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rnwolfe
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autodev-audit

Audit autodev pipeline health and code quality from GitHub CLI PR data.

Updated Feb 14, 2026
Search Tags:#code quality#audit#github actions#pipeline#developer velocity#autodev
One-click install
npx skills add https://github.com/rnwolfe/mine --skill autodev-audit
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: autodev-audit
Source: https://github.com/rnwolfe/mine/tree/main/.claude/skills/autodev-audit
Command: npx skills add https://github.com/rnwolfe/mine --skill autodev-audit

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires gh, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill helps maintain and improve the autonomous development pipeline by auditing its health, identifying code quality issues, and pinpointing areas for enhancement.

Core Features & Use Cases

  • Pipeline Health Analysis: Monitors PR outcomes, failure rates, and timing to ensure smooth operation.
  • Code Quality Review: Assesses merged PRs for adherence to project standards like testing, documentation, and style.
  • Improvement Identification: Pinpoints systemic agent weaknesses and proposes concrete solutions.
  • Use Case: Regularly audit the autodev process to catch regressions, ensure code quality standards are met, and proactively address any bottlenecks or recurring issues in the automated development workflow.

Quick Start

Run a full audit of the last 5 autodev PRs to check pipeline health and code quality.

Frequently Asked Questions about autodev-audit

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I audit code quality in GitHub Actions automated development pipelines?▼

Auditing code quality in GitHub Actions pipelines involves analyzing recent automated Pull Requests to evaluate failure rates, timing, and adherence to project standards. This Skill categorizes review feedback to propose actionable improvements for systemic agent weaknesses.

What is autodev pipeline health monitoring and why is it needed?▼

Autodev pipeline health monitoring tracks PR outcomes and failure rates to ensure smooth operation. It is needed to proactively catch regressions, address bottlenecks, and maintain code quality standards in the autonomous development workflow.

Do I need the GitHub CLI installed to audit automated PR metrics?▼

Yes, the GitHub CLI is required to fetch data and interact with repositories. It provides the necessary access to recent autodev Pull Requests for evaluating pipeline metrics and code quality against project standards.

How do I review merged PRs for adherence to project testing and documentation standards?▼

Reviewing merged PRs for project standards involves assessing them against testing, documentation, and style guidelines. This Skill evaluates recent automated PRs to identify areas where the autonomous agent fails to meet these requirements.

What is the best way to identify systemic weaknesses in an autonomous development workflow?▼

Identifying systemic weaknesses involves categorizing review feedback from recent automated PRs to pinpoint recurring issues. This Skill analyzes pipeline metrics and code quality to propose concrete, actionable improvements for the development agent.

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