dev-retro
Skill1.7k starsChanged 28 days agoApache-2.0View on GitHub
AI DevKit · Run an evidence-based retrospective on finished work (feature, session, incident) and turn friction into durable fixes, automation first. Use when users ask for a retro, lessons learned, post-mortem, or "what went wrong", or when another skill offers one after a feature or fix.
Adopted by
Steady: 0 new projects took it in the last 4 weeks, none the 4 weeks before.thin data
Who's talking about codeaholicguy/ai-devkit
- A Hacker News story“I collected all valuable AI Skills repositories”Hacker News · Feb 3, 2026 · 2 points
- A Hacker News story“AI-Devkit”Hacker News · Oct 16, 2025 · 1 points
- sudosubin/agents.nix“agent-skills.github.codeaholicguy.ai-devkit: 0-unstable-2026-11-07 → 0-unstable-2026-11-08”GitHub · Nov 8, 2026
- sudosubin/agents.nix“agent-skills.github.codeaholicguy.ai-devkit: 0-unstable-2026-11-01 → 0-unstable-2026-11-07”GitHub · Nov 7, 2026
- sudosubin/agents.nix“codex-plugins.github.codeaholicguy.ai-devkit: 0-unstable-2026-11-04 → 0-unstable-2026-11-07”GitHub · Nov 7, 2026
The biggest 5 of 42 mentions linking to the repository that our crawl found. Each line is their own headline.
See all 42
Talked about on GitHub and Hacker News (42 times).
On GitHub · 40
- Nov 8, 2026agent-skills.github.codeaholicguy.ai-devkit: 0-unstable-2026-11-07 → 0-unstable-2026-11-08 — sudosubin/agents.nix0 reactions
- Nov 7, 2026agent-skills.github.codeaholicguy.ai-devkit: 0-unstable-2026-11-01 → 0-unstable-2026-11-07 — sudosubin/agents.nix0 reactions
- Nov 7, 2026codex-plugins.github.codeaholicguy.ai-devkit: 0-unstable-2026-11-04 → 0-unstable-2026-11-07 — sudosubin/agents.nix0 reactions
- Nov 4, 2026codex-plugins.github.codeaholicguy.ai-devkit: 0-unstable-2026-11-03 → 0-unstable-2026-11-04 — sudosubin/agents.nix0 reactions
- Nov 3, 2026codex-plugins.github.codeaholicguy.ai-devkit: 0-unstable-2026-11-01 → 0-unstable-2026-11-03 — sudosubin/agents.nix0 reactions
35 more on GitHub
- Nov 1, 2026agent-skills.github.codeaholicguy.ai-devkit: 0-unstable-2026-10-28 → 0-unstable-2026-11-01 — sudosubin/agents.nix0 reactions
- Nov 1, 2026codex-plugins.github.codeaholicguy.ai-devkit: 0-unstable-2026-10-29 → 0-unstable-2026-11-01 — sudosubin/agents.nix0 reactions
- Oct 29, 2026codex-plugins.github.codeaholicguy.ai-devkit: 0-unstable-2026-10-28 → 0-unstable-2026-10-29 — sudosubin/agents.nix0 reactions
- Oct 29, 2026agent-skills.github.codeaholicguy.ai-devkit: 0-unstable-2026-10-25 → 0-unstable-2026-10-28 — sudosubin/agents.nix0 reactions
- Oct 29, 2026codex-plugins.github.codeaholicguy.ai-devkit: 0-unstable-2026-10-25 → 0-unstable-2026-10-28 — sudosubin/agents.nix0 reactions
- Oct 25, 2026agent-skills.github.codeaholicguy.ai-devkit: 0-unstable-2026-10-23 → 0-unstable-2026-10-25 — sudosubin/agents.nix0 reactions
- Oct 25, 2026codex-plugins.github.codeaholicguy.ai-devkit: 0-unstable-2026-10-24 → 0-unstable-2026-10-25 — sudosubin/agents.nix0 reactions
- Oct 24, 2026codex-plugins.github.codeaholicguy.ai-devkit: 0-unstable-2026-10-23 → 0-unstable-2026-10-24 — sudosubin/agents.nix0 reactions
- Oct 23, 2026codex-plugins.github.codeaholicguy.ai-devkit: dc8509c → 86af9b6 — sudosubin/agents.nix0 reactions
- Oct 23, 2026agent-skills.github.codeaholicguy.ai-devkit: 5dc438c → 3f90d45 — sudosubin/agents.nix0 reactions
- Oct 23, 2026codex-plugins.github.codeaholicguy.ai-devkit: 08f1a74 → dc8509c — sudosubin/agents.nix0 reactions
- Oct 23, 2026agent-skills.github.codeaholicguy.ai-devkit: 0-unstable-2026-10-18 → 0-unstable-2026-10-23 — sudosubin/agents.nix0 reactions
- Oct 23, 2026codex-plugins.github.codeaholicguy.ai-devkit: 007cbd0 → 08f1a74 — sudosubin/agents.nix0 reactions
- Oct 23, 2026codex-plugins.github.codeaholicguy.ai-devkit: 0-unstable-2026-10-18 → 0-unstable-2026-10-23 — sudosubin/agents.nix0 reactions
- Oct 18, 2026agent-skills.github.codeaholicguy.ai-devkit: 0-unstable-2026-10-11 → 0-unstable-2026-10-18 — sudosubin/agents.nix0 reactions
- Oct 18, 2026codex-plugins.github.codeaholicguy.ai-devkit: 0-unstable-2026-10-17 → 0-unstable-2026-10-18 — sudosubin/agents.nix0 reactions
- Oct 17, 2026codex-plugins.github.codeaholicguy.ai-devkit: 0-unstable-2026-10-16 → 0-unstable-2026-10-17 — sudosubin/agents.nix0 reactions
- Oct 16, 2026codex-plugins.github.codeaholicguy.ai-devkit: 0-unstable-2026-10-15 → 0-unstable-2026-10-16 — sudosubin/agents.nix0 reactions
- Oct 15, 2026codex-plugins.github.codeaholicguy.ai-devkit: 475f4b9 → cea04b3 — sudosubin/agents.nix0 reactions
- Oct 15, 2026codex-plugins.github.codeaholicguy.ai-devkit: 0-unstable-2026-10-14 → 0-unstable-2026-10-15 — sudosubin/agents.nix0 reactions
- Oct 14, 2026codex-plugins.github.codeaholicguy.ai-devkit: 66d2ea6 → 9eae9bf — sudosubin/agents.nix0 reactions
- Oct 14, 2026codex-plugins.github.codeaholicguy.ai-devkit: 0-unstable-2026-10-12 → 0-unstable-2026-10-14 — sudosubin/agents.nix0 reactions
- Oct 13, 2026codex-plugins.github.codeaholicguy.ai-devkit: 0-unstable-2026-10-06 → 0-unstable-2026-10-12 — sudosubin/agents.nix0 reactions
- Oct 13, 2026agent-skills.github.codeaholicguy.ai-devkit: 0-unstable-2026-10-04 → 0-unstable-2026-10-11 — sudosubin/agents.nix0 reactions
- Oct 7, 2026codex-plugins.github.codeaholicguy.ai-devkit: b614d94 → 7ef0cd5 — sudosubin/agents.nix0 reactions
- Oct 6, 2026codex-plugins.github.codeaholicguy.ai-devkit: 0-unstable-2026-10-04 → 0-unstable-2026-10-06 — sudosubin/agents.nix0 reactions
- Oct 4, 2026codex-plugins.github.codeaholicguy.ai-devkit: init at 0-unstable-2026-10-04 — sudosubin/agents.nix0 reactions
- Oct 4, 2026agent-skills.github.codeaholicguy.ai-devkit: 0-unstable-2026-09-27 → 0-unstable-2026-10-04 — sudosubin/agents.nix0 reactions
- Oct 3, 2026agent-skills.github.codeaholicguy.ai-devkit: 0.61.0-unstable-2026-09-20 → 0-unstable-2026-09-27 — sudosubin/agents.nix0 reactions
- Sep 26, 2026[Candidate] codeaholicguy/ai-devkit/skills/agent-orchestration - agent-orchestration — ProSkillsMD/proskills0 reactions · 2 comments
- Sep 26, 2026[Candidate] codeaholicguy/ai-devkit/skills/agent-management - agent-management — ProSkillsMD/proskills0 reactions · 2 comments
- Sep 26, 2026[Candidate] codeaholicguy/ai-devkit/skills/agent-communication - agent-communication — ProSkillsMD/proskills0 reactions · 1 comment
- Sep 26, 2026agent-skills.github.codeaholicguy.ai-devkit: init at 0.61.0-unstable-2026-09-20 — sudosubin/agents.nix0 reactions
- Aug 27, 2026[Resource]: AI DevKit — hesreallyhim/awesome-claude-code0 reactions · 1 comment
- Apr 18, 2026Audit candidate: codeaholicguy/ai-devkit — xiaolai/nlpm0 reactions · 4 comments
On Hacker News · 2
- Feb 3, 2026I collected all valuable AI Skills repositories2 points
- Oct 16, 2025AI-Devkit1 point
In this repository30 other files it gives its agents.
- agent-communicationSkill
- agent-managementSkill
- agent-orchestrationSkill
- ai-devkit-setupSkill
- brainstormSkill
- changelogSkill
- dev-commitSkill
- dev-debugSkill
- dev-designSkill
- dev-implementationSkill
- dev-lifecycleSkill
- dev-planningSkill
- dev-prSkill
- dev-refactorSkill
- dev-requirementsSkill
- dev-reviewSkill
- dev-simplifySkill
- dev-smokeSkill
- dev-testingSkill
- dev-worktreeSkill
- document-codeSkill
- memorySkill
- remote-from-slackSkill
- remote-from-telegramSkill
- security-reviewSkill
- session-compactSkill
- taskSkill
- tddSkill
- technical-writerSkill
- verifySkill
The file
We split this skill into the rules it gives an agent
3 rules. About 0 are common, 3 are distinctive, and 0 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈3
Distinctive · estimate
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 12
When suggested by another skill, ask the user before running.
- Distinctive: line 13
Every item needs evidence: a failed command, hook or test output, a user correction, a revert, or rework in the diff.
- Distinctive: line 16
Never copy secrets, credentials, or personal data from transcripts into fixes or memory.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Retro
Turn what went wrong into fixes that stop it recurring. Not a status summary: use session-compact for handoff state.
Rules
- When suggested by another skill, ask the user before running; skip silently if declined.
- Every item needs evidence: a failed command, hook or test output, a user correction, a revert, or rework in the diff. No generic lessons.
- Cap at the 3-5 highest-cost items. Note what worked in one line only if it should be kept on purpose.
- Blameless: describe the gap in the system, not the person or agent.
- Never copy secrets, credentials, or personal data from transcripts into fixes or memory.
Fix Ladder
Pick the highest rung that works:
- Automate: test, lint rule, hook, CI check, build dependency.
- Fix the tool: script, template, default config.
- Instruct: skill,
AGENTS.md/CLAUDE.md, docs. - Remember:
memoryentry, only for knowledge that cannot be enforced. Search first; update instead of duplicating. - Drop: one-off with no pattern.
Workflow
- Scope the work: feature, branch, session, or incident, and its commit range.
- Gather evidence:
git logand diff for the range, failed or retried commands, hook/CI failures,taskevidence, user corrections. Use the session transcript when available (agent sessions,session-compact); do not require it. - For each item, record: what happened, cost (time, rework, risk), root cause in one line, and the fix with its rung, exact file or command.
- Present the items and wait for approval. Memory-only fixes may proceed; skill, config, CI, and code changes need explicit approval.
- Apply approved fixes, validate each with
verify(a new check must fail on the old state when practical), and commit per the user's workflow. - Report: fixes applied with rung, items dropped and why, follow-ups left open.
Stop
Pause when evidence is missing, a fix needs a team or ownership decision, or the root cause is unclear; hand unclear failures to dev-debug.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

