think
Skill63 starsChanged 13 days agoMITView on GitHub
ADI-cycle structured reasoning (Abduction-Deduction-Induction-Audit-Decide). Use for complex decisions when multiple hypotheses need to be considered.
31 other projects use a version of this, 1 of them edited.
Adopted by
Most recently taken up by
- romeohc/afkittheir own version, first seen Nov 15, 2026
- ronniepinnell/caspertheir own version, first seen Nov 8, 2026
- hurleywgly/skillstheir own version, first seen Nov 8, 2026
- seankoji-com/.agentstheir own version, first seen Nov 8, 2026
- iwesys/IWEedited, first seen Nov 1, 2026
- therealtinhtute/mono-harnesstheir own version, first seen Nov 1, 2026
Used with
Projects with it also use hunt, read 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.
ninehillsSkillhunt
Finds root cause before applying fixes for errors, crashes, regressions, failing tests, broken behavior, and screenshot-reported defects. Use when users report in any language errors, crashes, broken behavior, regressions, failing tests, screenshot evidence, or something that used to work and now fails. Not for code review or new features.
Also in 5 projects that use this
MicrosoftSkillread
Read pages from a document. Returns MinerU markdown (preferred) or PyPDF text, with optional page screenshots and sub-image fetching. When markdown is available, a figure_images_meta catalog is included — use the figures parameter to fetch specific sub-image pixels. Triggers include "read page 5", "what does page 12 say", "show me the chart on page 3", "extract pages 3-5".
Also in 6 projects that use this
DockerSkillwrite
Write or edit reader-facing technical prose for immediate comprehension. Use for documentation, PR titles and descriptions, release notes, design documents, user-facing explanations, and substantive comments. Also use when asked to make writing clearer, more natural, less AI-generated, or easier to read. For documentation fixes, handles edits, formatting, self-review, and commits after research identifies what to change. Do not use for code-only tasks with no prose deliverable.
Also in 7 projects that use this
genomewalkerSkillhealth
Soul system health check with remediation
Also in 5 projects that use this
kt057Skillcheck
lint, typecheck, test を一括実行して結果をサマリーする
Also in 6 projects that use this
genomewalkerSkilllearn
Learn from web sources, generate SKILL.md, and store key patterns in soul memory. Trigger keywords: learn, skill-gen, web-learn, documentation, tutorial.
Also in 7 projects that use this
Other versions31 projects use a version of this.
Word for word · 0
None found.
Edited · 1
- iwesys/IWE★ 011% same
Wrote their own version · 30
- AgriciDaniel/claude-obsidian★ 16ksame name
- tw93/Waza★ 7.6ksame name
- tw93/claude-health★ 7.5ksame name
- ninehills/skills★ 280same name
- garagon/nanostack★ 206same name
- jonathanmalkin/jules★ 65same name
- myclaude-sh/myclaude-creator-engine★ 25same name
- ironyjk/strategy-frameworks★ 14same name
- therealtinhtute/mono-harness★ 5same name
- ByronFinn/dev-skills★ 4same name
20 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 repository53 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- agent-faultSkill
- apply-capturesSkill
- archgateSkill
- artifactorSkill
- audit-docsSkill
- audit-installationSkill
- author-modeSkill
- bottleneck-pickSkill
- check-secretSkill
- consentSkill
- day-closeSkill
- day-openSkill
- decomposeSkill
- diagnoseSkill
- discovery-sessionSkill
- extendSkill
- fpfSkill
- integration-gateSkill
- iwe-bug-reportSkill
- iwe-platform-redteamSkill
- iwe-restoreSkill
- iwe-rules-reviewSkill
- iwe-updateSkill
- keSkill
- kimi-peer-writerSkill
- local-llmSkill
- mentor-participant-briefSkill
- month-closeSkill
- onboardingSkill
- org-devSkill
- pack-creatorSkill
- pack-newSkill
- peer-conversationSkill
- personal-guide-renderSkill
- personal-guide-startSkill
- platform-bottleneckSkill
- repo-newSkill
- restore-exocortexSkill
- run-protocolSkill
- setup-wakatimeSkill
- skill-creatorSkill
- strategy-sessionSkill
- skill-id # kebab-case, уникален в skills-catalog.yamlSkill
- transcribeSkill
- vdvSkill
- verify-hypothesesSkill
- verifySkill
- week-close-pilotSkill
- week-closeSkill
- wp-newSkill
- w-reflectionSkill
The file
Files
ADI-цикл рассуждения
FPF B.5 (ADI). Доверие к данным: F-G-R (B.3) — факт/предположение/слух. Сравнение вариантов: A.19 — одинаковые критерии для всех.
Задача: $ARGUMENTS
1. Abduction (генерация гипотез)
Сгенерируй 2-3 различных гипотезы решения. НЕ останавливайся на первой идее!
2. Deduction (проверка логики)
Для каждой гипотезы:
- Проверь внутреннюю непротиворечивость
- Проверь соответствие ограничениям
- Выяви потенциальные проблемы
3. Induction (сбор evidence)
- Найди подтверждения/опровержения в коде
- Проверь документацию
- Поищи аналогичные паттерны в репозитории
4. Audit (проверка на bias)
- Не подвержен ли я якорению на первой гипотезе?
- Не игнорирую ли контр-evidence?
- Достаточно ли разнообразны гипотезы?
5. Decide (выбор и обоснование)
- Выбери лучшую гипотезу
- Задокументируй rationale выбора
- Укажи uncertainty и риски
Результат: структурированный анализ с финальной рекомендацией.
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