Uncertainty assessment before implementation — identify what you know, what you're guessing, and what to verify
原文の言語: 英語
メニュー
SkillsMP は AndrewSmigaj/OpenLLMRI から 20 件の skill を収集しています。skill を開くとソースと詳細を確認できます。
収集済み skill 20 件中 20 件を表示しています。
Uncertainty assessment before implementation — identify what you know, what you're guessing, and what to verify
原文の言語: 英語
Generate 2-3 genuinely different approaches to a problem and compare them
原文の言語: 英語
Challenge a design or approach — find real weaknesses, not performative objections
原文の言語: 英語
Does the design follow established software engineering principles? Separation of concerns, coupling, error handling, API design.
原文の言語: 英語
Do all the parts agree with each other? Cross-document and internal consistency.
原文の言語: 英語
Can phases ship independently with value? Are boundaries at natural integration points?
原文の言語: 英語
Does the implementation match the design? What was built, dropped, or changed?
原文の言語: 英語
What's locked in by this design vs. what stays flexible? Cost of being wrong about the future?
原文の言語: 英語
Are the boundaries between components clean, minimal, and well-defined?
原文の言語: 英語
Could a newcomer (developer or new Claude conversation) understand this and implement from it?
原文の言語: 英語
Failure mode analysis — what breaks, how do you detect it, what's the blast radius, how do you recover?
原文の言語: 英語
Is everything earning its complexity? Sunk cost and simplicity check.
原文の言語: 英語
Walk a concrete scenario end-to-end through the architecture — find gaps and friction
原文の言語: 英語
Fan-out all review skills via parallel agents, then synthesize findings into one report
原文の言語: 英語
Analyze a saved clustering schema — read data, reason about patterns, write reports
原文の言語: 英語
Start, stop, and check status of backend and frontend servers
原文の言語: 英語
Run temporal basin captures — single runs, paired batches, and verification
原文の言語: 英語
Categorize generated outputs for a probe session along output axes
原文の言語: 英語
Check analysis pipeline state for an experiment and suggest next step
原文の言語: 英語
Design a new probe experiment — interactive co-design of sentence set and probe guide
原文の言語: 英語