Uncertainty assessment before implementation — identify what you know, what you're guessing, and what to verify
원문 언어: 영어
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SkillsMP는 AndrewSmigaj/OpenLLMRI에서 20개의 skill을 수집했습니다. skill을 열어 소스와 세부 정보를 확인하세요.
수집된 skill 20개 중 20개를 표시합니다.
Uncertainty assessment before implementation — identify what you know, what you're guessing, and what to verify
원문 언어: 영어
Generate 2-3 genuinely different approaches to a problem and compare them
원문 언어: 영어
Challenge a design or approach — find real weaknesses, not performative objections
원문 언어: 영어
Does the design follow established software engineering principles? Separation of concerns, coupling, error handling, API design.
원문 언어: 영어
Do all the parts agree with each other? Cross-document and internal consistency.
원문 언어: 영어
Can phases ship independently with value? Are boundaries at natural integration points?
원문 언어: 영어
Does the implementation match the design? What was built, dropped, or changed?
원문 언어: 영어
What's locked in by this design vs. what stays flexible? Cost of being wrong about the future?
원문 언어: 영어
Are the boundaries between components clean, minimal, and well-defined?
원문 언어: 영어
Could a newcomer (developer or new Claude conversation) understand this and implement from it?
원문 언어: 영어
Failure mode analysis — what breaks, how do you detect it, what's the blast radius, how do you recover?
원문 언어: 영어
Is everything earning its complexity? Sunk cost and simplicity check.
원문 언어: 영어
Walk a concrete scenario end-to-end through the architecture — find gaps and friction
원문 언어: 영어
Fan-out all review skills via parallel agents, then synthesize findings into one report
원문 언어: 영어
Analyze a saved clustering schema — read data, reason about patterns, write reports
원문 언어: 영어
Start, stop, and check status of backend and frontend servers
원문 언어: 영어
Run temporal basin captures — single runs, paired batches, and verification
원문 언어: 영어
Categorize generated outputs for a probe session along output axes
원문 언어: 영어
Check analysis pipeline state for an experiment and suggest next step
원문 언어: 영어
Design a new probe experiment — interactive co-design of sentence set and probe guide
원문 언어: 영어