AI Harness Retrospective | Agent Skills Atlas

About this skill

Evaluate a real AI-assisted work session against the repo-local harness, classify reusable misses, and update or propose updates to docs, skills, scripts, MCP/tooling, or sensors. Use after substantial work, review feedback, failed validation, or human correction in a repo with an AI harness.

Quick start

Copy the install prompt. Use the green button above this README.
Send it to your agent. Paste it into your coding agent’s chat and send.
Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.

Installation guide →

Review, license & listing details

Review the source before using this skill

This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.

Automated security scan: Partial

Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.

0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1

Content SHA-256: 04a6e5af29f25d7e43c03d1cab920390a906c1e2937aeba1c7d7479ad93dc052

About scan coverage and limitations

Original listing metadata

Original name

ai-harness-retrospective

Original description

About this listing

Category: General
Reported license: MIT
Listing language (estimated): English
Review status: Not individually reviewed
Agent compatibility: Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.