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pipeline-auditor

Audit/regression checks for the evidence-first survey pipeline: citation health, per-section coverage, placeholder leakage, and template repetition. **Trigger**: auditor, audit, regression test, quality report, 审计, 回归测试. **Use when**: `output/DRAFT.md` exists and you want a deterministic PASS/FAIL report before LaTeX/PDF. **Skip if**: you are still changing retrieval/outline/evidence packs heavily (audit later). **Network**: none. **Guardrail**: do not change content; only analyze and report.

Packaged view

This page reorganizes the original catalog entry around fit, installability, and workflow context first. The original raw source lives below.

Stars
334
Hot score
99
Updated
March 20, 2026
Overall rating
C4.1
Composite score
4.1
Best-practice grade
A92.0

Install command

npx @skill-hub/cli install willoscar-research-units-pipeline-skills-pipeline-auditor

Repository

WILLOSCAR/research-units-pipeline-skills

Skill path: .codex/skills/pipeline-auditor

Audit/regression checks for the evidence-first survey pipeline: citation health, per-section coverage, placeholder leakage, and template repetition. **Trigger**: auditor, audit, regression test, quality report, 审计, 回归测试. **Use when**: `output/DRAFT.md` exists and you want a deterministic PASS/FAIL report before LaTeX/PDF. **Skip if**: you are still changing retrieval/outline/evidence packs heavily (audit later). **Network**: none. **Guardrail**: do not change content; only analyze and report.

Open repository

Best for

Primary workflow: Write Technical Docs.

Technical facets: Full Stack, Tech Writer, Testing.

Target audience: Development teams looking for install-ready agent workflows..

License: Unknown.

Original source

Catalog source: SkillHub Club.

Repository owner: WILLOSCAR.

This is still a mirrored public skill entry. Review the repository before installing into production workflows.

What it helps with

  • Install pipeline-auditor into Claude Code, Codex CLI, Gemini CLI, or OpenCode workflows
  • Review https://github.com/WILLOSCAR/research-units-pipeline-skills before adding pipeline-auditor to shared team environments
  • Use pipeline-auditor for development workflows

Works across

Claude CodeCodex CLIGemini CLIOpenCode

Favorites: 0.

Sub-skills: 0.

Aggregator: No.