How does it detect 'drift' in a project?

It compares recent team actions and deliverables against the canonical directives defined in your project's methodology files to see if the actual work aligns with the intended process.

Does it change my project files automatically?

No. The skill identifies patterns and generates structured proposals, but it requires explicit human approval before implementing any changes to your methodology or configuration.

What is the primary purpose of the pm-retrospect skill?

It serves as a learning loop that challenges PM system assumptions against accumulated evidence, ensuring your project management rules remain effective and relevant.

When should I trigger a PM retrospective?

You should run it at the end of sprints, after major deployments, or whenever you notice recurring friction in team coordination or deliverable quality.

PM Retrospect & System Audit

Name: PM Retrospect & System Audit
Author: LopeWale

byLopeWale

•

Collaboration Tools

Audits project management processes by triaging observations and patterns to improve team coordination and performance.

The pm-retrospect skill acts as a metacognitive layer for project management within Claude Code, ensuring that your operational methodologies evolve based on real-world evidence. It performs automated drift checks to ensure teams follow established rules, triages friction points from logs, and detects recurring patterns in performance or enforcement failures. By converting observations into actionable system improvements, it helps maintain project health and prevents the degradation of coordination quality over time through a structured learning loop.

Key Features

01Automated drift detection against canonical project methodologies

02Human-in-the-loop implementation for project system changes

03Pattern recognition for recurring team performance bottlenecks

041 GitHub stars

05Evidence-based proposals for process and documentation updates

06Triage system for project observations and unresolved tensions

Use Cases

01Running weekly project health audits to identify process friction and rule drift

02Updating project methodologies after detecting recurring validation failures

03Analyzing team performance patterns during complex multi-sprint deliveries

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add lopewale/dev_ignition pm-retrospect

For use in Claude.ai and ChatGPT

Download Skill