOME": "/work/cargo", "CARGO_TARGET_DIR": "/work/target",
+       "RAYON_NUM_THREADS": "4", "OMP_NUM_THREADS": "4", "LC_ALL": "C.UTF-8"}
+
+
+def kill_submission_processes():
+    """This UID belongs exclusively to this disposable verifier container."""
+    for entry in Path("/proc").iterdir():
+        if entry.name.isdigit():
+            try:
+                if entry.stat().st_uid == UID:
+                    os.kill(int(entry.name), signal.SIGKILL)
+            except (FileNotFoundError, ProcessLookupError, PermissionError):
+                pass
+
+
+def tree_bytes(path: Path, *, limit: int = 64 * GIB) -> int:
+    total, count = 0, 0
+    for root, dirs, files in os.walk(path, followlinks=False):
+        for name in dirs + files:
+            item = Path(root) / name
+            try:
+                info = item.lstat()
+            except FileNotFoundError:
+                # Compilers legitimately rename/remove temporary files while
+                # the monitor walks the workspace. A removed file uses no space.
+                continue
+            if stat.S_ISLNK(info.st_mode):
+                continue  # Never follow a candidate link during quota monitoring.
+            count += 1
+            total += info.st_size if stat.S_ISREG(info.st_mode) else 0
+            if total > limit or count > 100_000:
+                raise InvalidSubmission("Workspace exceeds 64 GiB or 100,000 entries")
+    return total
+
+
+def run_candidate(mode: str, command: list[str], *, timeout: int, cwd: Path) -> float:
+    started = time.monotonic()
+    with (LOG / f"{mode}.stderr.log").open("wb") as output:
+        process = subprocess.Popen([sys.executable, str(TESTS / "isolate.py"), mode, *command],
+                                   cwd=cwd, env=ENV, stdin=subprocess.DEVNULL, stdout=output,
+                                   stderr=subprocess.STDOUT, start_new_session=True)
+        try:
+            while process.poll() is None:
+                if time.monotonic() - started > timeout:
+                    raise InvalidSubmission(f"{mode} exceeded {timeout} seconds")
+                if tree_bytes(WORK) + tree_bytes(LOG) > 64 * GIB:
+                    raise InvalidSubmission("Workspace and logs exceed 64 GiB")
+                time.sleep(.5)
+            if process.returncode:
+                raise InvalidSubmission(f"{mode} exited with status {process.returncode}")
+        finally:
+            kill_submission_processes()
+            try:
+                os.killpg(process.pid, signal.SIGKILL)
+            except ProcessLookupError:
+                pass
+            process.wait(timeout=5)
+    return time.monotonic() - started
+
+
+def own_tree(directory: Path, uid: int, *, readonly=False):
+    for root, dirs, files in os.walk(directory, followlinks=False):
+        for path in [Path(root), *[Path(root) / name for name in files]]:
+            if path.is_symlink():
+                raise InvalidSubmission("Unexpected symlink")
+            os.chown(path, uid, uid)
+            os.chmod(path, (0o555 if path.is_dir() else 0o444) if readonly
+                     else (0o755 if path.is_dir() else 0o644))
+
+
+def copy_source(source: Path):
+    if source.is_symlink() or not source.is_dir():
+        raise InvalidSubmission("Missing /app/submission source directory")
+    paths, total = [], 0
+    for path in source.rglob("*"):
+        info = path.lstat()
+        rel = path.relative_to(source)
+        if stat.S_ISDIR(info.st_mode):
+            if len(rel.parts) > 10:
+                raise InvalidSubmission("Source tree is too deeply nested")
+            continue
+        if not stat.S_ISREG(info.st_mode) or info.st_nlink != 1:
+            raise InvalidSubmission("Submission may contain only ordinary source files")
+        allowed = str(rel) in {"Cargo.toml", "Cargo.lock", "README.md"} or (
+            rel.parts[0] == "src" and path.suffix == ".rs")
+        if not allowed:
+            raise InvalidSubmission(f"Unexpected submission file: {rel}; remove build outputs and data")
+        total += info.st_size
+        paths.append((path, rel))
+        if total > 10 * 1024**2 or len(paths) > 1000:
+            raise InvalidSubmission("Source exceeds 10 MiB or 1,000 files")
+    manifest = tomllib.loads((source / "Cargo.toml").read_text())
+    package = manifest.get("package")
+    if not isinstance(package, dict) or package.get("name") != "bm25-search":
+        raise InvalidSubmission("Cargo package must be named bm25-search")
+    if package.get("build") or any(key in manifest for key in
+            ["build-dependencies", "workspace", "patch", "replace"]):
+        raise InvalidSubmission("Custom build scripts, workspaces, patches and vendored dependencies are excluded")
+    if not (source / "Cargo.lock").is_file() or not (source / "src/main.rs").is_file():
+        raise InvalidSubmission("Cargo.lock and src/main.rs are required")
+    target = WORK / "source"
+    target.mkdir()
+    for path, rel in paths:
+        destination = target / rel
+        destination.parent.mkdir(parents=True, exist_ok=True)
+        shutil.copyfile(path, destination)
+    own_tree(target, UID)
+
+
+def build_submission():
+    copy_source(Path("/app/submission"))
+    shutil.copytree("/opt/cargo", WORK / "cargo")
+    own_tree(WORK / "cargo", UID)
+    for name in ["target", "tmp", "index"]:
+        path = WORK / name
+        path.mkdir()
+        os.chown(path, UID, UID)
+    compile_seconds = run_candidate("compile", ["cargo", "build", "--release", "--offline",
+                                    "--locked", "--bin", "bm25-search", "-j", str(THREADS)],
+                                    timeout=600, cwd=WORK / "source")
+    built = WORK / "target/release/bm25-search"
+    if built.is_symlink() or not built.is_file() or built.stat().st_size > 100 * 1024**2:
+        raise InvalidSubmission("Missing or oversized compiled binary")
+    executable = WORK / "bm25-search"
+    shutil.copyfile(built, executable)
+    os.chmod(executable, 0o555)
+    # Do not leave source, dependency caches, or compiler outputs accessible to
+    # index/search. Landlock also restricts each launched process independently.
+    for path in [WORK / "source", WORK / "cargo", WORK / "target"]:
+        os.chown(path, 0, 0)
+        os.chmod(path, 0o700)
+    index_seconds = run_candidate("index", [str(executable), "index", "--corpus",
+                                  "/task/data/corpus.jsonl.gz", "--index", "/work/index",
+                                  "--threads", str(THREADS)], timeout=7200, cwd=WORK)
+    disk = index_bytes(WORK / "index")
+    if disk > 16 * GIB:
+        raise InvalidSubmission("Index exceeds 16 GiB")
+    own_tree(WORK / "index", 0, readonly=True)
+    shutil.rmtree(WORK / "tmp")
+    (WORK / "tmp").mkdir(mode=0o700)
+    return {"compile_seconds": compile_seconds, "build_seconds": index_seconds, "index_bytes": disk}
+
+
+def reference_run():
+    reference = WORK / "reference"
+    reference.mkdir(mode=0o700)
+    collection, index = reference / "collection", reference / "index"
+    prepare(Path("/task/data/corpus.jsonl.gz"), collection)
+    common_env = {**os.environ, "JAVA_TOOL_OPTIONS": "-Xmx10g -XX:ActiveProcessorCount=4"}
+    commands = [
+        ["build", "--collection", str(collection), "--index", str(index), "--threads", "4"],
+        ["measure", "--index", str(index), "--queries", str(TESTS / "data/dev.queries.jsonl"),
+         "--qrels", str(TESTS / "data/dev.qrels.tsv"), "--warmup", "/task/data/warmup.jsonl.gz",
+         "--output", str(LOG / "reference")],
+    ]
+    for args in commands:
+        with (LOG / f"reference-{args[0]}.log").open("wb") as stream:
+            subprocess.run([sys.executable, str(TESTS / "reference.py"), *args], env=common_env,
+                           stdout=stream, stderr=subprocess.STDOUT, timeout=7500, check=True)
+    result = json.loads((LOG / "reference/reference.json").read_text())
+    # Validate the exact quality floor independently of the current timing run.
+    pinned = json.loads((TESTS / "reference-quality.json").read_text())
+    if result["quality"] != pinned["quality"]:
+        raise RuntimeError("Reference quality drifted from the checked-in measurement")
+    return result
+
+
+def main():
+    if os.geteuid() != 0 or not Path("/.dockerenv").exists():
+        raise RuntimeError("Run only in a disposable verifier container as root")
+    LOG.mkdir(parents=True, exist_ok=True)
+    os.chmod(LOG, 0o700)
+    (LOG / "reward.txt").write_text("0\n")
+    WORK.mkdir(mode=0o711, exist_ok=False)
+    # Candidate scratch is /work/tmp. Other ordinary writable scratch paths
+    # must not bypass workspace accounting in this disposable container.
+    for name in ["/tmp", "/var/tmp", "/run/lock", "/home/submission"]:
+        path = Path(name)
+        if path.is_dir():
+            os.chown(path, 0, 0)
+            os.chmod(path, 0o700)
+    report = {"status": "running", "reward": 0.0, "weights": WEIGHTS}
+    try:
+        # A missing kernel feature is an infrastructure error, not model failure.
+        import ctypes
+        abi = ctypes.CDLL(None, use_errno=True).syscall(444, 0, 0, 1)
+        if abi < 1:
+            raise RuntimeError("Verifier requires Linux Landlock ABI >= 1")
+        # Exercise the same unprivileged launcher before considering a source
+        # submission. A missing seccomp facility must invalidate the run.
+        subprocess.run([sys.executable, str(TESTS / "isolate.py"), "compile", "/bin/true"],
+                       cwd=WORK, env=ENV, check=True, timeout=10, capture_output=True)
+        pinned = json.loads((TESTS / "reference-quality.json").read_text())
+        for name, key in [("corpus.jsonl.gz", "corpus_sha256"), ("warmup.jsonl.gz", "warmup_sha256")]:
+            if sha256(Path("/task/data") / name) != pinned["inputs"][key]:
+                raise RuntimeError(f"Fixed input checksum mismatch: {name}")
+        try:
+            report.update(build_submission())
+        except (OSError, ValueError) as error:
+            raise InvalidSubmission(str(error)) from error
+        queries = load_queries(TESTS / "data/dev.queries.jsonl")
+        warmup = load_queries(Path("/task/data/warmup.jsonl.gz"))
+        qrels = load_qrels(TESTS / "data/dev.qrels.tsv", {q["query_id"] for q in queries})
+        metrics, rows = measure([sys.executable, str(TESTS / "isolate.py"), "search",
+                                 "/work/bm25-search", "search", "--index", "/work/index",
+                                 "--threads", str(THREADS)], queries=queries, warmup=warmup,
+                                directory=LOG / "candidate", document_count=CORPUS_DOCUMENTS,
+                                cwd=WORK, env=ENV, cleanup=kill_submission_processes)
+        report.update(metrics)
+        report["quality"] = evaluate(rows, queries, qrels, document_count=CORPUS_DOCUMENTS)
+        report["reference"] = reference_run()
+        report["quality_pass"] = quality_passes(report["quality"], report["reference"]["quality"])
+        report["reward"] = tradeoff_reward(report, report["reference"], WEIGHTS)
+        report["status"] = "ok" if report["quality_pass"] else "quality_below_reference"
+        (LOG / "reward.txt").write_text(f"{report['reward']:.12f}\n")
+    except (InvalidSubmission, TimeoutError) as error:
+        report.update(status="invalid_submission", error=str(error))
+    except Exception as error:
+        report.update(status="infrastructure_or_contract_error", error=f"{type(error).__name__}: {error}")
+        raise
+    finally:
+        kill_submission_processes()
+        (LOG / "report.json").write_text(json.dumps(report, indent=2, allow_nan=False) + "\n")
+        print(json.dumps({k: report[k] for k in ["status", "reward"]}))
+
+
+if __name__ == "__main__":
+    main()
diff --git a/tasks/rust-bm25-search/tests/install-rust.sh b/tasks/rust-bm25-search/tests/install-rust.sh
new file mode 100644
index 0000000..2db616c
--- /dev/null
+++ b/tasks/rust-bm25-search/tests/install-rust.sh
@@ -0,0 +1,13 @@
+#!/bin/sh
+set -eu
+rust_archive=/tmp/search-swe-rust.tar.xz
+curl --fail --location --retry 3 \
+  https://static.rust-lang.org/dist/2025-03-18/rust-1.85.1-x86_64-unknown-linux-gnu.tar.xz \
+  --output "$rust_archive"
+printf '%s  %s\n' 912c76f602f5f630138fca2388b2688c2c1aabcf823d71890b2b9155f743792e "$rust_archive" | sha256sum --check -
+tar -xJf "$rust_archive" -C /tmp
+/tmp/rust-1.85.1-x86_64-unknown-linux-gnu/install.sh \
+  --prefix=/opt/rust --disable-ldconfig \
+  --components=rustc,rust-std-x86_64-unknown-linux-gnu,cargo
+rm -rf "$rust_archive" /tmp/rust-1.85.1-x86_64-unknown-linux-gnu
+/opt/rust/bin/rustc --version | grep -F 'rustc 1.85.1 '
diff --git a/tasks/rust-bm25-search/tests/isolate.py b/tasks/rust-bm25-search/tests/isolate.py
new file mode 100644
index 0000000..b1e3be3
--- /dev/null
+++ b/tasks/rust-bm25-search/tests/isolate.py
@@ -0,0 +1,166 @@
+#!/usr/bin/env python3
+"""Linux-only launcher: drop privileges and restrict candidate state access.
+
+Requires Landlock ABI >= 1 and seccomp filters; missing confinement fails closed.
+The outer verifier container supplies CPU, memory, PID and network limits.
+"""
+
+import ctypes
+import errno
+import os
+import resource
+import sys
+from pathlib import Path
+
+UID = GID = 10001
+EXECUTE, WRITE, READ, READ_DIR = 1, 2, 4, 8
+REFER, TRUNCATE = 1 << 13, 1 << 14
+ALL = (1 << 15) - 1
+LIBRARIES = ["/lib", "/lib64", "/usr/lib", "/usr/lib64", "/etc/ld.so.cache"]
+
+
+class Ruleset(ctypes.Structure):
+    _fields_ = [("handled_access_fs", ctypes.c_uint64)]
+
+
+class PathRule(ctypes.Structure):
+    _pack_ = 1
+    _fields_ = [("allowed_access", ctypes.c_uint64), ("parent_fd", ctypes.c_int32)]
+
+
+class SockFilter(ctypes.Structure):
+    _fields_ = [("code", ctypes.c_ushort), ("jt", ctypes.c_ubyte),
+                ("jf", ctypes.c_ubyte), ("k", ctypes.c_uint32)]
+
+
+class SockFprog(ctypes.Structure):
+    _fields_ = [("len", ctypes.c_ushort), ("filter", ctypes.POINTER(SockFilter))]
+
+
+def restrict_persistent_state():
+    """Disallow state that can outlive a candidate without being index bytes.
+
+    Applied before exec in *every* candidate phase and inherited by children.
+    Ordinary Rust threads, anonymous mappings and file-backed mmap still work.
+    Syscall numbers use Linux arch/x86/entry/syscalls/syscall_64.tbl; reject
+    other ABIs, including x32 (which shares the x86_64 audit architecture).
+    """
+    if os.uname().machine != "x86_64":
+        raise RuntimeError("This pinned Rust runtime supports Linux x86_64")
+    denied = [
+        29, 30, 31, 67,           # shmget, shmat, shmctl, shmdt
+        64, 65, 66, 220,          # semget, semop, semctl, semtimedop
+        68, 69, 70, 71,           # msgget, msgsnd, msgrcv, msgctl
+        240, 241, 242, 243, 244, 245,  # POSIX message queues
+        248, 249, 250,            # add_key, request_key, keyctl
+        # Landlock does not mediate xattr reads, including on outside paths.
+        *range(188, 200),         # set/get/list/remove xattr, l* and f* forms
+        425, 426, 427,            # io_uring can issue xattr operations indirectly
+        463, 464, 465, 466,       # *xattrat variants (Linux >= 6.13)
+    ]
+    deny = 0x00050000 | errno.EPERM  # SECCOMP_RET_ERRNO
+    instructions = [
+        (0x20, 0, 0, 4),           # BPF_LD W ABS: seccomp_data.arch
+        (0x15, 1, 0, 0xC000003E),  # BPF_JMP JEQ: AUDIT_ARCH_X86_64
+        (0x06, 0, 0, 0x80000000),  # SECCOMP_RET_KILL_PROCESS for other ABIs
+        (0x20, 0, 0, 0),           # seccomp_data.nr
+        (0x45, 0, 1, 0x40000000),  # BPF_JMP JSET: __X32_SYSCALL_BIT
+        (0x06, 0, 0, deny),
+    ]
+    for number in sorted(denied):
+        instructions += [(0x15, 0, 1, number), (0x06, 0, 0, deny)]
+    instructions.append((0x06, 0, 0, 0x7FFF0000))  # SECCOMP_RET_ALLOW
+    filters = (SockFilter * len(instructions))(*(SockFilter(*i) for i in instructions))
+    program = SockFprog(len(filters), filters)
+    libc = ctypes.CDLL(None, use_errno=True)
+    if libc.prctl(38, 1, 0, 0, 0) != 0:  # PR_SET_NO_NEW_PRIVS
+        raise OSError(ctypes.get_errno(), "Cannot set no_new_privs")
+    if libc.prctl(22, 2, ctypes.byref(program), 0, 0) != 0:  # PR_SET_SECCOMP, FILTER
+        raise OSError(ctypes.get_errno(), "Cannot restrict persistent IPC and xattrs")
+
+
+def confine(rules):
+    if os.uname().machine != "x86_64":
+        raise RuntimeError("This pinned Rust runtime supports Linux x86_64")
+    libc = ctypes.CDLL(None, use_errno=True)
+    def call(number, *args):
+        result = libc.syscall(ctypes.c_long(number), *args)
+        if result < 0:
+            error = ctypes.get_errno()
+            raise OSError(error, os.strerror(error))
+        return result
+    abi = call(444, 0, 0, 1)
+    if abi < 1:
+        raise RuntimeError(f"Landlock ABI >= 1 required; available ABI: {abi}")
+    handled = (1 << 13) - 1
+    if abi >= 2:
+        handled |= REFER
+    if abi >= 3:
+        handled |= TRUNCATE
+    # ABI 1/2 do not mediate truncate. Search files and directories are also
+    # root-owned and mode 0444/0555; all prior candidate-writable areas are
+    # inaccessible by ordinary permissions before search starts.
+    attr = Ruleset(handled)
+    fd = call(444, ctypes.byref(attr), ctypes.sizeof(attr), 0)
+    try:
+        merged = {}
+        for filename, access in rules:
+            access &= handled
+            path = Path(filename).resolve(strict=True)
+            if not path.is_dir():
+                access &= EXECUTE | WRITE | READ | TRUNCATE
+            merged[path] = merged.get(path, 0) | access
+        for path, access in merged.items():
+            parent = os.open(path, os.O_PATH | os.O_CLOEXEC)
+            try:
+                rule = PathRule(access, parent)
+                call(445, fd, 1, ctypes.byref(rule), 0)
+            finally:
+                os.close(parent)
+        if libc.prctl(38, 1, 0, 0, 0) != 0:  # PR_SET_NO_NEW_PRIVS
+            raise OSError(ctypes.get_errno(), "Cannot set no_new_privs")
+        call(446, fd, 0)
+    finally:
+        os.close(fd)
+
+
+def main():
+    if len(sys.argv) < 3 or sys.argv[1] not in {"compile", "index", "search"}:
+        raise SystemExit("Usage: isolate.py {compile,index,search} COMMAND [ARG ...]")
+    mode, command = sys.argv[1], sys.argv[2:]
+    rules = [(p, READ | READ_DIR) for p in LIBRARIES if Path(p).exists()]
+    # execve also checks the ELF interpreter, separately from the Rust binary.
+    rules += [("/lib64/ld-linux-x86-64.so.2", READ | EXECUTE)]
+    rules += [("/dev/null", READ | WRITE), ("/dev/urandom", READ)]
+    if mode == "compile":
+        rules += [(p, READ | READ_DIR | EXECUTE) for p in
+                  ["/opt/rust", "/usr/bin", "/bin", "/usr/lib", "/usr/include",
+                   "/usr/local/include"] if Path(p).exists()]
+        rules += [(p, ALL) for p in ["/work/source", "/work/cargo", "/work/target", "/work/tmp"]]
+    else:
+        rules += [("/work/bm25-search", READ | EXECUTE)]
+        if mode == "index":
+            rules += [("/work/index", ALL), ("/work/tmp", ALL),
+                      ("/task/data/corpus.jsonl.gz", READ)]
+        else:
+            rules += [("/work/index", READ | READ_DIR)]
+    os.setgroups([])
+    os.setgid(GID)
+    os.setuid(UID)
+    resource.setrlimit(resource.RLIMIT_CORE, (0, 0))
+    resource.setrlimit(resource.RLIMIT_NOFILE, (1024, 1024))
+    resource.setrlimit(resource.RLIMIT_NPROC, (128, 128))
+    file_limit = 16 * 1024**2 if mode == "search" else 16 * 1024**3
+    resource.setrlimit(resource.RLIMIT_FSIZE, (file_limit, file_limit))
+    # Compilation and indexing run under the submission UID with hidden paths
+    # protected by root-only directories. Rustc uses cross-directory renames,
+    # which Landlock ABI 1 cannot permit. Search is read-only and gets the
+    # additional filesystem confinement on every supported ABI.
+    if mode == "search":
+        confine(rules)
+    restrict_persistent_state()
+    os.execvpe(command[0], command, os.environ)
+
+
+if __name__ == "__main__":
+    main()
diff --git a/tasks/rust-bm25-search/tests/prepare_corpus.py b/tasks/rust-bm25-search/tests/prepare_corpus.py
new file mode 100644
index 0000000..cb02f8b
--- /dev/null
+++ b/tasks/rust-bm25-search/tests/prepare_corpus.py
@@ -0,0 +1,86 @@
+#!/usr/bin/env python3
+"""Convert pinned passage text to Lucene JSONL without adding Tevatron titles."""
+
+from __future__ import annotations
+
+import argparse
+import gzip
+import hashlib
+import json
+import time
+from pathlib import Path
+
+CORPUS_DOCUMENTS = 8_841_823
+CORPUS_SHA256 = "634543cee77a992613bbf32d0aa4863659dffd064c405f062454400aa80aea3f"
+
+
+def file_metadata(path: Path) -> dict:
+    with path.open("rb") as stream:
+        digest = hashlib.file_digest(stream, "sha256").hexdigest()
+    return {"name": path.name, "size_bytes": path.stat().st_size, "sha256": digest}
+
+
+def prepare(corpus: Path, destination: Path, *, smoke_limit: int | None = None) -> dict:
+    with corpus.open("rb") as stream:
+        digest = hashlib.file_digest(stream, "sha256").hexdigest()
+    if digest != CORPUS_SHA256:
+        raise ValueError("Corpus SHA-256 differs from the pinned MS MARCO input")
+    if smoke_limit is not None and not 0 < smoke_limit <= CORPUS_DOCUMENTS:
+        raise ValueError("Invalid smoke limit")
+    destination.mkdir(parents=True, exist_ok=False)
+    expected = smoke_limit or CORPUS_DOCUMENTS
+    seen = bytearray(CORPUS_DOCUMENTS)
+    started, count, output = time.monotonic(), 0, None
+    try:
+        with gzip.open(corpus, "rt", encoding="utf-8") as stream:
+            for line in stream:
+                if smoke_limit is not None and count >= smoke_limit:
+                    break
+                row = json.loads(line)
+                docid, text = row["docid"], row["text"]
+                if not isinstance(docid, str) or not docid.isascii() or not docid.isdigit():
+                    raise ValueError("Invalid document ID")
+                numeric = int(docid)
+                if str(numeric) != docid or not 0 <= numeric < CORPUS_DOCUMENTS or seen[numeric]:
+                    raise ValueError("Noncanonical, out-of-range, or duplicate document ID")
+                if not isinstance(text, str):
+                    raise ValueError("Passage text must be a string")
+                seen[numeric] = 1
+                if count % 1_000_000 == 0:
+                    if output is not None:
+                        output.close()
+                    output = (destination / f"part-{count // 1_000_000:02d}.jsonl").open("w", encoding="utf-8")
+                # The title in this mirror is additional metadata. BM25's
+                # reference and Rust submissions both index only the text.
+                output.write(json.dumps({"id": docid, "contents": text}, ensure_ascii=False) + "\n")
+                count += 1
+                if count % 1_000_000 == 0:
+                    print(f"Converted {count:,} passages", flush=True)
+    finally:
+        if output is not None:
+            output.close()
+    if count != expected:
+        raise ValueError(f"Expected {expected} passages, got {count}")
+    if smoke_limit is None and not all(seen):
+        raise ValueError("Corpus ID coverage is incomplete")
+    metadata = {"schema_version": 1, "corpus_sha256": digest, "document_count": count,
+                "scope": "smoke" if smoke_limit else "full",
+                "content_field": "text", "title_field_indexed": False,
+                "conversion_seconds": time.monotonic() - started,
+                "source_files": [file_metadata(path) for path in sorted(destination.glob("*.jsonl"))]}
+    # Keep metadata outside the JsonCollection input directory.
+    destination.with_suffix(".metadata.json").write_text(json.dumps(metadata, indent=2) + "\n")
+    return metadata
+
+
+def main():
+    parser = argparse.ArgumentParser(description=__doc__)
+    parser.add_argument("--corpus", type=Path, required=True)
+    parser.add_argument("--output", type=Path, required=True)
+    parser.add_argument("--smoke-limit", type=int)
+    args = parser.parse_args()
+    print(json.dumps(prepare(args.corpus, args.output, smoke_limit=args.smoke_limit), indent=2))
+
+
+if __name__ == "__main__":
+    main()
diff --git a/tasks/rust-bm25-search/tests/reference-quality.json b/tasks/rust-bm25-search/tests/reference-quality.json
new file mode 100644
index 0000000..321d5a9
--- /dev/null
+++ b/tasks/rust-bm25-search/tests/reference-quality.json
@@ -0,0 +1,27 @@
+{
+  "schema_version": 1,
+  "scope": "full",
+  "reference": {
+    "pyserini": "1.4.0",
+    "k1": 0.9,
+    "b": 0.4,
+    "top_k": 10
+  },
+  "quality": {
+    "mrr_at_10": 0.18398616227770956,
+    "mrr_numerator": 3236243,
+    "mrr_denominator": 17589600,
+    "query_count": 6980,
+    "answered_query_count": 6980,
+    "complete": true
+  },
+  "document_count": 8841823,
+  "inputs": {
+    "queries_sha256": "1a271ae784b2f518c42902fcb38a53331e19a13ea58edb9996f6e070e14ec174",
+    "qrels_sha256": "34ef51a24e049b3dd19b0a448b764f26b0def22ec42f421ecba2db91f82e7042",
+    "warmup_sha256": "331e829922e2bd8ee1f01766fb7253c0d672ef79498011e91ad5e3e93f17a54a",
+    "corpus_sha256": "634543cee77a992613bbf32d0aa4863659dffd064c405f062454400aa80aea3f"
+  },
+  "base_image": "docker.io/hanhainebula/search-swe-base:cpu-py3.12-1.0.0",
+  "base_image_digest": "sha256:1350a3043b3c49388b48dd5a0c2e3d91e9071f87359dbe63a2c26f055acb0cd2"
+}
diff --git a/tasks/rust-bm25-search/tests/reference.py b/tasks/rust-bm25-search/tests/reference.py
new file mode 100644
index 0000000..e2e2d49
--- /dev/null
+++ b/tasks/rust-bm25-search/tests/reference.py
@@ -0,0 +1,118 @@
+#!/usr/bin/env python3
+"""Build and measure the pinned Pyserini BM25 reference in a bounded runtime."""
+
+from __future__ import annotations
+
+import argparse
+import json
+import os
+import platform
+import resource
+import signal
+import subprocess
+import sys
+import time
+from importlib.metadata import version
+from pathlib import Path
+
+TASK = Path(__file__).resolve().parents[1]
+sys.path.insert(0, str(TASK / "tests"))
+from benchmark import index_bytes, measure, sha256
+from evaluate import evaluate, load_qrels, load_queries
+
+
+def main():
+    parser = argparse.ArgumentParser(description=__doc__)
+    sub = parser.add_subparsers(dest="operation", required=True)
+    build = sub.add_parser("build")
+    build.add_argument("--collection", type=Path, required=True)
+    build.add_argument("--index", type=Path, required=True)
+    build.add_argument("--threads", type=int, default=4)
+    build.add_argument("--timeout", type=int, default=7200)
+    bench = sub.add_parser("measure")
+    bench.add_argument("--index", type=Path, required=True)
+    bench.add_argument("--queries", type=Path, required=True)
+    bench.add_argument("--qrels", type=Path, required=True)
+    bench.add_argument("--warmup", type=Path, required=True)
+    bench.add_argument("--output", type=Path, required=True)
+    bench.add_argument("--document-count", type=int, default=8_841_823)
+    bench.add_argument("--cold-samples", type=int, default=5)
+    bench.add_argument("--query-timeout", type=float, default=120)
+    bench.add_argument("--batch-timeout", type=float, default=3600)
+    bench.add_argument("--smoke", action="store_true")
+    args = parser.parse_args()
+    if version("pyserini") != "1.4.0":
+        parser.error("Run this tool in the task image: pyserini==1.4.0 is required")
+    if args.operation == "build":
+        if args.index.exists():
+            parser.error("Reference index destination must not already exist")
+        if args.threads < 1 or args.timeout < 1:
+            parser.error("Threads and timeout must be positive")
+        metadata = args.collection.with_suffix(".metadata.json")
+        if not metadata.is_file():
+            parser.error("Run prepare_corpus.py first; conversion metadata is required")
+        args.index.parent.mkdir(parents=True, exist_ok=True)
+        command = [sys.executable, "-m", "pyserini.index.lucene", "--collection", "JsonCollection",
+                   "--input", str(args.collection), "--index", str(args.index),
+                   "--generator", "DefaultLuceneDocumentGenerator", "--threads", str(args.threads)]
+        # No --storeRaw, --storePositions or --storeDocvectors: the task returns
+        # IDs and scores only, so those features would inflate the reference.
+        log = args.index.with_suffix(".build.log")
+        started = time.monotonic()
+        with log.open("wb") as stream:
+            result = subprocess.Popen(command, stdout=stream, stderr=subprocess.STDOUT,
+                                      start_new_session=True)
+            try:
+                result.wait(timeout=args.timeout)
+            finally:
+                try:
+                    os.killpg(result.pid, signal.SIGKILL)
+                except ProcessLookupError:
+                    pass
+                result.wait()
+        if result.returncode:
+            raise RuntimeError(f"Reference indexing failed; inspect {log}")
+        report = {"command": command, "build_seconds": time.monotonic() - started,
+                  "build_max_rss_kib": resource.getrusage(resource.RUSAGE_CHILDREN).ru_maxrss,
+                  "index_bytes": index_bytes(args.index), "pyserini_version": "1.4.0",
+                  "collection": json.loads(metadata.read_text()),
+                  "stored_raw": False, "stored_positions": False, "stored_docvectors": False}
+        args.index.with_suffix(".build.json").write_text(json.dumps(report, indent=2) + "\n")
+        print(json.dumps(report, indent=2))
+        return
+    queries, warmup = load_queries(args.queries), load_queries(args.warmup)
+    if not args.smoke and (len(queries) != 6980 or args.document_count != 8_841_823):
+        parser.error("A full reference must use 6,980 dev queries and 8,841,823 passages")
+    build_path = args.index.with_suffix(".build.json")
+    if not build_path.is_file():
+        parser.error("Reference build provenance is missing")
+    build_report = json.loads(build_path.read_text())
+    if not args.smoke and build_report["collection"]["scope"] != "full":
+        parser.error("A smoke index cannot become a full reference")
+    if build_report["collection"]["document_count"] != args.document_count:
+        parser.error("Index and evaluation document counts disagree")
+    qrels = load_qrels(args.qrels, {q["query_id"] for q in queries})
+    metrics, results = measure([sys.executable, str(TASK / "tests/reference_worker.py"),
+                                "--index", str(args.index)], queries=queries, warmup=warmup,
+                               directory=args.output, document_count=args.document_count,
+                               cold_samples=args.cold_samples, timeout=args.query_timeout,
+                               batch_timeout=args.batch_timeout)
+    report = {**metrics, "schema_version": 1, "scope": "smoke" if args.smoke else "full",
+              "reference": {"pyserini": "1.4.0", "k1": .9, "b": .4, "top_k": 10},
+              "quality": evaluate(results, queries, qrels, document_count=args.document_count),
+              "index_bytes": index_bytes(args.index), "document_count": args.document_count,
+              "inputs": {"queries_sha256": sha256(args.queries), "qrels_sha256": sha256(args.qrels),
+                         "warmup_sha256": sha256(args.warmup),
+                         "corpus_sha256": build_report["collection"]["corpus_sha256"]},
+              "runtime": {"python": platform.python_version(), "platform": platform.platform(),
+                          "cpu_affinity": sorted(os.sched_getaffinity(0))},
+              "reference_build": build_report,
+              "scoring_status": "measurement only; production calibration remains separate"}
+    (args.output / "reference.json").write_text(json.dumps(report, indent=2, allow_nan=False) + "\n")
+    print(json.dumps({"report": str(args.output / "reference.json"), "scope": report["scope"],
+                      "quality": report["quality"], "warm_seconds": report["warm_seconds"],
+                      "index_bytes": report["index_bytes"]}, indent=2))
+
+
+if __name__ == "__main__":
+    main()
diff --git a/tasks/rust-bm25-search/tests/reference_worker.py b/tasks/rust-bm25-search/tests/reference_worker.py
new file mode 100644
index 0000000..1364533
--- /dev/null
+++ b/tasks/rust-bm25-search/tests/reference_worker.py
@@ -0,0 +1,36 @@
+#!/usr/bin/env python3
+"""Verifier-owned Pyserini reference; never copied to the agent environment."""
+
+import argparse
+import json
+import os
+import sys
+from importlib.metadata import version
+
+
+def main():
+    parser = argparse.ArgumentParser(description=__doc__)
+    parser.add_argument("--index", required=True)
+    args = parser.parse_args()
+    if version("pyserini") != "1.4.0":
+        parser.error("This reference requires pyserini==1.4.0")
+    # Pyserini 1.4 imports optional encoders while importing LuceneSearcher.
+    # Their module constructs an unused OpenAI client. BM25 needs no service or
+    # credential; a non-secret sentinel satisfies that constructor offline.
+    os.environ["OPENAI_API_KEY"] = "unused-local-bm25-reference"
+    from pyserini.search.lucene import LuceneSearcher
+    searcher = LuceneSearcher(args.index)
+    searcher.set_bm25(0.9, 0.4)
+    try:
+        for line in sys.stdin:
+            query = json.loads(line)
+            hits = searcher.search(query["text"], k=10)
+            result = {"query_id": query["query_id"], "results": [
+                {"doc_id": hit.docid, "score": float(hit.score)} for hit in hits]}
+            print(json.dumps(result, ensure_ascii=False, allow_nan=False), flush=True)
+    finally:
+        searcher.close()
+
+
+if __name__ == "__main__":
+    main()
diff --git a/tasks/rust-bm25-search/tests/test.sh b/tasks/rust-bm25-search/tests/test.sh
new file mode 100755
index 0000000..8dc41a0
--- /dev/null
+++ b/tasks/rust-bm25-search/tests/test.sh
@@ -0,0 +1,23 @@
+#!/usr/bin/env bash
+set -euo pipefail
+
+reward_dir=/logs/verifier
+mkdir -p "$reward_dir"
+printf '0\n' > "$reward_dir/reward.txt"
+chmod 700 "$reward_dir"
+# Harbor may share a network namespace with its egress-control sidecar.
+# Docker forbids an explicit hostname/extra_hosts in that mode. Resolve the
+# inherited hostname locally so Lucene can initialize without a DNS request.
+/opt/conda/bin/python - <<'PY'
+import socket
+from pathlib import Path
+
+hostname = socket.gethostname()
+hosts = Path("/etc/hosts")
+aliases = {alias for line in hosts.read_text().splitlines()
+           for alias in line.split("#", 1)[0].split()[1:]}
+if hostname not in aliases:
+    with hosts.open("a") as stream:
+        stream.write(f"\n127.0.0.1 {hostname}\n")
+PY
+exec /opt/conda/bin/python /tests/grader.py
diff --git a/tasks/rust-bm25-search/tests/toolchain/Cargo.lock b/tasks/rust-bm25-search/tests/toolchain/Cargo.lock
new file mode 100644
index 0000000..a4aa221
--- /dev/null
+++ b/tasks/rust-bm25-search/tests/toolchain/Cargo.lock
@@ -0,0 +1,364 @@
+# This file is automatically @generated by Cargo.
+# It is not intended for manual editing.
+version = 4
+
+[[package]]
+name = "adler2"
+version = "2.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "320119579fcad9c21884f5c4861d16174d0e06250625266f50fe6898340abefa"
+
+[[package]]
+name = "aho-corasick"
+version = "1.1.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c982642fa9e8606056828ee9a8505737230110bb1099153c79efe865c59d12ba"
+dependencies = [
+ "memchr",
+]
+
+[[package]]
+name = "bm25-search"
+version = "0.1.0"
+dependencies = [
+ "byteorder",
+ "flate2",
+ "memmap2",
+ "rayon",
+ "regex",
+ "rust-stemmers",
+ "serde",
+ "serde_json",
+ "unicode-normalization",
+ "zstd",
+]
+
+[[package]]
+name = "byteorder"
+version = "1.5.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1fd0f2584146f6f2ef48085050886acf353beff7305ebd1ae69500e27c67f64b"
+
+[[package]]
+name = "cc"
+version = "1.8.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6651c9ed80effdc7db0ff72512157f901af5e3549e341e24b1dd4887d836d838"
+dependencies = [
+ "find-msvc-tools",
+ "jobserver",
+ "libc",
+ "shlex",
+]
+
+[[package]]
+name = "cfg-if"
+version = "1.0.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4e7648175b45a9a48536d676f68d918270699102aa8dab5496df06904c914600"
+
+[[package]]
+name = "crc32fast"
+version = "1.5.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "01a7799fd6b852db0e61728dde9a204c423b44d689dbd432522543614b490e78"
+dependencies = [
+ "cfg-if",
+]
+
+[[package]]
+name = "crossbeam-deque"
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+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "622f3fc73690be383c7214310406f28a90e6edeadc3cea882f9d71e495b9711a"
+dependencies = [
+ "crossbeam-epoch",
+ "crossbeam-utils",
+]
+
+[[package]]
+name = "crossbeam-epoch"
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+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "dc74980687109a3b14c72fd458107bf0baa1da1a1a805e178d15501ba9b86d9d"
+dependencies = [
+ "crossbeam-utils",
+]
+
+[[package]]
+name = "crossbeam-utils"
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+checksum = "a31eee39dddec8330830986fcd7625edb5a24ec90ea038215273bbc3adb08ac6"
+
+[[package]]
+name = "either"
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+
+[[package]]
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+
+[[package]]
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+checksum = "11faaf5a5236997af9848be0bef4db95824b1d534ebc64d0f0c6cf3e67bd38dc"
+dependencies = [
+ "crc32fast",
+ "miniz_oxide",
+]
+
+[[package]]
+name = "getrandom"
+version = "0.4.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "300e883d756b2e4ec94e02791f39b04b522276138852cfc41d9fb7e904106099"
+dependencies = [
+ "cfg-if",
+ "libc",
+ "r-efi",
+]
+
+[[package]]
+name = "itoa"
+version = "1.0.18"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8f42a60cbdf9a97f5d2305f08a87dc4e09308d1276d28c869c684d7777685682"
+
+[[package]]
+name = "jobserver"
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+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1c00acbd29eabad4a2392fa0e921c874934dbbf4194312ad20f04a0ed67a3cb3"
+dependencies = [
+ "getrandom",
+ "libc",
+]
+
+[[package]]
+name = "libc"
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+source = "registry+https://github.com/rust-lang/crates.io-index"
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+
+[[package]]
+name = "memchr"
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+
+[[package]]
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+ "libc",
+]
+
+[[package]]
+name = "miniz_oxide"
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+ "adler2",
+]
+
+[[package]]
+name = "pkg-config"
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+[[package]]
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+ "unicode-ident",
+]
+
+[[package]]
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+ "proc-macro2",
+]
+
+[[package]]
+name = "r-efi"
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+[[package]]
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+ "rayon-core",
+]
+
+[[package]]
+name = "rayon-core"
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+ "crossbeam-deque",
+ "crossbeam-utils",
+]
+
+[[package]]
+name = "regex"
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+ "aho-corasick",
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+ "regex-automata",
+ "regex-syntax",
+]
+
+[[package]]
+name = "regex-automata"
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+]
+
+[[package]]
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+
+[[package]]
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+
+[[package]]
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+ "itoa",
+ "memchr",
+ "ryu",
+ "serde",
+]
+
+[[package]]
+name = "shlex"
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+source = "registry+https://github.com/rust-lang/crates.io-index"
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+
+[[package]]
+name = "syn"
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+ "proc-macro2",
+ "quote",
+ "unicode-ident",
+]
+
+[[package]]
+name = "tinyvec"
+version = "1.13.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fd3ca314f692efd6c868f8408f53fe444634a845f96c028b97d35f6a1f79f0ee"
+
+[[package]]
+name = "unicode-ident"
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+
+[[package]]
+name = "unicode-normalization"
+version = "0.1.24"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5033c97c4262335cded6d6fc3e5c18ab755e1a3dc96376350f3d8e9f009ad956"
+dependencies = [
+ "tinyvec",
+]
+
+[[package]]
+name = "zstd"
+version = "0.13.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e91ee311a569c327171651566e07972200e76fcfe2242a4fa446149a3881c08a"
+dependencies = [
+ "zstd-safe",
+]
+
+[[package]]
+name = "zstd-safe"
+version = "7.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "64d80649ab6db9d9f6f9c80a40becd948eda4714a0a5ac8c4d157a32231c7882"
+dependencies = [
+ "zstd-sys",
+]
+
+[[package]]
+name = "zstd-sys"
+version = "2.1.1+zstd.1.5.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "aeec9eaf2dffbbd09201e23bd0ffcbaa33bb8e9266a10734fd7ed90a85eca078"
+dependencies = [
+ "cc",
+ "pkg-config",
+]
diff --git a/tasks/rust-bm25-search/tests/toolchain/Cargo.toml b/tasks/rust-bm25-search/tests/toolchain/Cargo.toml
new file mode 100644
index 0000000..f35d14f
--- /dev/null
+++ b/tasks/rust-bm25-search/tests/toolchain/Cargo.toml
@@ -0,0 +1,21 @@
+[package]
+name = "bm25-search"
+version = "0.1.0"
+edition = "2021"
+rust-version = "1.85"
+
+[dependencies]
+byteorder = "=1.5.0"
+flate2 = "=1.1.0"
+memmap2 = "=0.9.5"
+rayon = "=1.10.0"
+regex = "=1.11.1"
+rust-stemmers = "=1.2.0"
+serde = { version = "=1.0.219", features = ["derive"] }
+serde_json = "=1.0.140"
+unicode-normalization = "=0.1.24"
+zstd = "=0.13.3"
+
+[profile.release]
+lto = "thin"
+codegen-units = 1
diff --git a/tasks/rust-bm25-search/tests/toolchain/src/main.rs b/tasks/rust-bm25-search/tests/toolchain/src/main.rs
new file mode 100644
index 0000000..775d33a
--- /dev/null
+++ b/tasks/rust-bm25-search/tests/toolchain/src/main.rs
@@ -0,0 +1,5 @@
+fn main() {
+    eprintln!("Implement: bm25-search index --corpus PATH --index DIR --threads N");
+    eprintln!("Implement: bm25-search search --index DIR --threads N");
+    std::process::exit(2);
+}