reflect
Skill0 starsChanged 6 days agoMITView on GitHub
仕事の区切りで、この会話と作業の記録から繰り返し効く学びを取り出し、どこにどう残すかを決めるときに使う。「振り返って」「reflect」「学びを残して」と頼まれたとき、または同じ訂正を 2 回受けたとき。1 回きりの出来事は学びにしない。
179 other projects use a version of this.
Adopted by
Most recently taken up by
- 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
- feytox/skillstheir own version, first seen Nov 15, 2026
- mdsmithaustin/pstacktheir own version, first seen Nov 15, 2026
Used with
Projects with it also use poteto-help, setup-pstack and 7 more.
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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
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eryzerzSkillmake-bot-ui
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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.
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jaydubya818Skillautomate-me
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jaydubya818Skillpoteto-mode
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Also in 27 projects that use this
- +3 more from jaydubya818
Other versions179 projects use a version of this.
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Wrote their own version · 179
- 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
169 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 repository39 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- verify-parallelSkill
- bb-writSkill
- correctSkill
- create-formal-verification-skillSkill
- create-property-test-skillSkill
- create-verification-skillSkill
- delegateSkill
- interrogateSkill
- playbook-bugSkill
- playbook-deliverSkill
- playbook-docs-skillSkill
- playbook-evalSkill
- playbook-featureSkill
- playbook-investigationSkill
- playbook-parallelSkill
- playbook-pause-safelySkill
- playbook-session-pickupSkill
- playbook-verifySkill
- principle-attack-the-premiseSkill
- principle-encode-lessons-in-structureSkill
- principle-experience-firstSkill
- principle-fail-loudSkill
- principle-fix-root-causesSkill
- principle-foundational-thinkingSkill
- principle-laziness-protocolSkill
- principle-model-the-domainSkill
- principle-never-block-on-the-humanSkill
- principle-no-budget-cap-on-qualitySkill
- principle-no-speculative-structureSkill
- principle-prove-it-worksSkill
- principle-route-lessonsSkill
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- principle-subtract-before-you-addSkill
- principle-test-behavior-not-implementationSkill
- principle-two-human-rolesSkill
- unknownsSkill
The file
Files
reflect: 振り返り、学びを行き先へ送る
学びを取り出し、文書に書いて終わりにせず、効く形と効く場所へ送る。
1. 材料を集める
- この会話(文脈にあるもの)、作業場所の記録(
work.py statusのnote)、PR の本文とレビューのコメント、利用者からの訂正、落ちた検査とその直し方。 - 他のセッションのトランスクリプトを探して読まない(別の仕事・別のリポジトリの会話に触れる)。会話の要約を作るときは、本文の引用でなく、何が起きたかの事実で書く。トークンや個人情報を要約に入れない。
2. 2 人に独立に読ませる
要約を 1 つのファイルにし、同じ依頼を 2 人に渡す: 同じ系統の新しい文脈(Claude Code では Agent)と、別系統(delegate の launcher、読み取り専用)。別系統を使えなければ(もう一方の CLI か、その専用ログインが無い)、同じ系統の新しい文脈をもう 1 人立て、別系統の読みが無いことを返答に書く(delegate の「別系統の判断」)。依頼は「この仕事で、次の仕事でも同じ誤りや遠回りを生む原因を挙げよ。各項目に、起きた事実(どこで・何が)と、それを防ぐ最も強い手段を書け。1 回きりの出来事は挙げるな」。
3. 突き合わせて分ける
2 人の項目をまとめ、根拠を自分で確かめ(記録・差分・コマンドの結果)、次の 3 つに分ける。
- 採る: 2 回以上起きた、または起きれば被害が大きい。防ぐ手段が具体的。
- 退ける: 1 回きり、根拠が無い、すでに仕組みで防がれている。理由を 1 文で。
- 後で: 正当だが、防ぐ手段をいまの仕事の中で作れない(別のリポジトリ・別の担当の持ち物)。どこに積むかを書く。費用を理由にしない。
4. 行き先と形を決める
- 行き先は
principle-route-lessons: ワークフローそのものの学びは bb-writ(スキル・スクリプト)へ、対象のドメインの学びは対象のリポジトリへ。 - 形は
principle-encode-lessons-in-structure: 作り → 型 → lint・CI → 試験 → 手引きの文、の順に強いものを選ぶ。文を足すのは、判断が要って仕組みにできないときだけ。
5. 送る
- 対象のリポジトリへの学びは、そのリポジトリの通常の方法で変更として出す(入口
bb-writの流れ。検査を足すなら、過去の実際の誤りで落ちることを示す)。 - bb-writ への学びは、すべての今後の仕事に効くので、採る項目と変更の案(差分か、変える場所と文)を示して、利用者の承認を待つ。後で、の項目は記録に積む。
返答: 採る・退ける・後での一覧(各項目に、起きた事実、挙げた者、行き先と形)、出した変更、承認待ちの案。
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