skills.rest
sidtheone
sidtheoneCOMMUNITY
Explore all skills by this author →
WebsiteGitHub

insight-retro

Synthesize development persona feedback into post-build retrospectives and update PATTERNS.md and TDD-MATRIX.md.

14|1|Updated Mar 10, 2026
Search Tags:#knowledge management#ai agents#retrospective#continuous improvement#development process#lessons learned
One-click install
npx skills add https://github.com/sidtheone/insightsloop --skill insight-retro
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: insight-retro
Source: https://github.com/sidtheone/insightsloop/tree/main/skills/insight-retro
Command: npx skills add https://github.com/sidtheone/insightsloop --skill insight-retro

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill captures actionable insights from development cycles, ensuring that lessons learned are recorded and applied to prevent recurring errors and improve future iterations.

Core Features & Use Cases

  • Automated Retrospective: Gathers feedback from all involved personas (Sentinel, Storm, Monkey, etc.) on a completed run.
  • Insight Synthesis: Analyzes feedback to identify what went right, what went wrong, and what needs to change.
  • Knowledge Update: Updates project memory files like PATTERNS.md and TDD-MATRIX.md to institutionalize learnings.
  • Use Case: After a feature development cycle, run this skill to get a consolidated report on the process, identify bottlenecks, and ensure the team doesn't repeat the same mistakes in the next cycle.

Quick Start

Run insight-retro to capture learnings from the last development cycle.

Frequently Asked Questions about insight-retro

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate a development retrospective to capture lessons learned?▼

Automate a development retrospective by synthesizing feedback from all development personas to identify successes, failures, and actionable improvements. This process captures lessons learned to prevent recurring errors across future development cycles.

What is the best way to update project knowledge bases after a feature build?▼

Update project knowledge bases by institutionalizing learnings into files like PATTERNS.md and TDD-MATRIX.md. This records actionable insights from development cycles to prevent repeating the same mistakes in the next iteration.

How do I synthesize feedback from multiple development personas for continuous improvement?▼

Synthesize feedback from multiple development personas by gathering inputs on a completed run and analyzing what went right and wrong. This identifies bottlenecks and generates actionable improvements for continuous development process enhancement.

Do I need git logs to conduct a post-build retrospective?▼

Yes, you need access to run artifacts and git logs to conduct a comprehensive post-build retrospective analysis. These inputs allow the retrospective to accurately identify process successes, failures, and actionable improvements.

What files does an automated retrospective update to prevent repeat mistakes?▼

An automated retrospective updates project memory files like PATTERNS.md and TDD-MATRIX.md to prevent repeat mistakes. This institutionalizes learnings by recording actionable insights directly into the project knowledge base.

Related Skills

Explore More Software Engineering Skills→
gth-aigth-ai
1

retro

Analyze git commit history and code metrics to generate engineering retrospectives.

Community
Advanced
ProyectoG007ProyectoG007

self-improvement

Log learnings, errors, and feature requests into markdown files.

Community
Advanced
d-o-hubd-o-hub
11

analysis-swarm

Orchestrate three AI personas for multi-perspective code analysis.

Community
Advanced
wineastwineast
1

add-project-memory

Extracts lessons from conversations and stores them as organized rules in CLAUDE.md and .claude/rules/ files.

Community
Basic