Audit whether a research/evaluation artifact reports the information needed for interpretation and reproduction, using a domain-appropriate checklist.
Scanned 9/24/2026
npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill audit-reporting-quality --agent claude-codeInstalls into .claude/skills of the current project.
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---
name: audit-reporting-quality
description: "Audit whether a research/evaluation artifact reports the information needed for interpretation and reproduction, using a domain-appropriate checklist."
---
# audit-reporting-quality
## Purpose
Audit whether an artifact reports the information needed for interpretation and reproduction using a declared domain-appropriate checklist.
## Input contract
```yaml
required: [artifact, reporting_checklist]
optional: [domain_schema, reproduction_requirements, source_context]
constraints: [each checklist judgment must cite present, absent, or ambiguous evidence]
```
## Procedure
1. Instantiate the checklist for the artifact type and domain.
2. Inspect each item and record evidence, omission, or ambiguity.
3. Separate interpretation-critical omissions from cosmetic omissions.
4. Summarize reporting completeness and reproduction implications.
## Output contract
```yaml
produces: [checklist_results, critical_omissions, ambiguity_log, reporting_quality_summary]
delta_fields: [findings, evidence_updates, uncertainties, decisions, open_questions]
```
## Quality gates
- Checklist version and applicability are recorded.
- Missing information is not silently inferred.
## Failure and counterexamples
Do not equate a long report with complete reporting or treat an inapplicable checklist item as a failure.
## Provenance map
- `resolved: knowledge-acquisition-documentation-audit`
- `resolved: knowledge-acquisition-reproducibility-checklist-audit`
- `intermediate: Pass3/audit-benchmark-documentation`
- `intermediate: Pass3/audit-reproducibility-reporting`
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