letter-generation-pipeline
CommunityTurn intake forms into attorney-ready letters
Authorjamilahmedansari
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Converts raw subscriber intake forms into polished, attorney-ready legal letters by orchestrating research, drafting, and final assembly so teams can automate letter generation at scale and reduce manual attorney time.
Core Features & Use Cases
- Three-stage AI Orchestrator: Runs web-grounded legal research, structured drafting, and final assembly with provider fallback and timeout controls.
- Robust Status & Retry Handling: Enforces status transitions, workflow job tracking, admin retry paths, and silent failure handling with database audit records.
- Integrations & Outputs: Persists research and drafts as versioned records, sends notification emails, supports an n8n webhook fallback, and outputs printable letter content for PDF generation.
- Use Case: Automate demand letters, cease-and-desist notices, and other jurisdiction-sensitive correspondence for subscribers while enabling attorney review and edits.
Quick Start
Submit an intake JSON to the letters.submit endpoint to trigger the three-stage pipeline and receive a letterId for subsequent monitoring.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: letter-generation-pipeline Download link: https://github.com/jamilahmedansari/www.talk-to-my-lawyer.com-/archive/main.zip#letter-generation-pipeline Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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