goal-ambiguity-gate

goal-ambiguity-gate is a Discovery & requirements clarification skill for AI agents, published by Tibsfox in the gsd-skill-creator repository on GitHub. Skillspace rates goal-ambiguity-gate C (72/100) and it passed the safety scan; the rating is based on static analysis only.

Use the moment a request is underspecified and you are about to act on an ASSUMED goal. Enumerate the candidate goals the request could mean, project the action or artifact each one implies, and check whether they diverge: if two or more plausible goals lead to materially different actions or artifacts, ask exactly ONE targeted clarifying question; otherwise proceed on the most-likely goal and state the assumption in one line. Clarification is an evidence-producing action, not a delay — but one question, never an interrogation. Distinct from gsd-spec-phase (GSD-phase-bound, emits a heavy SPEC.md) and intent-router (fetch strategy, not goal disambiguation). Backed by agent goal-state inference (arxiv 2606.16813v1). Triggers on acting under an assumed goal when the request admits more than one materially different reading.

Grade

C

Quality

72 / 100

Safety

Passed

GitHub stars

69

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

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