insight-sentinel

Scan git changes and commit history to detect unrecorded technical insights.

Updated May 6, 2026
One-click install
npx skills add https://github.com/HMWKR/claude-code-skills --skill insight-sentinel-hmwkr
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: insight-sentinel
Source: https://github.com/HMWKR/claude-code-skills/tree/main/skills/insight-sentinel
Command: npx skills add https://github.com/HMWKR/claude-code-skills --skill insight-sentinel-hmwkr

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

During software development work, you frequently generate valuable technical insights including bug fixes, new coding patterns, architectural decisions, and API quirks. These insights are often forgotten or left unrecorded, leading to repeated mistakes and lost institutional knowledge that could benefit future work.

Core Features & Use Cases

  • Automated Insight Detection: Scans recent git changes, commit history, and existing project memory to identify unrecorded insights like debugging solutions, new patterns, architectural choices, API gotchas, and confirmed user preferences.
  • Duplicate & Conflict Checking: Compares detected insights against existing memory files to avoid redundant entries and flags contradictions with previously recorded knowledge for your review.
  • Cross-Project Knowledge Sharing: Saves approved insights to both project-specific and global memory stores, so lessons learned in one project can be reused across all your work. Use Case: After spending an hour debugging a Supabase trigger search_path issue, the skill will detect this unrecorded insight and offer to save it, so you never have to troubleshoot the same problem again.

Quick Start

Invoke the insight-sentinel skill to scan your recent work for unrecorded insights and receive suggestions for what to save to your project memory.

Frequently Asked Questions about insight-sentinel

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

FAQPage Schema
How do I track unrecorded technical insights and bug fixes from git history?

Recording architectural decisions from git history involves scanning recent commit changes and comparing them against existing project memory. This automated detection captures unrecorded architectural choices to prevent repeated mistakes and preserve institutional knowledge.

What is the best way to prevent repeated mistakes in software development projects?

Preventing repeated mistakes requires structured preservation of institutional knowledge. By automatically detecting unrecorded debugging solutions and coding patterns from your git workflow, you ensure valuable technical insights are captured for future reference.

How can I automatically detect unrecorded bug fixes in my recent git changes?

Automated insight detection scans recent git changes and commit history to identify unrecorded bug fixes. It compares detected solutions against existing memory files to avoid duplicate entries and flags contradictions with previously recorded knowledge for your review.

Can I share lessons learned across multiple individual and team projects?

Cross-project knowledge sharing allows approved insights to be saved to both project-specific and global memory stores. Lessons learned in one project, such as API quirks or debugging solutions, can be reused across all your work.

Does insight tracking work with existing project memory files?

Insight tracking works with existing project memory by comparing detected insights against current memory files. This duplicate and conflict checking avoids redundant entries and flags contradictions with previously recorded knowledge for your structured review.