Skip to content
Back to skills

Audit Reporting Quality

ASecurity

Audit whether a research/evaluation artifact reports the information needed for interpretation and reproduction, using a domain-appropriate checklist.

  • 499 stars
  • 0 votes
  • 0 copies
  • 0 views
  • Added September 24, 2026
researchdocumentation

Security analysis

A100/100

Scanned September 24, 2026

npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill audit-reporting-quality --agent claude-code

Installs into .claude/skills of the current project.

Are you the author of Audit Reporting Quality?

Add the live security badge to your README. It updates with every re-scan.

Security grade badge for Audit Reporting Quality
[![Security: A — Skills Directory](https://www.skillsdirectory.com/api/skills/yogsoth-ai-audit-reporting-quality/badge)](https://www.skillsdirectory.com/skills/yogsoth-ai-audit-reporting-quality)

More formats (shields.io, HTML) on the badges page. Keep it an A: scan every change in CI with Pro.

Download with Pro
SKILL.md
---
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`

Attribution

Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.

Comments

Loading comments…