clawperator-skill-author-by-agent-discovery

Bounded discovery routes no-match host requests by running a limited discovery pass to determine a single, truthful next step. It checks installed skills first and outputs exactly one recommended action.

Bounded discovery limits snapshots, screenshots, and wall time to keep latency predictable while evaluating unmatched requests. It produces a single structured discovery artifact with one recommended next step.

Invoke the bounded discovery flow to produce a single JSON discovery artifact. This artifact records the evaluated outcome and recommends whether to record, escalate, decline, or hand off the request.

Bounded discovery enforces discovery budget limits by constraining snapshots, screenshots, and wall time. This ensures predictable latency and a single auditable outcome for every no-match request.

Use bounded discovery when no installed runtime skill matches and you need a truthful next step. It only routes to recording when appropriate, first checking existing skills and enforcing a single discovery pass.

Bounded discovery outputs exactly one recommended next step to ensure predictable and auditable outcomes. This one-shot decision prevents ambiguous routing and emits a single structured discovery artifact.