name	inspect
description	Examine Autodialectics run results, manifests, and stored artifacts. Use after a pipeline run completes or to review past runs.

Autodialectics Inspect

Use this skill to examine completed or in-progress pipeline runs and their artifacts.

autodialectics-mcp must be on PATH (pip install autodialectics).

inspect_run(run_id) — retrieve the run manifest: status, decision, scores, timing, and artifact paths.
read_artifact(run_id, artifact_name) — read a specific artifact by filename. Common artifacts:
- contract.json — the immutable task contract
- submission.json — the original task submission
- execution_output.json — domain executor results
- verification_result.json — independent verification output
- evaluation.json — slop scores and gate decision
- pre_mortem.json — failure predictions (if pre-mortem routing was enabled)

autodialectics inspect <run_id>

Start with inspect_run to get the overview, then drill into specific artifacts with read_artifact.
When summarizing a run, always include: run ID, domain, policy ID, decision, overall score, slop composite.
If the run status is running or starting, it may still be in progress — wait and re-inspect.
Compare verification_result against evaluation to understand whether the verifier and evaluator agree.

If the user passes a run ID after /autodialectics:inspect, inspect that run and summarize the results.

name	inspect
description	Examine Autodialectics run results, manifests, and stored artifacts. Use after a pipeline run completes or to review past runs.

Use this skill to examine completed or in-progress pipeline runs and their artifacts.

autodialectics-mcp must be on PATH (pip install autodialectics).

inspect_run(run_id) — retrieve the run manifest: status, decision, scores, timing, and artifact paths.
read_artifact(run_id, artifact_name) — read a specific artifact by filename. Common artifacts:
- contract.json — the immutable task contract
- submission.json — the original task submission
- execution_output.json — domain executor results
- verification_result.json — independent verification output
- evaluation.json — slop scores and gate decision
- pre_mortem.json — failure predictions (if pre-mortem routing was enabled)

autodialectics inspect <run_id>

Start with inspect_run to get the overview, then drill into specific artifacts with read_artifact.
When summarizing a run, always include: run ID, domain, policy ID, decision, overall score, slop composite.
If the run status is running or starting, it may still be in progress — wait and re-inspect.
Compare verification_result against evaluation to understand whether the verifier and evaluator agree.

If the user passes a run ID after /autodialectics:inspect, inspect that run and summarize the results.

inspect