A/B test (2026-05-05) showed DeepSeek V4-Pro is 2-3x faster and ~20x cheaper
than Sonnet for style/lexicon pattern analysis, with comparable quality.
Adds adapters/deepseek-paperclip-adapter/ package, documents adapter requirements
(env injection, run-id headers), updates CLAUDE.md with adapter integration notes,
and records lessons from ערר 1200-25 (block order for 1xxx, "להלן מתוך" pattern,
expanded factual background, bridge planning analysis, flat heading structure).
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
The curator's promptTemplate (stored in DB) now teaches Hermes how to
post issue_thread_interactions instead of free-text comments. Three
patterns supported, curator picks per context:
- ask_user_questions for filtering findings (multi-select)
- request_confirmation for accept/reject of a single proposal
- suggest_tasks for proposing follow-up issues
Verified end-to-end on CMP-71: curator hit a real obstacle (couldn't
read the final DOCX from its container) and chose request_confirmation
on its own to ask the user how to proceed — exactly the conversational
behavior we want.
Paperclip auto-wakes the curator with $PAPERCLIP_APPROVAL_ID when the
user responds. The new prompt has a §B branch that handles the second
wake (read response → act → close).
The UI side was already built in d099470 (mirror Paperclip interactions
in case page) — now Hermes-side agents produce interactions too, not
just claude_local agents.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
The previous F2 stage in legal-ceo.md fired after the first DOCX export
— too early, since the user often iterates with עריכה-* uploads after
the first export. The true "this is dafna's chosen final" signal is the
"סמן כסופי" button in the UI, which calls api_mark_final.
This commit moves the curator wakeup from CEO's instructions to a
direct hook in api_mark_final:
- web/paperclip_client.py: add CURATOR_AGENTS dict (CMP + CMPA UUIDs)
and wake_curator_for_final() helper. Looks up main case issue,
creates a child issue assigned to the curator, tags plugin_state for
case visibility, and triggers wakeup via Paperclip API.
- web/app.py: api_mark_final now calls workflow_tools.ingest_final_version
(so case_law table finally gets populated for search_decisions) and
pc_wake_curator_for_final. Both are best-effort — failure does not
block marking final.
- legal-ceo.md: remove F2 stage, leave only the agents-table reference
noting the curator runs from api_mark_final.
- hermes-curator.md: update activation description to reflect the new
flow.
Result: curator runs only when chaim deliberately clicks "סמן כסופי",
on the actual final file, with no risk of analyzing a draft that will
later change.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Adds new sub-agent "מנהל ידע" (hermes_local adapter) that runs after
each successful export to analyze the final decision and suggest updates
to skills/decision/SKILL.md and lessons. Read-only on case data, write
only on a single comment per run.
- legal-ceo.md: new stage F2 after F (export). Looks up curator by name
in current company, creates async sub-issue, no waiting. Falls back to
silent skip if no curator configured.
- legal-ceo.md: agents table updated with both curator UUIDs (CMP + CMPA).
- hermes-curator.md: role instructions documenting CMP/CMPA split and
what the curator does/does not do.
Stage 1 POC. End-to-end validated on CMP-68 (case 1130-25) with two
substantive findings on style patterns. CMPA agent created with separate
~/.hermes/profiles/curator-cmpa profile (own MEMORY.md focused on
היטל השבחה / פיצויים).
Known gaps to follow up: curator does not auto-close its issue, does
not auto-persist findings to MEMORY.md, comment attribution falls back
to chaim's user (install-key) — these are tracked separately and do
not block validation.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
