project-learnings

Capture project-specific learnings into AGENTS.md during debugging and code reviews.

2|Updated Mar 9, 2026
One-click install
npx skills add https://github.com/sequenzia/agent-tools --skill project-learnings
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: project-learnings
Source: https://github.com/sequenzia/agent-tools/tree/main/plugins/core/skills/project-learnings
Command: npx skills add https://github.com/sequenzia/agent-tools --skill project-learnings

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Captures project-specific patterns and anti-patterns into AGENTS.md, creating a living knowledge base that improves debugging, development, and code reviews over time.

Core Features & Use Cases

  • Knowledge capture: extracts project-specific learnings from debugging, reviews, and design discussions and stores them in AGENTS.md.
  • Pattern reinforcement: reiterates team conventions and known gotchas for future sessions.
  • Use Case: When a recurring issue is observed, add a focused entry to AGENTS.md to prevent repetition.

Quick Start

Identify a project-specific insight and append it to AGENTS.md following the Step 3-5 process.

Frequently Asked Questions about project-learnings

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

FAQPage Schema
How do I capture project-specific debugging patterns into a knowledge base?

You capture project-specific debugging patterns by appending evaluated findings into AGENTS.md. This creates a living knowledge base that reinforces team conventions and prevents recurring issues in future development sessions.

What is AGENTS.md used for in software engineering projects?

AGENTS.md serves as a living knowledge base for storing project-specific learnings, anti-patterns, and architectural decisions. It improves debugging and code reviews by documenting unique patterns and known gotchas discovered during development.

How do I document code review insights to prevent recurring issues?

Document code review insights by evaluating the findings, reading or creating AGENTS.md, and formatting entries under appropriate sections. This captures project-specific patterns to reiterate team conventions and stop similar issues from repeating.

When should I add architectural decisions to a project knowledge base?

Add architectural decisions to a project knowledge base when debugging, code reviews, or design discussions reveal patterns unique to your project. Appending focused entries to AGENTS.md during these moments ensures valuable insights are captured for future reference.

Can I use AGENTS.md for capturing anti-patterns observed during debugging?

Yes, you can use AGENTS.md for capturing anti-patterns observed during debugging. The process involves evaluating the recurring issue, formatting a focused entry, and placing it under appropriate sections to prevent the same mistakes from happening again.

What is the best way to maintain a living knowledge base for development conventions?

The best way to maintain a living knowledge base is to continuously append project-specific learnings from debugging and reviews into AGENTS.md. Following a structured process to format and place entries ensures the knowledge base stays relevant and useful.