legal-ai

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Author	SHA1	Message	Date
Chaim	d95a36f310	feat(extraction): precedent metadata via Gemini Flash + scheduled drainer The /precedents metadata queue was stuck — 24 rows requested, nothing draining them — and the agentic claude CLI hit error_max_turns on what is a single structured text→JSON task (slow + flaky). Metadata extraction is bounded extraction, the wrong fit for an agentic loop. - gemini_session.py: query_json drop-in (gemini-2.5-flash, JSON mode, httpx — no new SDK dep). Reads GEMINI_API_KEY (~/.env; SoT Infisical nautilus:/external-apis/gemini). Host-side only — no LLM from the container. - precedent_metadata_extractor: claude_session.query_json → gemini_session. Validated live: rich, accurate fields (case_name/summary/appeal_subtype/tags). - process_pending_extractions: kind-aware cooldown — metadata 2s (Gemini, fast), halacha keeps 30s (Claude rate limits). - drain_metadata_queue.py + legal-metadata-drain.config.cjs (pm2 cron */15) so the queue never clogs again. SCRIPTS.md. - X8 INV-FP5 updated: per-task engine choice (Gemini=bounded metadata, claude_session=agentic halacha), both host-side, single canonical queue (G2). Agentic/voice-sensitive work (writing, analysis, halacha) stays on claude_session (Daphna's subscription). Gemini cost ≈ $0.10/1M tokens — negligible. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>	2026-06-08 05:13:49 +00:00
Chaim	37c56ff22a	docs(spec): cycle-2 — 8 application-surface domains (X6–X10) + ui-audit + GAP-24..62/FU-9..15 Extends the system spec beyond the core pipeline to the 8 surfaces outside it: - X6 UI↔API contract + design rules (INV-UI1..6) - X7 Paperclip client & connection params (INV-INT4..8) - X8 field-population & extraction provenance (INV-FP1..5) - X9 MCP tool contract — 71 tools (INV-TOOL1..6) - X10 deploy/env/secrets (INV-ENV1..5) - ui-audit.md — page-by-page UI audit (13 pages) - 02-data-model: derived-entity invariants (INV-DM4..6) - X4-agents: tool-grant map + INV-AG3 - gap-audit: GAP-24..62 → FU-9..15; cycle-1 (FU-1..8b) marked done - constitution §7 + README index (X1..X10) Planning/spec artifacts only — no application code. All engineering invariants backed by ≥3 sources; every finding carries verified file:line. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>	2026-05-31 16:21:27 +00:00

Author

SHA1

Message

Date

Chaim

d95a36f310

feat(extraction): precedent metadata via Gemini Flash + scheduled drainer

The /precedents metadata queue was stuck — 24 rows requested, nothing draining
them — and the agentic claude CLI hit error_max_turns on what is a single
structured text→JSON task (slow + flaky). Metadata extraction is bounded
extraction, the wrong fit for an agentic loop.

- gemini_session.py: query_json drop-in (gemini-2.5-flash, JSON mode, httpx —
  no new SDK dep). Reads GEMINI_API_KEY (~/.env; SoT Infisical
  nautilus:/external-apis/gemini). Host-side only — no LLM from the container.
- precedent_metadata_extractor: claude_session.query_json → gemini_session.
  Validated live: rich, accurate fields (case_name/summary/appeal_subtype/tags).
- process_pending_extractions: kind-aware cooldown — metadata 2s (Gemini, fast),
  halacha keeps 30s (Claude rate limits).
- drain_metadata_queue.py + legal-metadata-drain.config.cjs (pm2 cron */15) so
  the queue never clogs again. SCRIPTS.md.
- X8 INV-FP5 updated: per-task engine choice (Gemini=bounded metadata,
  claude_session=agentic halacha), both host-side, single canonical queue (G2).

Agentic/voice-sensitive work (writing, analysis, halacha) stays on claude_session
(Daphna's subscription). Gemini cost ≈ $0.10/1M tokens — negligible.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

2026-06-08 05:13:49 +00:00

Chaim

37c56ff22a

docs(spec): cycle-2 — 8 application-surface domains (X6–X10) + ui-audit + GAP-24..62/FU-9..15

Extends the system spec beyond the core pipeline to the 8 surfaces outside it:
- X6 UI↔API contract + design rules (INV-UI1..6)
- X7 Paperclip client & connection params (INV-INT4..8)
- X8 field-population & extraction provenance (INV-FP1..5)
- X9 MCP tool contract — 71 tools (INV-TOOL1..6)
- X10 deploy/env/secrets (INV-ENV1..5)
- ui-audit.md — page-by-page UI audit (13 pages)
- 02-data-model: derived-entity invariants (INV-DM4..6)
- X4-agents: tool-grant map + INV-AG3
- gap-audit: GAP-24..62 → FU-9..15; cycle-1 (FU-1..8b) marked done
- constitution §7 + README index (X1..X10)

Planning/spec artifacts only — no application code. All engineering invariants
backed by ≥3 sources; every finding carries verified file:line.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>

2026-05-31 16:21:27 +00:00

2 Commits