endman100/skill-router-nexus/autoscirub-verify

AutoSciRub Verify

Use this verification-only entry when rubric induction is already complete. If no .autoscirub/executable_rubric.json exists, stop and route to the full autoscirub workflow in AI-Research instead of inventing criteria after execution.

Verify

1. Read the executable rubric, current report, and supporting code, results, tables,

figures, logs, and analysis files.

1. Check each criterion independently and preserve its stable identifier.
2. Mark a criterion satisfied only when both the requested analysis and inspectable

task-generated evidence exist.

1. Do not substitute literature claims for current-task evidence.
2. Record evidence found, the exact gap, required corrective actions, and artifact paths.
3. Write .autoscirub/verification_report.json or the requested round-specific file.
4. Set all_satisfied true only when all required and high-priority criteria pass and

lower-priority exceptions are explicitly justified.

The report must include passed, failed, and highest_priority_gaps counts or lists.

Optional bounded revision

Run a revision only when the user or full AutoSciRub controller requested it and budget remains. Perform exactly one revision per invocation:

1. Select failed criteria in priority order.
2. Write a round-specific revision plan.
3. Add missing analyses or comparisons, regenerate evidence, strengthen supported

explanations, or remove unsupported claims.

1. Record changed artifacts and remaining gaps.
2. Return to verification; a changed file is not proof that a criterion now passes.

Do not broaden the research objective beyond failed criteria. If a gap cannot be solved with visible data or tools, report the limitation instead of fabricating evidence.

Relationship to Router verification

This skill evaluates scientific adequacy against the executable rubric. Always run the Router's general verification-before-completion checks separately for commands, exit codes, tests, file presence, and the final completion claim.

Adapted from zjunlp/AutoSciRub, MIT licensed.