·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.

14Installs·0Trend·@willoscar

Installation

$npx skills add https://github.com/willoscar/research-units-pipeline-skills --skill pipeline-auditor

SKILL.md

If you want the auditor to PASS without a heavy polish loop:

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. Source: willoscar/research-units-pipeline-skills.

Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/willoscar/research-units-pipeline-skills --skill pipeline-auditor Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code or Cursor

Security certified for safe and reliable code One-click installation with simplified configuration Compatible with Claude Code, Cursor, and more

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Facts (cite-ready)

Stable fields and commands for AI/search citations.

Install command
npx skills add https://github.com/willoscar/research-units-pipeline-skills --skill pipeline-auditor
Category
#Documents
Verified
First Seen
2026-02-01
Updated
2026-02-18

Quick answers

What is 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. Source: willoscar/research-units-pipeline-skills.

How do I install pipeline-auditor?

Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/willoscar/research-units-pipeline-skills --skill pipeline-auditor Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code or Cursor

Where is the source repository?

https://github.com/willoscar/research-units-pipeline-skills