retro
Skill0 starsChanged 9 months agoMITView on GitHub
Post-task reflection: captures what worked, what failed, and new learnings to memory files. Use when the user says "retro", "reflect", "what did we learn", or "/retro". Reads session activity log, analyzes the conversation, and selectively updates error-patterns.md, patterns.md, and debugging.md. Designed to feel fast, not ceremonial.
193 other projects use a version of this.
Adopted by
Most recently taken up by
- rodeyseijkens/skillstheir own version, first seen Nov 8, 2026
- Yesterday-AI/ytstacktheir own version, first seen Nov 8, 2026
- gaoyu06/harnesstheir own version, first seen Nov 8, 2026
- Schepetkov/claude-skills-game-UEtheir own version, first seen Nov 8, 2026
- tornikegomareli/Skillstheir own version, first seen Nov 8, 2026
- devjiwonchoi/skillstheir own version, first seen Nov 8, 2026
Used with
Projects with it also use plan-tune, ios-clean and 10 more.
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Other versions193 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 193
- mattpocock/skills★ 309ksame name
- garrytan/gstack★ 141ksame name
- formbricks/formbricks★ 13ksame name
- ArcReel/ArcReel★ 6.3ksame name
- vinvcn/mattpocock-skills-zh-CN★ 5.5ksame name
- withcoral/coral★ 4.9ksame name
- bergside/awesome-design-skills★ 2.9ksame name
- MiniMax-AI/minimax-code★ 2.2ksame name
- DenchHQ/DenchClaw★ 1.7ksame name
- DenchHQ/ironclaw★ 1.7ksame name
183 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository9 other files it gives its agents.
- templates/CLAUDE.mdCLAUDE.md
- audit-instructionsSkill
- index-codebaseSkill
- meeting-notesSkill
- project-statusSkill
- red-teamSkill
- session-cleanupSkill
- session-handoffSkill
- session-startSkill
The file
Show its rules and text
We split this skill into the rules it gives an agent
16 rules. 0 are common, 12 are distinctive, and 4 are very specific to this project.
0
Common
Most of the 171 edited versions we read keep these.
12
Distinctive
This author's own choices. Worth a look.
4
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 16
Read ~/.claude/cache/session-activity.log if it exists -- shows git commits and pushes from this session
- Distinctive: line 26
Debugging: If debugging occurred -- symptoms, root causes, and fixes discovered
- Very specific: line 32
All memory files live in the configured memory directory (from agent-os.config.json).
- Distinctive: line 36
Only add entries for NEW error patterns.
- Distinctive: line 43
Place under the appropriate existing section (Tool Errors, MCP / API Errors, Workflow Patterns, Platform-Specific).
- Distinctive: line 47
Only add entries for genuinely useful new patterns.
- Distinctive: line 55
Place under the appropriate section (File Operations, Architecture Decisions, Session Management, Debugging Approaches).
- Distinctive: line 59
Only add entries if actual debugging occurred this session.
- Distinctive: line 67
Place under the appropriate section (Tool & Environment Issues, Code Issues, Integration Issues).
- Very specific: line 71
Ask the user: "Want me to save a session note to the vault?" If yes, create a note in <vaultPath>/Sessions/YYYY-MM-DD-retro.md with …
- Distinctive: line 102
Read each memory file BEFORE writing to check for duplicates
- Distinctive: line 103
Don't add trivial or one-off errors -- only patterns likely to recur
- Distinctive: line 104
Don't modify existing entries unless they're clearly wrong
- Distinctive: line 105
Keep entries concise -- one or two sentences per field
- Distinctive: line 106
If nothing was learned, say so honestly: "Clean session, no new learnings"
- Very specific: line 108
All paths come from agent-os.config.json -- never hardcode user-specific paths
“Common” is measured: kept by at least 6 in 10 of the 171 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Retro -- Post-Work Reflection
Analyze this session's work and capture useful learnings. Only write to files when there's something genuinely new -- don't pad.
Step 1: Gather Data
- Read
~/.claude/cache/session-activity.logif it exists -- shows git commits and pushes from this session - Review the conversation history: what files were changed, what errors occurred, what approaches were tried, what worked vs failed
- Note any tools that failed, workarounds discovered, or non-obvious solutions
Step 2: Analyze
Categorize findings into:
- Errors: New error patterns not already in error-patterns.md (tool failures, environment issues, API errors)
- Patterns: New workflow approaches that proved effective (file strategies, tool combinations, architectural decisions)
- Debugging: If debugging occurred -- symptoms, root causes, and fixes discovered
For each category, check the existing file to avoid duplicating what's already captured.
Step 3: Update Memory Files (Selectively)
All memory files live in the configured memory directory (from agent-os.config.json).
error-patterns.md
Only add entries for NEW error patterns. Follow the existing format exactly:
### [Short descriptive title]
**What happened:** [Specific error message or scenario]
**Rule:** [What to do instead, stated as a directive]Place under the appropriate existing section (Tool Errors, MCP / API Errors, Workflow Patterns, Platform-Specific).
patterns.md
Only add entries for genuinely useful new patterns. Format:
### [Pattern Name]
**Context:** [When this pattern applies]
**Approach:** [What to do]
**Why it works:** [Brief explanation]Place under the appropriate section (File Operations, Architecture Decisions, Session Management, Debugging Approaches).
debugging.md
Only add entries if actual debugging occurred this session. Format:
### [Symptom description]
**Root Cause:** [What actually caused it]
**Fix:** [What resolved it]
**Prevention:** [How to avoid it next time]Place under the appropriate section (Tool & Environment Issues, Code Issues, Integration Issues).
Step 4: Offer Session Note (Optional)
Ask the user: "Want me to save a session note to the vault?" If yes, create a note in <vaultPath>/Sessions/YYYY-MM-DD-retro.md with frontmatter:
---
date: YYYY-MM-DD
tags: [session, retro, {project-tag}]
project: {vault-folder-name}
---The project: field must match the vault folder name exactly. Check ~/.claude/cache/session-context.json for detectedProject if unsure. Use "general" if no specific project applies.
Output Format
Retro Summary
Work Done:
- [brief bullets of what happened this session]
Captured:
- error-patterns.md: [Added N patterns / No new patterns]
- patterns.md: [Added N patterns / No new patterns]
- debugging.md: [Added N entries / No debugging this session]
Activity Log: [N commits, N pushes / No activity logged]
Save session note to vault? (y/n)Rules
- Read each memory file BEFORE writing to check for duplicates
- Don't add trivial or one-off errors -- only patterns likely to recur
- Don't modify existing entries unless they're clearly wrong
- Keep entries concise -- one or two sentences per field
- If nothing was learned, say so honestly: "Clean session, no new learnings"
- Clear the activity log after processing: delete
~/.claude/cache/session-activity.log - All paths come from agent-os.config.json -- never hardcode user-specific paths
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