agents-md-retrospective

Update AGENTS.md with durable instructions after repeated failures.

Updated Jun 28, 2026

Search Tags:#retrospective #document update #AGENTS.md #failure prevention #rule automation

Ready to run

npx skills add https://github.com/Mesteriis/Engineering-Bible-AI --skill agents-md-retrospective

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: agents-md-retrospective
Source: https://github.com/Mesteriis/Engineering-Bible-AI/tree/main/skills/agents-md-retrospective
Command: npx skills add https://github.com/Mesteriis/Engineering-Bible-AI --skill agents-md-retrospective

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill automates the updating of AGENTS.md after repeated failures, ensuring that only durable instructions are added to the document.

Core Features & Use Cases

Automated Retrospective Updates: Identifies and adds durable instructions to AGENTS.md following repeated failures.
Prevention of One-off Rules: Ensures that only rules that prevent repeated failures are included.
Validation and Rule Avoidance: Validates new rules to prevent duplication and unnecessary content.

Quick Start

Run the agents-md-retrospective skill to update AGENTS.md after a failure.

Frequently Asked Questions about agents-md-retrospective

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

FAQPage Schema

How do I automate AGENTS.md updates after repeated failures?▼

You can automate AGENTS.md updates after repeated failures by running a retrospective process that identifies durable instructions to add, ensuring only rules preventing future issues are included.

What is the best way to prevent one-off rules in AGENTS.md?▼

The best way to prevent one-off rules in AGENTS.md is to validate new instructions automatically, ensuring only durable rules that prevent repeated failures are added while avoiding duplication.

How does rule validation work for AGENTS.md document updates?▼

Rule validation for AGENTS.md works by checking new instructions against existing content to prevent duplication and ensure only durable, failure-preventing rules are included.

When should I run an AGENTS.md retrospective to add new rules?▼

You should run an AGENTS.md retrospective to add new rules immediately after a repeated failure occurs, ensuring the system captures durable instructions that will prevent the same issue.

Can I use automated retrospective updates for any type of failure prevention rule?▼

Automated retrospective updates for failure prevention rules are designed specifically for AGENTS.md files, validating that only durable instructions preventing repeated failures are added while filtering out one-off content.