reflect
Skill41k starsChanged 8 days agoMITView on GitHub
After a long task, a three-reviewer panel audits the session transcript — tooling, judgment, missed alternatives — and proposes concrete skill edits. Findings feed skillify. For banking marathon-session lessons.
179 other projects use a version of this.
Trending
Quiet since January.thin dataabout the whole repository
Most recently taken up by
- backnotprop/pstacktheir own version, first seen Nov 15, 2026
- B16B1RD/bb-writtheir own version, first seen Nov 15, 2026
- RohiRIK/skillstheir own version, first seen Nov 15, 2026
- sammyjoyce/prime-pstacktheir own version, first seen Nov 15, 2026
- pronvis/skillstheir own version, first seen Nov 15, 2026
- upamune/skillstheir own version, first seen Nov 15, 2026
Who's talking about Yeachan-Heo/oh-my-claude-sisyphus
- A Hacker News story“Sisyphus Now Lives in Oh My Claude”Hacker News · Jan 11, 2026 · 52 points
- Yeachan-Heo/oh-my-claudecode“Silent update security issue”GitHub · Jan 10, 2026 · 1 reactions
- anthropics/claude-plugins-official“feat: Add oh-my-claude-sisyphus multi-agent orchestration plugin”GitHub · Jan 12, 2026
The biggest 3 of 3 mentions linking to the repository that our crawl found. Each line is their own headline.
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 versions179 projects use a version of this.
Word for word · 1
- Yeachan-Heo/oh-my-claudecode★ 41k100% same
Edited · 0
None found.
Wrote their own version · 178
- github/gh-aw★ 5.6ksame name
- backnotprop/pstack★ 4.2ksame 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
- akitaonrails/my-skills★ 283same name
- Azure/fleet★ 227same name
168 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 repository90 other files it gives its agents.
- AGENTS.mdAGENTS.md
- docs/AGENTS.mdAGENTS.md
- skills/AGENTS.mdAGENTS.md
- src/AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- docs/CLAUDE.mdCLAUDE.md
- .github/CLAUDE.mdCLAUDE.md
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- The first 60 shown.
The file
We split this skill into the rules it gives an agent
1 rule. 0 are common, 0 are distinctive, and 1 is very specific to this project.
0
Common
Most of the 168 edited versions we read keep these.
0
Distinctive
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 65
Never edit a skill inside the installed plugin cache.
“Common” is measured: kept by at least 6 in 10 of the 168 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
Long sessions teach things nobody writes down. This skill audits the session transcript with independent reviewers and converts the findings into proposed edits to OMC's own skills — before the lessons evaporate.
When to use
- a marathon session just ended (or is ending) and went well or badly in ways worth banking
- the user asks "what did we learn", "bank this session", or says reflect
When not to use
- routine sessions with nothing anomalous — reflection on nothing is noise
- the user wants a summary of what happened —
ketchupdoes that
Workflow
- Locate the transcript for this session and hand each reviewer the path, not a paste — reviewers read it themselves.
- Seat the panel: three read-only reviewers in one message, in the
background, each with one lens:
- tooling reviewer — which commands, skills, and agents helped or wasted time; what a script or skill should have existed
- judgment reviewer — where calls were wrong, late, or unverifiable; which principle would have caught it
- divergent reviewer — the alternative approaches never tried; what a fresh agent would have done differently Each returns at most three findings, each with transcript citations. Wait for every reviewer to reach a terminal state and collect its output before Step 3 — background dispatch returns before the reviewers finish, and synthesizing on a partial panel proposes misleading skill edits. A reviewer that times out is named as missing, not silently dropped.
- Synthesize: merge duplicates, drop unevidenced claims, rank by how often the lesson would recur. A lesson that applies once is a note; one that applies every session is a skill edit.
- Propose skill edits: for each surviving recurring lesson, the
concrete edit — which skill file, which section, what wording — or a
proposal for a new skill via
skillify. Human-ruling wording stays verbatim (whyskill epistemics). - Report the findings and the proposed edits; apply an edit only with the user's go — reflection proposes, the user disposes.
Rules
- Reviewers cite the transcript; a finding without a citation is dropped.
- The panel never edits skills itself — proposals go to the user and then
to
skillifyfor execution. - Never edit a skill inside the installed plugin cache. Before the user
approves an edit, show its destination — the repo's
skills/<name>/for a shipped skill, or the user's.claude/skills/<name>/copy — and after approval edit that destination in place. Reflection never opens a PR or pushes. - Findings about the user's own choices are reported as observations, not corrections.
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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.

