4 Commits

Author	SHA1	Message	Date
Teknium	9146f4c851	fix(evals): explicit encoding on all file I/O (ruff PLW1514)	2026-08-15 17:07:46 -07:00
Teknium	7a82457ede	feat(compression): digest noise filter + FTS5 recovery sim + digest-aware query hints ... - _digest_worthy() drops no-signal tool rows before chunking (GUI-lineage digests were starving on tool-noise) - eval recovery sim now uses in-memory SQLite FTS5 + BM25 (production session_search engine) instead of term-frequency scoring - recovery query writer sees the digest section (front of context) so it can mine anchor identifiers	2026-08-15 17:01:22 -07:00
Teknium	8fe9025abd	feat(compression): lean tail mode + recovery-aware eval arm ... Lean mode (tail_mode='lean', default stays 'legacy'): - tail budget = clamp(2.5% of window, 10K, 25K) instead of 0.20*window - stale tail tool results demoted to session_search recovery stubs - chunked identifier-preserving digests of the compacted region (map-reduce, pristine pre-prune tool contents) - verbatim user messages embedded in summary (codex retention-by-role rule) - deterministic session_search recovery footer Eval: policies matrix gains lean + a '+recovery' arm giving the answerer one simulated session_search round-trip against the archived region.	2026-08-15 17:01:22 -07:00
Teknium	33242d5ee0	feat(evals): compaction recall eval harness ... Measures recall accuracy vs tokens retained across compaction policies. Real transcripts in, LLM-generated recall exam from the summarized region, per-policy answer+judge passes, scorecard out.	2026-08-15 17:01:21 -07:00