clarify

clarify is a Discovery & requirements clarification skill for AI agents, published by ryanthedev in the oberskills repository on GitHub. Skillspace rates clarify D (55/100) and it passed the safety scan; the rating is based on static analysis only.

Decomposes user intent through structured brainstorming before acting on ambiguous or underspecified requests — classifies the ambiguity type, generates competing interpretations, and selects the clarifying question that removes the most uncertainty. Use when requirements are unclear, a request could have multiple valid interpretations, critical details or constraints are missing, or the request contains contradictions. Most requests need no clarification — invoke only when a concrete ambiguity would change the approach. Not for: mechanical or well-specified tasks (renames, typo fixes, version bumps, running tests or commands, any edit with an explicit file and target), details you can determine yourself from the codebase, or full research or planning workflows that own their own scoping.

Grade

D

Quality

55 / 100

Safety

Passed

GitHub stars

57

Unproven: rated by static analysis only, not yet compared head-to-head.

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