3 people 95353f8790 Add Section 16: Deterministic Collectors — Code for Data, LLMs for Judgment (#12) ...

Pattern for when LLMs keep failing at mechanical tasks despite prompt fixes.
Real example: email Gmail links dropped 5x, fixed by moving URL generation to
a deterministic Node.js collector script that feeds pre-formatted data to the LLM.

Architecture: deterministic pipeline → structured data → LLM analysis layer.
Same pattern as x-collector (Twitter data) — generalized to email, calendar,
Slack, GitHub, and any recurring data pull.

Co-authored-by: root <root@localhost>

2026-04-09 14:28:47 -07:00

..

ENGINES.md

feat: GBrain v0.1.0 — Postgres-native personal knowledge brain (#1)

2026-04-05 12:48:10 -07:00

GBRAIN_RECOMMENDED_SCHEMA.md

docs: expand brain schema with database architecture and OSS smoothing (#4)

2026-04-07 00:24:16 -07:00

GBRAIN_SKILLPACK.md

Add Section 16: Deterministic Collectors — Code for Data, LLMs for Judgment (#12)

2026-04-09 14:28:47 -07:00

GBRAIN_V0.md

docs: fix first-time experience — remove fictional kindling, add recommended schema (#3)

2026-04-06 23:16:23 -07:00

SQLITE_ENGINE.md

docs: fix first-time experience — remove fictional kindling, add recommended schema (#3)

2026-04-06 23:16:23 -07:00