reflect
Skill13 starsChanged 11 days agoMITView on GitHub
Session reflection — analyzes what happened, proposes backlog items, captures insights.
172 other projects use a version of this.
Adopted by
Most recently taken up by
- Yeachan-Heo/oh-my-claude-sisyphustheir own version, first seen Nov 8, 2026
- Loner1024/skillstheir own version, first seen Nov 8, 2026
- caidanw/skillstheir own version, first seen Nov 8, 2026
- Yeachan-Heo/oh-my-claudecodetheir own version, first seen Nov 8, 2026
- endqwerty/endstacktheir own version, first seen Nov 8, 2026
- tristanphvn/keeltheir own version, first seen Nov 8, 2026
Used with
Projects with it also use poteto-help, setup-pstack and 10 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
ianclearySkillpoteto-help
Guides users through pstack setup, /poteto-mode, and picking the skill, playbook, or principle for a task. Type /poteto-help with a question.
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bnemaSkillsetup-pstack
Configure which Pi models pstack uses per role. Detects available provider/model specs and writes pstack's user configuration. Use for /setup-pstack, "configure pstack models", or changing pstack model choices.
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eryzerzSkillmake-bot-ui
Use when building a custom UI (page, dashboard, buttons) that should wake a Grok Bot over a webhook, when the user must provide a webhook sender key, or when exposing that UI on Tailscale.
Also in 19 projects that use this
ianclearySkillprinciple-explain-the-number
Apply before you trust, report, or act on a number you measured: a speedup, a regression, a throughput, a latency, or an eval result. Find what limits it, and rule out that it measured something other than the work you think.
Also in 26 projects that use this
jaydubya818Skillautomate-me
Use when the user wants working preferences captured in a reusable mode skill.
Also in 39 projects that use this
jaydubya818Skillpoteto-mode
Use when non-trivial work should follow the smallest rigorous Jstack workflow.
Also in 27 projects that use this
- +6 more from jaydubya818
Other versions172 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 172
- Yeachan-Heo/oh-my-claude-sisyphus★ 41ksame name
- Yeachan-Heo/oh-my-claudecode★ 41ksame name
- github/gh-aw★ 5.6ksame name
- backnotprop/pstack★ 3.8ksame name
- github/squad★ 3.4ksame name
- rilldata/rill★ 3ksame name
- microsoft/waza★ 1.5ksame name
- llama-farm/llamafarm★ 837same name
- haddock-development/claude-reflect-system★ 373same name
- egregore-labs/egregore★ 293same name
162 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.
- docs-reflectSkill
- memory-setupSkill
- memorySkill
- parkSkill
- session-continueSkill
- session-endSkill
- session-insightsSkill
- session-restoreSkill
- session-startSkill
The file
We split this skill into the rules it gives an agent
11 rules. 0 are common, 8 are distinctive, and 3 are very specific to this project.
0
Common
Most of the 163 edited versions we read keep these.
8
Distinctive
This author's own choices. Worth a look.
3
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 16
Check memory for saved preference:
- Distinctive: line 21
If no saved preference — detect automatically:
- Very specific: line 22
Check common locations: backlog.md, TODO.md, TODO, docs/backlog.md
- Very specific: line 23
Check if project uses GitHub Issues: gh issue list --limit 1 2>/dev/null
- Distinctive: line 24
If nothing found — ask:
- Distinctive: line 39
Read current backlog to avoid duplicates.
- Distinctive: line 106
Update the backlog target:
- Distinctive: line 121
If DOC: notes exist — notify user: "Found N documentation findings.
- Distinctive: line 123
If called from /session-end — pass control to /docs-reflect automatically.
- Very specific: line 131
If a parked item became a backlog item, a decision or got done in this session — offer its exit (unpark <file> --to=<where>, after moving …
- Distinctive: line 135
Don't duplicate what's already in backlog
“Common” is measured: kept by at least 6 in 10 of the 163 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
Reflect — session reflection
Analyze current session and propose additions to the project backlog.
1. Find backlog target
Check memory for saved preference:
node "${CLAUDE_PLUGIN_ROOT}/scripts/memory.js" search "backlog_target"If no saved preference — detect automatically:
- Check common locations:
backlog.md,TODO.md,TODO,docs/backlog.md - Check if project uses GitHub Issues:
gh issue list --limit 1 2>/dev/null - If nothing found — ask:
Where do you track backlog?
1. backlog.md (will create)
2. TODO.md
3. GitHub Issues (gh issue create)
4. Other — specify path or toolSave preference:
node "${CLAUDE_PLUGIN_ROOT}/scripts/memory.js" note "CONFIG: backlog_target=<chosen path or github-issues>"Read current backlog to avoid duplicates.
1b. Collect watcher auto-findings
The session watcher captures decisions, plans, corrections, and phase changes in real time. Review them before analyzing manually — many candidates for backlog / DOC notes are already surfaced:
node "${CLAUDE_PLUGIN_ROOT}/scripts/memory.js" findingsOutput groups entries by type (decision, plan, correction, phase). Treat them as candidates, not authoritative:
- correction — strong candidate for
feedback/memory - decision — candidate for
decisions/or backlog - plan — candidate for backlog entry
- phase — context only, usually skip
User confirms which findings promote to backlog / memory in step 3.
2. Analyze session
Review what happened and find:
- Workarounds — bugs/problems worked around, not fixed
- Repetitions — pattern that appeared >1 time, asks for automation
- Gaps — skill/rule that was missing, had to do manually
- Insights — decisions worth scaling to other areas
- Done — what from backlog was completed this session
DOC classification check
For each insight, ask: "Should any contributor to this project know this?" If yes — it's a DOC, not just a backlog item or feedback. Save it immediately:
node "${CLAUDE_PLUGIN_ROOT}/scripts/memory.js" note "DOC: <domain> — <insight>"Examples of what IS a DOC:
- Tool/framework choices: "use node:test, not vitest" — project convention
- Architecture decisions: "services return null, not throw" — pattern everyone must follow
- Build/deploy constraints: "no external deps in hooks" — technical requirement
Examples of what is NOT a DOC:
- Personal workflow preference: "I prefer short commit messages"
- One-time workaround: "had to restart dev server"
- Backlog item: "refactor auth module"
3. Propose items
Show list in format:
## Reflect: <date>
### New items
- **<section>**: <description> — <why, with specific case from session>
### Close
- <item that is done>
### Skip
- (nothing found / everything already in backlog)Do NOT write yet. Show user, wait for confirmation.
4. After confirmation
Update the backlog target:
- File-based (backlog.md, TODO.md, etc.): add items to appropriate section, mark closed with
[x] - GitHub Issues:
gh issue create --title "<item>" --body "<why>"for each new item;gh issue close <number>for closed
Also save insights to memory (included in the same confirmation — no separate prompt needed):
node "${CLAUDE_PLUGIN_ROOT}/scripts/memory.js" note "REFLECT: <key insight from session>"5. Check DOC: notes
node "${CLAUDE_PLUGIN_ROOT}/scripts/memory.js" docsIf DOC: notes exist — notify user: "Found N documentation findings. Run /docs-reflect to process them, or /session-end will handle it."
If called from /session-end — pass control to /docs-reflect automatically.
6. Parked items that matured
node "${CLAUDE_PLUGIN_ROOT}/scripts/memory.js" parkedIf a parked item became a backlog item, a decision or got done in this session — offer its exit (unpark <file> --to=<where>, after moving the content). Don't push old ones that didn't move.
Rules
- Don't duplicate what's already in backlog
- Quality over quantity — 1 good item beats 5 vague ones
- Wording: what to do + why (specific case from session)
- Done items stay in their section with [x], don't move to separate block
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