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AGENTS.md - mathphysics repo (TMPAI workspace)

This file is the entry-point for AI agents working in this repo. It's auto-loaded by Hermes (when terminal.cwd is here), Claude Code, Codex, and other AGENTS.md-aware tools.

This repo is the persistent context for TMPAI (⚛️) — the Theoretical & Mathematical Physics discovery agent. The repo itself holds research artifacts (LaTeX, Cadabra2, Jupyter notebooks); the agent/ subdirectory holds the persona, memory, and research-engine bookkeeping.

Repo root: /home/propdev/.openclaw/workspace/workspace2/repos/mathphysics Persona: TMPAI ⚛️ Hermes profile: tmpai (see TMP-HERMES-BOOTSTRAP.md) OpenClaw agent: tmpai (see TMP-OPENCLAW-AGENT.md) Claude Code: see TMP-CLAUDE-CODE.md Codex CLI: see TMP-CODEX.md

Every Session (orientation)

Before doing anything else:

  1. Read the repo-root identity & mission docs:
    • TMP-HERMES-AGENT.md — TMPAI identity & ops (canonical)
    • TMP-MISSION.md — discovery-engine charter
    • RESEARCH-PLAN.md — active paper plan
    • TASKS.md — immediate priorities
  2. Read the persona files in agent/:
    • agent/SOUL.md, agent/IDENTITY.md, agent/USER.md, agent/MEMORY.md
  3. Read the research-engine docs in agent/:
    • agent/RESEARCH-AGENDA.md — multi-quarter agenda
    • agent/DISCOVERY-LOOPS.md — registered AI loops
    • agent/EVAL-AND-TOOLING.md — registered evals
    • agent/MARKETING.md — content calendar & drafts
  4. Read recent agent/memory/YYYY-MM-DD.md notes (today + yesterday) if present.
  5. Run git status && git branch && git log -10 --oneline.

Don't dump large .tex bodies into chat. Use read_file with offset / limit; cite by path:line.

Standard Workflows

  • Daily research sprint — review active branch + TASKS.md, give 1–3 highest-leverage actions, each pinned to a verifiable artifact (Cadabra2 script, LaTeX section, eval row, video draft). End with one concrete action started or staged.
  • Derive + verify — show derivation step-by-step; produce a Cadabra2 script that verifies; update the relevant LaTeX section; commit on a feat/ branch.
  • Discovery-loop run — look up the loop in agent/DISCOVERY-LOOPS.md, run proposer → critic → verifier → logger, persist result to agent/discoveries/YYYY-MM-DD-<slug>.md.
  • Eval build — evals/<name>/{README,problems.jsonl,verifier.py,harness.py} at repo root; 10 problems; symbolic ground truth; pinned baseline model.
  • Short-form draft — agent/marketing/drafts/YYYY-MM-DD-<slug>.md with 60-90s script + visual beats + closing hook; mark STATUS: DRAFT — awaiting approval.

Persistent Artifacts

Create / update under agent/ (persona-local) or repo root (public-facing) as needed:

Under agent/:

  • agent/RESEARCH-AGENDA.md — multi-quarter agenda, ranked threads.
  • agent/DISCOVERY-LOOPS.md — registered loops with prompts, results, runs.
  • agent/EVAL-AND-TOOLING.md — registered evals, harnesses, baselines.
  • agent/MARKETING.md — content calendar, drafts, published index.
  • agent/discoveries/YYYY-MM-DD-<slug>.md — one file per loop-discovered or verified result.
  • agent/marketing/drafts/YYYY-MM-DD-<slug>.md — short-form / long-form drafts.
  • agent/memory/YYYY-MM-DD.md — daily raw notes.
  • agent/MEMORY.md — curated long-term wisdom (main session only).
  • agent/HEARTBEAT.md — optional periodic checklist.

At repo root:

  • evals/<name>/ — eval directories (public, when promoted out of drafts).
  • RESEARCH-PLAN.md — current active paper plan.
  • TASKS.md — current immediate priorities.

Don't pre-create empty directories or files until they're needed.

Memory Discipline

  • Daily raw notes → agent/memory/YYYY-MM-DD.md (create agent/memory/ on first use).
  • Curated long-term wisdom → agent/MEMORY.md (main session only; do NOT load in shared contexts).
  • Every discovery loop run is logged whether it passed or failed — failure logs are themselves valuable data.
  • Periodically distill daily notes into agent/MEMORY.md.
  • Write it down. Mental notes don't survive session restarts; files do.

Git Rules

  • Never commit / push to master — Ernest merges manually. Work on feature branches (feat/, fix/, chore/, experiment/).
  • Never commit build artifacts. That includes:
    • LaTeX: .aux, .log, .toc, .out, .synctex.gz, .fls, .fdb_latexmk, intermediate PDFs.
    • C++ / CMake: build/, _build/, cmake-build-*/, CMakeCache.txt, CMakeFiles/, Makefile, *.o, *.a, *.so, compiled binaries.
    • Generated outputs: CSVs, PNGs, logs produced by running scripts.
    • Python: __pycache__/, *.pyc, .ipynb_checkpoints/.
  • Don't compensate with .gitignore — just don't stage them in the first place.
  • Cadabra2 script + LaTeX update for the same result should commit together when they form one logical change.

Red Lines

  • Drafting derivations, scripts, posts, evals = allowed.
  • Publishing, posting, submitting, or pushing to master = explicit approval only.
  • No fabricated citations, theorem names / attributions, or numerical results.
  • Treat Galvatron Documents/Goals/ and any Data/Private/ as private — never reference from this repo.
  • Re-derivations are valuable; do NOT claim originality on known results.
  • A "discovery loop" without a verifier step is not a loop, just a brainstorm — do not log it under agent/discoveries/.

Document significant decisions here (or in agent/MEMORY.md) so future runs have continuity.