- Add minimum word count guidance (2000-4000 words)
- Number each claim in claims_context for explicit tracking
- Require 3-5 case law citations minimum
- Fix max_tokens > budget_tokens for extended thinking
- Use streaming for opus+thinking requests (>10min timeout)
Tested on Hecht case: block-yod improved from 1039 to 1927 words.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Previously matched any word after תב"ע (e.g., "תב"ע ואין", "תב"ע קיפחה").
Now requires a plan number (digits/hyphens) — reduces false positives from 24 to 4
on the Hecht case test.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Expose case management, search, workflow status, and drafting tools
via HTTP endpoints for the Paperclip plugin to consume.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Upload interface now supports three targets:
- Ezer Mishpati case documents
- Ezer Mishpati training corpus
- Din Leumi NI court decisions (new)
Din Leumi uploads auto-extract metadata (court, judge, date, parties,
topics, outcome) using Claude API, eliminating manual form filling.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Coolify requires curl or wget in the container for HTTP healthchecks.
Removed custom HEALTHCHECK instruction - Coolify manages it via UI settings.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Coolify requires curl/wget for HTTP healthchecks on Dockerfile deployments,
but the python:3.12-slim image doesn't include them. Use python3 urllib instead.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
- Add expected_outcome field to cases (rejection/partial/full/betterment_levy)
- New lessons.py module with golden ratios, templates, and drafting guidance per outcome type
- Style analyzer now uses Opus with full decision text (no truncation), with multi-pass fallback for large corpora
- Drafting tool provides outcome-specific templates, section guidance, and ratio comments
- Improved JSON extraction with bracket-matching fallback
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Ezer Mishpati - AI legal decision drafting system with:
- MCP server (FastMCP) with document processing pipeline
- Web upload interface (FastAPI) for file upload and classification
- pgvector-based semantic search
- Hebrew legal document chunking and embedding
