How does PM Seed prevent duplicate entries?

The workflow includes an initial inventory step that scans existing decisions to ensure that the seeding process only adds new, unique knowledge.

Does this tool automatically create files in my repository?

No, it follows a batch-approval workflow where extracted decisions are presented to the user for review before any files are created.

Can I use PM Seed more than once?

Yes. While designed for initial bootstrapping, you should run it whenever significant new documentation sources or major milestone reports are added to the project.

What documentation files does PM Seed support?

It is optimized for standard project files like STATUS.md, KNOWN_ISSUES.md, PROJECT_STATE_REVIEW.md, and security audit reports.

PM Knowledge Seeder

Name: PM Knowledge Seeder
Author: LopeWale

byLopeWale

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생산성 및 워크플로

Populates a structured project management knowledge system by extracting institutional memory and decisions from existing documentation.

PM Knowledge Seeder is a specialized bootstrap utility designed to bridge the gap between raw project documentation and a structured AI knowledge vault. By parsing files like status reports, security audits, and issue logs, it extracts architectural decisions, technical facts, and sprint history into a queryable format. This ensures that Claude can operate with full institutional context from the very first session, transforming static project history into an active repository of professional project management insights.

주요 기능

01Comprehensive sprint record generation and health log population

02Intelligent mapping of existing issues and security audits to structured state tracking

03Automated extraction of architectural decisions and technical facts from Markdown files

04Support for targeted seeding from specific files or full-project documentation reviews

05Approval-based batch processing to ensure high-quality knowledge curation

060 GitHub stars

사용 사례

01Consolidating fragmented project documentation into a unified source of truth for AI agents

02Importing external security audit findings and remediation lessons into a decision log

03Bootstrapping a new project management vault for an existing codebase with deep history

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add lopewale/ampllabs pm-seed

For use in Claude.ai and ChatGPT