[IronAdamant]

Summary

The Rust binary now covers the Python 4.7 behaviours that the parity review found missing, without giving up the Rust import map or the warm update-maps skip. JSON stays the default CLI output. issues still returns suggest-next actions, and library.md stays the short tree, as skills/run.md already says.

• Wiki lookup falls back from <file>.wiki.md through docs/wiki, docs, wiki, documentation, and .wiki.
• Python public names use a tokenizer (__all__ lists, tuples, +=, comments and strings skipped, decorated async def, .pyi). JS/TS exports ignore comments and strings.
• The daemon polls about every 30s, refreshes maps at most every 600s, writes wikifier.pid, daemon.log, and daemon_heartbeat.json, and supports logs, restart, and install/uninstall (systemd, launchd, Task Scheduler). start refuses only blocked unless --force.
• init writes the Python starter files and honours --no-copy.
• record-changes --reasons accepts a JSON object or PATH=REASON lines. MCP accepts a reasons object.
• Flags: list-paths --depth/--recursive/--max-files, verify-wikis --limit, stale-wikis directory and limit, --directory on bootstrap/health/suggest-next, health --summary/--format, cycles --no-analysis/--max-items.
• suggest-next emits review_low_confidence_edges when a non-dynamic resolved edge is below 0.65. The count is updated only for files that were parsed.
• seed-source-hashes records hashes on Green rows and does not change status. heal-stubs defaults to 350 characters.
• Health seeding follows monitored_paths.txt when that file lists real paths. Absent, empty, or bare . still seeds every mapped file.
• Pending lines are - path: message. --text prints prose. Cycle JSON includes severity and a reverse-dependency ranking.

scripts/benchmark_parity.sh compares this release build with Python at 24812ef. Results are in scripts/benchmark_results.md.

Benchmark (median ms, 5 runs, min–max)

Machine: Intel Xeon, 4 cores, 15.6 GiB RAM, Linux 6.12.94+, Python 3.12.3, rustc 1.83.0. Large tree is Django django/ + tests/ (2939 Python files).

Command	small Python	small Rust	medium Python	medium Rust	large Python	large Rust
startup	63 (61–66)	2 (1–2)	same	same	same	same
cold update-maps	123 (121–126)	8 (7–13)	167 (163–168)	62 (59–73)	12675 (12540–13094)	3142 (3114–3305)
warm update-maps	69 (67–72)	4 (3–5)	73 (72–74)	4 (4–5)	422 (417–433)	246 (243–253)
session-bootstrap	66 (64–67)	2 (1–2)	65 (64–67)	2 (1–2)	270 (269–278)	21 (21–21)
check-changes	64 (62–65)	3 (2–3)	70 (69–75)	5 (5–6)	1232 (1217–1266)	74 (73–76)
health --summary	60 (60–62)	2 (1–2)	60 (59–63)	1 (1–2)	109 (108–114)	8 (8–9)
verify-wikis	60 (60–61)	2 (1–2)	62 (60–67)	1 (1–2)	106 (103–108)	8 (7–8)
cycles	60 (60–61)	2 (1–2)	61 (60–63)	2 (2–2)	63 (61–64)	54 (53–55)

Resolved file edges: small 2/2, medium 44 Python and 98 Rust, Django 9074/9074. Cold peak RSS (kbytes): Python 27544 / 28392 / 97564, Rust 3384 / 4424 / 40012. Release binary 2197456 bytes.

Tests

cargo test — 65 passed. cargo fmt --check and cargo clippy --all-targets -- -D warnings are clean. No TODO, FIXME, todo!, or unimplemented! under src/ or tests/.