reflect
Skill41k starsChanged 5 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.
172 other projects use a version of this.
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- Yeachan-Heo/oh-my-claude-sisyphusword for word, first seen Nov 8, 2026
- Loner1024/skillstheir own version, first seen Nov 8, 2026
- caidanw/skillstheir own version, first seen Nov 8, 2026
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Who's talking about Yeachan-Heo/oh-my-claudecode
- Prism Labs“Oh My Claude Code: Multi-Agent Orchestration with Zero Learning Curve”YouTube · Mar 25, 2026 · 6.6k views
- Ultrathink Engineer by Sigrid Jin“Interview with Bellman: The Harness Engineer of oh-my-codex and oh-my-claudecode”YouTube · Mar 5, 2026 · 4k views
- Prism Labs“32 Agents, 6 Modes, Zero Learning Curve 🤖 Oh My Claude Code #Shorts”YouTube · Mar 25, 2026 · 3.6k views
- Gourcer“Yeachan-Heo/oh-my-claudecode - Gource visualisation”YouTube · Mar 27, 2026 · 2.8k views
- Repocast | GitHub 일일 브리핑“클로드 코딩 전문가 되기? oh-my-claudecode가 답이다!”YouTube · Mar 26, 2026 · 1.3k views
The biggest 5 of 84 mentions linking to the repository that our crawl found. Each line is their own headline.
See all 84
Talked about on GitHub, YouTube, Bluesky and the web (84 times).
On GitHub · 50
- May 4, 2026Upgrade skill frontmatter for declarative composition (pipelines, handoffs, model hints) — TechNickAI/ai-coding-config2 reactions · 2 comments
- May 4, 2026Add verify-deliverables SubagentStop hook to harden subagent completion claims — TechNickAI/ai-coding-config2 reactions · 2 comments
- May 5, 2026[redesign-research] oh-my-claudecode first-pass survey (cycle 75 dispatch — companion to oh-my-codex per #2774) — EvaLok/schema-org-json-ld1 reaction · 3 comments
- Mar 8, 2026feat: Add OMC (oh-my-claudecode) and OMX (oh-my-codex) agent runners — junhoyeo/contrabass1 reaction · 1 comment
- Feb 6, 2026fix(ai-dev): use Claude Code plugin system for oh-my-claudecode — danstis/coder-templates1 reaction
45 more on GitHub
- Nov 4, 2026Review and adopt oh-my-claudecode patterns — cbartens/bkit0 reactions
- Nov 3, 2026claude-code-marketplaces.github.yeachan-heo.oh-my-claudecode: 5.7.30 → 5.7.31 — sudosubin/agents.nix0 reactions
- Nov 3, 2026claude-code-plugins.github.yeachan-heo.oh-my-claudecode: 5.7.30 → 5.7.31 — sudosubin/agents.nix0 reactions
- Nov 3, 2026agent-skills.github.yeachan-heo.oh-my-claudecode: 5.7.30 → 5.7.31 — sudosubin/agents.nix0 reactions
- Nov 2, 2026agent-skills.github.yeachan-heo.oh-my-claudecode: 5.7.29 → 5.7.30 — sudosubin/agents.nix0 reactions
- Nov 2, 2026claude-code-marketplaces.github.yeachan-heo.oh-my-claudecode: 5.7.29 → 5.7.30 — sudosubin/agents.nix0 reactions
- Nov 2, 2026claude-code-plugins.github.yeachan-heo.oh-my-claudecode: 5.7.29 → 5.7.30 — sudosubin/agents.nix0 reactions
- Nov 1, 2026claude-code-plugins.github.yeachan-heo.oh-my-claudecode: 5.7.26 → 5.7.29 — sudosubin/agents.nix0 reactions
- Nov 1, 2026claude-code-marketplaces.github.yeachan-heo.oh-my-claudecode: 5.7.27 → 5.7.29 — sudosubin/agents.nix0 reactions
- Nov 1, 2026claude-code-marketplaces.github.yeachan-heo.oh-my-claudecode: 5.7.26 → 5.7.27 — sudosubin/agents.nix0 reactions
- Nov 1, 2026agent-skills.github.yeachan-heo.oh-my-claudecode: 5.7.25 → 5.7.29 — sudosubin/agents.nix0 reactions
- Nov 1, 2026claude-code-marketplaces.github.yeachan-heo.oh-my-claudecode: 5.7.25 → 5.7.26 — sudosubin/agents.nix0 reactions
- Nov 1, 2026claude-code-plugins.github.yeachan-heo.oh-my-claudecode: 5.7.25 → 5.7.26 — sudosubin/agents.nix0 reactions
- Nov 1, 2026agent-skills.github.yeachan-heo.oh-my-claudecode: 5.7.24 → 5.7.25 — sudosubin/agents.nix0 reactions
- Nov 1, 2026claude-code-marketplaces.github.yeachan-heo.oh-my-claudecode: 5.7.24 → 5.7.25 — sudosubin/agents.nix0 reactions
- Nov 1, 2026claude-code-plugins.github.yeachan-heo.oh-my-claudecode: 5.7.24 → 5.7.25 — sudosubin/agents.nix0 reactions
- Nov 1, 2026agent-skills.github.yeachan-heo.oh-my-claudecode: 5.7.23 → 5.7.24 — sudosubin/agents.nix0 reactions
- Oct 31, 2026claude-code-marketplaces.github.yeachan-heo.oh-my-claudecode: 5.7.23 → 5.7.24 — sudosubin/agents.nix0 reactions
- Oct 31, 2026claude-code-plugins.github.yeachan-heo.oh-my-claudecode: 5.7.23 → 5.7.24 — sudosubin/agents.nix0 reactions
- Oct 31, 2026claude-code-marketplaces.github.yeachan-heo.oh-my-claudecode: 5.7.22 → 5.7.23 — sudosubin/agents.nix0 reactions
- Oct 31, 2026claude-code-plugins.github.yeachan-heo.oh-my-claudecode: 5.7.22 → 5.7.23 — sudosubin/agents.nix0 reactions
- Oct 31, 2026agent-skills.github.yeachan-heo.oh-my-claudecode: 5.7.22 → 5.7.23 — sudosubin/agents.nix0 reactions
- Oct 30, 2026claude-code-plugins.github.yeachan-heo.oh-my-claudecode: 5.7.21 → 5.7.22 — sudosubin/agents.nix0 reactions
- Oct 30, 2026agent-skills.github.yeachan-heo.oh-my-claudecode: 5.7.21 → 5.7.22 — sudosubin/agents.nix0 reactions
- Oct 30, 2026claude-code-marketplaces.github.yeachan-heo.oh-my-claudecode: 5.7.21 → 5.7.22 — sudosubin/agents.nix0 reactions
- Oct 30, 2026agent-skills.github.yeachan-heo.oh-my-claudecode: 5.7.20 → 5.7.21 — sudosubin/agents.nix0 reactions
- Oct 30, 2026claude-code-marketplaces.github.yeachan-heo.oh-my-claudecode: 5.7.20 → 5.7.21 — sudosubin/agents.nix0 reactions
- Oct 30, 2026claude-code-plugins.github.yeachan-heo.oh-my-claudecode: 5.7.20 → 5.7.21 — sudosubin/agents.nix0 reactions
- Oct 29, 2026claude-code-plugins.github.yeachan-heo.oh-my-claudecode: 5.7.19 → 5.7.20 — sudosubin/agents.nix0 reactions
- Oct 29, 2026claude-code-marketplaces.github.yeachan-heo.oh-my-claudecode: 5.7.19 → 5.7.20 — sudosubin/agents.nix0 reactions
- Oct 29, 2026agent-skills.github.yeachan-heo.oh-my-claudecode: 5.7.19 → 5.7.20 — sudosubin/agents.nix0 reactions
- Oct 27, 2026agent-skills.github.yeachan-heo.oh-my-claudecode: 5.7.18 → 5.7.19 — sudosubin/agents.nix0 reactions
- Oct 27, 2026claude-code-plugins.github.yeachan-heo.oh-my-claudecode: 5.7.18 → 5.7.19 — sudosubin/agents.nix0 reactions
- Oct 27, 2026claude-code-marketplaces.github.yeachan-heo.oh-my-claudecode: 5.7.18 → 5.7.19 — sudosubin/agents.nix0 reactions
- Oct 27, 2026agent-skills.github.yeachan-heo.oh-my-claudecode: 5.7.17 → 5.7.18 — sudosubin/agents.nix0 reactions
- Oct 27, 2026claude-code-plugins.github.yeachan-heo.oh-my-claudecode: 5.7.17 → 5.7.18 — sudosubin/agents.nix0 reactions
- Oct 27, 2026claude-code-marketplaces.github.yeachan-heo.oh-my-claudecode: 5.7.17 → 5.7.18 — sudosubin/agents.nix0 reactions
- Oct 26, 2026agent-skills.github.yeachan-heo.oh-my-claudecode: 5.7.16 → 5.7.17 — sudosubin/agents.nix0 reactions
- Oct 26, 2026claude-code-plugins.github.yeachan-heo.oh-my-claudecode: 5.7.16 → 5.7.17 — sudosubin/agents.nix0 reactions
- Oct 26, 2026claude-code-marketplaces.github.yeachan-heo.oh-my-claudecode: 5.7.16 → 5.7.17 — sudosubin/agents.nix0 reactions
- Oct 26, 2026agent-skills.github.yeachan-heo.oh-my-claudecode: 5.7.15 → 5.7.16 — sudosubin/agents.nix0 reactions
- Oct 16, 2026Telemetry for Claude Code marketplace plugin installs via plugin hooks — aws-solutions/konductor0 reactions
- Oct 14, 2026Server-side if-shell fails with invalid inherited stdin after send-keys C-c (3.4.0 / OMC shutdown) — psmux/psmux0 reactions · 1 comment
- Oct 4, 2026copycat: deletion-first cleanup stage in /etp — lucasmccomb/ccgm0 reactions
- Oct 4, 2026copycat: off/shadow/active rollout for autoheal and dreaming decisions — lucasmccomb/ccgm0 reactions
On YouTube · 20
- Mar 25, 2026Oh My Claude Code: Multi-Agent Orchestration with Zero Learning Curve — Prism Labs6.6k views · 1 comment
- Mar 5, 2026Interview with Bellman: The Harness Engineer of oh-my-codex and oh-my-claudecode — Ultrathink Engineer by Sigrid Jin4k views · 5 comments
- Mar 25, 202632 Agents, 6 Modes, Zero Learning Curve 🤖 Oh My Claude Code #Shorts — Prism Labs3.6k views
- Mar 27, 2026Yeachan-Heo/oh-my-claudecode - Gource visualisation — Gourcer2.8k views · 3 comments
- Mar 26, 2026클로드 코딩 전문가 되기? oh-my-claudecode가 답이다! — Repocast | GitHub 일일 브리핑1.3k views · 1 comment
15 more on YouTube
- May 4, 2026oh-my-claudecode: Multi-Agent Orchestration for Claude Code — VibeDev1.1k views
- Mar 27, 202613K+ Stars • Automation | oh-my-claudecode — Multi-agent Orchestration for Claude Code #shorts — Neural-Nexus939 views
- Mar 28, 2026코드가 마법처럼 변신하는 비결?! oh-my-claudecode #GitHubTrending — Chloe Park405 views
- Oct 16, 2026I Let 8 Claude Agents Build an API (133 Tests Passed) — WifiCoding275 views
- Sep 14, 2026Introducing Oh-My-Claudecode! — Dann Paker AI240 views
- Jul 2, 2026Oh My ClaudeCode: Turn One Request Into A Verified Agent Team — BACKFIRED X205 views · 1 comment
- May 21, 2026Orquestre times de IA com oh-my-claudecode — em Claude Code, Codex e Gemini #AI #Shorts — RepoShots196 views · 1 comment
- Nov 2, 2026oh-my-claudecode - Teams-first Multi-agent Orchestration for Claude Code — RepoBytes | Find It. Understand It. Build With It.95 views
- Oct 11, 2026أداة oh-my-claudecode: أتمتة كود كلاود بذكاء #Shorts — Manea Alblooshi72 views
- Jul 25, 2026TypeScript開発者向け|Claude Codeにチーム開発を追加するoh-my-claudecodeの使い方 — さつきのOSS研究室71 views · 1 comment
- May 27, 2026GitHub - Yeachan-Heo/oh-my-claudecode: Teams-first Multi-agent orchestration for Claude Code — GitHub Daily Trend AI Podcast35 views
- Mar 29, 2026Oh-My-ClaudeCode: 나만의 AI 개발팀 — Decoded AI35 views
- Oct 6, 2026💡 [Open Source Alternative to Paid Tools] oh-my-claudecode: The Free Tool Taking Over GitHub! #shor — githubrepo_cloud25 views
- Aug 13, 2026빌드팀 추천 GitHub 리포 EP.97 — oh-my-claudecode — 세균무기 germweapon7 views
- Nov 4, 2026Coding Agent CLI · 5-5 플러그인: oh-my-claudecode와 oh-my-codex, 에이전트는 그대로 일하는 방식을 설치 — PhD_Gil2 views
On Bluesky · 10
- Apr 6, 2026oh-my-claudecode : orchestration multi-agents pour Claude Code, pensée pour des équipes de workers (Codex, Gemini, Claude) qui tournent en… — @camilleroux.com8 likes and reposts · 1 reply
- Mar 31, 2026💎 Hidden Gem! 💎 (1000+ new stars) 📦 Yeachan-Heo / oh-my-claudecode ⭐ 17,120 (+1,785) 🗒 TypeScript Teams-first Multi-agent orchestration… — @github-trending-js.bsky.social2 likes and reposts · 1 reply
- Mar 27, 2026🎉 Celebrating! 🎉 (500+ new stars) 📦 Yeachan-Heo / oh-my-claudecode ⭐ 11,966 (+576) 🗒 TypeScript Teams-first Multi-agent orchestration… — @github-trending.bsky.social2 likes and reposts · 1 reply
- Oct 10, 2026📦 Yeachan-Heo / oh-my-claudecode ⭐ 39,757 (+44) 🗒 TypeScript Teams-first Multi-agent orchestration for Claude Code — @github-trending-js.bsky.social1 likes and repost
- Apr 1, 2026Claude Code使いなら「oh-my-claudecode」は絶対に入れるべき。 複数エージェントをスタックしてタスク実行できる仕組みが神すぎる。特に`/team`コマンドで「プラン→実行→検証→修正」のパイプラインを自動化できるのは、手動作業の次元が違う。… — @woody-ai-tools.bsky.social1 likes and repost
5 more on Bluesky
- Mar 29, 2026今日のGitHubトレンド Yeachan-Heo/oh-my-claudecode Claude Code向けのマルチエージェントオーケストレーションツールです。 Claude Code自体の学習は不要で、簡単に利用できます。… — @dailygithubtrends.bsky.social1 likes and repost
- Mar 28, 2026github.com/Yeachan-Heo/oh-... GitHub - Yeachan-Heo/oh-my-claudecode: Teams-first Multi-agent orchestration for Claude Code — @technews4869.bsky.social1 likes and repost
- Mar 27, 2026oh-my-claudecodeはClaude Code向けのチーム重視型マルチエージェントオーケストレーションツールらしい 複雑なコーディング作業を自動化したい開発者には便利そうかな yug1224 starred Yeachan-Heo/oh-my-claudecode… — @yug1224.com1 likes and repost
- Mar 30, 2026💎 Hidden Gem! 💎 (1000+ new stars) 📦 Yeachan-Heo / oh-my-claudecode ⭐ 16,968 (+1,785) 🗒 TypeScript Teams-first Multi-agent orchestration… — @github-trending.bsky.social0 likes and reposts · 1 reply
- Mar 26, 2026🎉 Celebrating! 🎉 (500+ new stars) 📦 Yeachan-Heo / oh-my-claudecode ⭐ 11,966 (+576) 🗒 TypeScript Teams-first Multi-agent orchestration… — @github-trending-js.bsky.social0 likes and reposts · 1 reply
On the web · 4
- May 20, 2026Yeachan-Heo/oh-my-claudecode v4.14.1 on GitHub — newreleases.io
- Apr 16, 2026Yeachan-Heo/oh-my-claudecode v4.12.0 on GitHub — newreleases.io
- Mar 15, 2026Yeachan-Heo/oh-my-claudecode v4.8.2 on GitHub — newreleases.io
- Feb 5, 2026Yeachan-Heo/oh-my-claudecode v4.0.2 on GitHub — newreleases.io
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.
Also in 14 projects that use this
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.
Also in 24 projects that use this
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 · 1
- Yeachan-Heo/oh-my-claude-sisyphus★ 41k100% same
Edited · 0
None found.
Wrote their own version · 171
- 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
- akitaonrails/my-skills★ 283same name
- Azure/fleet★ 227same name
161 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
- commandsSkill
- agent-doc-disciplineSkill
- ai-slop-cleanerSkill
- architectSkill
- architecture-surveySkill
- arenaSkill
- ask-navigatorSkill
- askSkill
- autopilotSkill
- autoresearchSkill
- babysitSkill
- benchmark-checklistSkill
- blast-radiusSkill
- broSkill
- cancelSkill
- configure-notificationsSkill
- correctSkill
- create-formal-verification-skillSkill
- create-verification-skillSkill
- debugSkill
- deepinitSkill
- deep-interviewSkill
- diagramSkill
- drydockSkill
- executeSkill
- external-contextSkill
- figure-it-outSkill
- fix-ciSkill
- fix-merge-conflictsSkill
- get-pr-commentsSkill
- graphSkill
- harborSkill
- hillclimbSkill
- howSkill
- hudSkill
- intentSkill
- interrogateSkill
- in-your-own-wordsSkill
- ketchupSkill
- ketchup-videoSkill
- launchSkill
- loftSkill
- maintain-formal-verification-skillSkill
- maintain-verification-skillSkill
- mapSkill
- minimal-code-disciplineSkill
- minimal-prose-disciplineSkill
- modelsSkill
- omc-doctorSkill
- omc-setupSkill
- personal-modeSkill
- omc-planSkill
- principlesSkill
- 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 162 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 162 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.
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.

