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docs(silversight): document hachimoji_citation.py in AGENTS.md

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allaun 2026-06-21 23:12:08 -05:00
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@ -351,8 +351,11 @@ Current Research Stack cornfield ref (for cross-repo lookup only):
- `tests/test_q16_roundtrip.py` is the Python ↔ C roundtrip test harness - `tests/test_q16_roundtrip.py` is the Python ↔ C roundtrip test harness
(21 tests, all green). (21 tests, all green).
- `python/pist_matrix_builder.py` and `python/validate_rrc_predictions.py` are - `python/pist_matrix_builder.py` and `python/validate_rrc_predictions.py` are
I/O-only raw-feature shims. They contain no admissibility logic and no Float I/O-only raw-feature shims. They contain no admissibility logic and no Float
arithmetic. arithmetic.
- `python/hachimoji_citation.py` — Equation → Hachimoji state classifier → arXiv
citation retriever. Mirrors `formal/CoreFormalism/HachimojiCodec.lean` exactly.
Uses hybrid_search SQL function for trigram+pgvector RRF retrieval.
- Build baselines and session summaries are recorded in - Build baselines and session summaries are recorded in
`docs/build_logs/YYYY-MM-DD_session_build_baseline.md` (see `docs/build_logs/YYYY-MM-DD_session_build_baseline.md` (see
`docs/build_logs/2026-06-21_session_build_baseline.md`). `docs/build_logs/2026-06-21_session_build_baseline.md`).