principle-experience-first
Skill0 starsChanged 6 days agoMITView on GitHub
機能の範囲・使い勝手・出力の形で迷ったとき、実装の都合と利用者が得る結果がぶつかったときに適用する。粗いものを多く出すより、磨いたものを少なく出す。
50 other projects use a version of this.
Adopted by
Most recently taken up by
- 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
- mdsmithaustin/pstacktheir own version, first seen Nov 15, 2026
- paramcodes/skillstheir own version, first seen Nov 8, 2026
- tristanphvn/keeltheir own version, first seen Nov 8, 2026
Used with
Projects with it also use principle-explain-the-number, setup-pstack and 9 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.
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 30 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 25 projects that use this
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
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
tristanphvnSkillketchup-video
Catch the user up like /keel:ketchup, with a short silent video of slides for what happened and the waiting calls as text under it. Use for /keel:ketchup-video.
Also in 11 projects that use this
drafaelSkillin-your-own-words
Restate the user's goals and the problem they are trying to solve to check understanding. Manual invocation only; use when the user explicitly invokes in-your-own-words or requests this understanding check. Do not solve the task or rewrite the assistant's last answer.
Also in 20 projects that use this
Other versions50 projects use a version of this.
Word for word · 0
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Wrote their own version · 50
- backnotprop/pstack★ 3.8ksame name
- jtaroreh/agystack★ 128same name
- uzairansaruzi/p3-stack★ 126same name
- dsebban/skills★ 71same name
- TheOnlyFusionCube/potetos-for-everyone★ 21same name
- creedants/pstack-t3★ 18same name
- painhardcore/pstack★ 18same name
- Scino/fstack★ 18same name
- mariusflorescu/pstack-t3★ 13same name
- adjohn/pstack★ 9same name
40 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-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
- principle-sequence-verifiable-unitsSkill
- principle-single-user-machineSkill
- principle-subtract-before-you-addSkill
- principle-test-behavior-not-implementationSkill
- principle-two-human-rolesSkill
- reflectSkill
- unknownsSkill
The file
Files
利用者の目的と利用結果から考える
実装の都合と利用者が得る結果がぶつかったら、利用者の結果を選ぶ。粗いものを多く出すより、磨いたものを少なく出す。
なぜ: 利用者が受け取るのは実装でなく結果。作る側に都合のよい形は作る費用を下げるが、その差は使うたびに利用者が払う。
適用する場面:
- 機能・選択肢・設定を足すか決めるとき。
- 解析の出力・レポート・CLI の表示・文書の構成を決めるとき。
- 作りやすさを理由に、利用者に手作業(変換・読み替え・再実行)を残そうとしたとき。
やること:
- 利用者を特定する。画面なら使う人、ライブラリや内部の API なら
importする同僚、文書なら読む人。次にコードを保守する人も利用者。影響は、その人の立場で説明する。 - 機能・選択肢の 1 つ 1 つに理由を求める。中心の流れに役立たないものは入れない。
- 本番のコードの前に、使い捨ての形(ノートブック・小さなスクリプト・下書き)で試す。細部(表示の揃え、エラーのときの表示と次の手、出力の単位)まで詰める。
使わないとき: 何から作るかという作業の順番の判断。それは principle-foundational-thinking が決め、この原則は目標を決める。
確かめる例: 成果物に、理由の無い選択肢や設定が無い。報告が「利用者は何ができるようになったか」から書かれている。
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