AGENT SKILLS · ミッション装備
実際に使われている Agent Skills
公開リポジトリの検証済み Skills を比較し、機能、内容、導入状況、出典を確認してから追加できます。
- 掲載範囲
- 検証済み
- Skills
- 22,002
- リポジトリ
- 3343
- 最終同期
- 2026/10/24
tjboudreauxthinking-jobs-to-be-done
Deciding what to build or why adoption fails. Recover the progress users hire a solution for under a circumstance, then rank by outcome and competing workarounds.
- 導入数
- 1
- GitHub Stars
- 1662
- 更新日
- 8月7日
tjboudreauxthinking-kepner-tregoe
Use when a selective defect needs IS/IS-NOT difference analysis or a consequential option choice needs must/want weighting and adverse-consequence comparison.
- 導入数
- 1
- GitHub Stars
- 1662
- 更新日
- 8月7日
tjboudreauxthinking-lindy-effect
Use when longevity of a non-perishable option matters. Treat survival duration as a remaining-life prior, then check domain drift before favoring the proven.
- 導入数
- 1
- GitHub Stars
- 1662
- 更新日
- 8月7日
tjboudreauxthinking-map-territory
When a claim, doc, test, metric, or assumption conflicts with observed behavior, stop theorizing from the map and verify the live code or data; let territory overrule.
- 導入数
- 1
- GitHub Stars
- 1662
- 更新日
- 8月7日
tjboudreauxthinking-margin-of-safety
When provisioning, setting a limit, or committing an estimate under uncertainty, size a buffer to residual error and the cost of breach—not to the optimistic edge.
- 導入数
- 1
- GitHub Stars
- 1662
- 更新日
- 8月7日
tjboudreauxthinking-model-combination
When one mental model leaves a material blind spot on a multi-domain or high-stakes problem, sequence complementary models with named roles and a conflict rule.
- 導入数
- 1
- GitHub Stars
- 1662
- 更新日
- 8月7日
tjboudreauxthinking-model-router
When unsure which thinking skill fits, map domain and problem type, then return NONE or one primary skill by default (at most three complementary).
- 導入数
- 1
- GitHub Stars
- 1662
- 更新日
- 8月7日
tjboudreauxthinking-ooda
Use under time pressure when the situation is still changing and you must act before certainty — cycle Observe→Orient→Decide→Act on ~70% confidence, then re-observe.
- 導入数
- 1
- GitHub Stars
- 1662
- 更新日
- 8月7日
tjboudreauxthinking-opportunity-cost
Before committing scarce time, people, or money, name the best forgone use of those resources and the value delta of the chosen path versus that alternative.
- 導入数
- 1
- GitHub Stars
- 1662
- 更新日
- 8月7日
tjboudreauxthinking-probabilistic
Use when forecasting, estimating, or sizing risk — anchor on base rates, give ranges, update prior→likelihood→posterior on evidence, and factor unmeasured quantities into order-of-magnitude bounds.
- 導入数
- 1
- GitHub Stars
- 1662
- 更新日
- 8月7日
tjboudreauxthinking-red-team
For authorized security review of code, auth, or APIs you control, model the attacker, map the attack surface, and report only findings with a reproducible exploit path and verified mitigation.
- 導入数
- 1
- GitHub Stars
- 1662
- 更新日
- 8月7日
tjboudreauxthinking-reversibility
Before heavy deliberation, classify the decision as cheap or costly to undo; decide two-way doors fast and stage one-way doors to preserve options.
- 導入数
- 1
- GitHub Stars
- 1662
- 更新日
- 8月7日
tjboudreauxthinking-scientific-method
When a symptom has several plausible causes, rank falsifiable hypotheses and run the cheapest discriminating observation first; prefer least-assumptive survivors only after evidence fit.
- 導入数
- 1
- GitHub Stars
- 1662
- 更新日
- 8月7日
tjboudreauxthinking-second-order
When a change has effects past the immediate fix—incentives, scale, feedback—trace consequence chains with timing and probability before committing.
- 導入数
- 1
- GitHub Stars
- 1662
- 更新日
- 8月7日
tjboudreauxthinking-socratic
When a request is vague, assumption-laden, or "obvious," ask the few load-bearing questions that expose hidden requirements before building or committing.
- 導入数
- 1
- GitHub Stars
- 1662
- 更新日
- 8月7日
tjboudreauxthinking-steel-manning
Before rejecting a proposal or reflexively agreeing, build the strongest faithful opposing case, state agreement conditions, then update or reaffirm.
- 導入数
- 1
- GitHub Stars
- 1662
- 更新日
- 8月7日
tjboudreauxthinking-theory-of-constraints
When throughput or latency is pipeline-limited, identify the single binding constraint and exploit, subordinate, elevate, then recheck—ignore non-constraints.
- 導入数
- 1
- GitHub Stars
- 1662
- 更新日
- 8月7日
tjboudreauxthinking-thought-experiment
When a real test is too rare, large, or irreversible, run a controlled counterfactual: isolate one variable, fix conditions, trace the mechanistic chain, and bound what the result implies.
- 導入数
- 1
- GitHub Stars
- 1662
- 更新日
- 8月7日
tjboudreauxthinking-via-negativa
Use when the reflex is to add a feature, layer, or process. Prefer removing harmful or nonessential elements first, with an irreversibility guard before deletion.
- 導入数
- 1
- GitHub Stars
- 1662
- 更新日
- 8月7日
lilmgeniusaim
When data lands with a thin ask — files, a repo, a paste, a chat scrollback — read it and propose what the user is trying to do with it, as a proposal to confirm rather than a question to answer. Use the moment material arrives without a fully-formed ask, or when the ask reads thinner than the data suggests.
- 導入数
- 1
- GitHub Stars
- 1300
- 更新日
- 10月20日
lilmgeniusdetool
Make durable artifacts portable by replacing incidental stack, vendor, model, CLI, path, quota, or harness nouns with the mechanism they mean, while keeping provenance, runbooks, and tool-subject claims concrete.
- 導入数
- 1
- GitHub Stars
- 1300
- 更新日
- 10月20日
lilmgeniusfeynman
Press a decision you just made until you can explain it to a skeptic in your own words, or surface the gap where you can't. The Feynman test aimed at a choice: understanding is cheapest to fake the moment after you decide, so a fresh critic presses for what you can't actually explain. Use right after picking an option, especially one an agent laid out without arguing for.
- 導入数
- 1
- GitHub Stars
- 1300
- 更新日
- 10月20日
lilmgeniushate
Attack a plan, design, or argument like you want it to fail before you commit real effort — return the single load-bearing objection and the cheapest experiment that would prove it matters, not a checklist. User-invoked on purpose: a hate-it reflex always in the agent's reach would bias it toward demolition. Weighs many failure axes but owns the synthesis to one root.
- 導入数
- 1
- GitHub Stars
- 1300
- 更新日
- 10月20日
lilmgeniusmacrothink
User-invoked read-only pass for checking whether the current direction is tunnel-visioned: strip the session's bait, fan out 2 to 5 same-model fresh reads, and report divergence first without treating convergence as proof.
- 導入数
- 1
- GitHub Stars
- 1300
- 更新日
- 10月20日