Factory Review

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by jwilger · vlatest · Repository

Analyzes factory layouts, processes, and data to identify inefficiencies and suggest optimization improvements.

Install on your platform

We auto-selected Claude Code based on this skill’s supported platforms.

1

Run in terminal (recommended)

terminal
claude mcp add factory-review npx -- -y @trustedskills/factory-review
2

Or manually add to ~/.claude/settings.json

~/.claude/settings.json
{
  "mcpServers": {
    "factory-review": {
      "command": "npx",
      "args": [
        "-y",
        "@trustedskills/factory-review"
      ]
    }
  }
}

Requires Claude Code (claude CLI). Run claude --version to verify your install.

About This Skill

What it does

The Factory Review skill streamlines and focuses human review during factory-mode builds by providing concise summaries of build data. It structures the review experience using audit trail summaries, PR digests, retrospective syntheses, quality trend reports, and an autonomy tuning interface. The goal is to provide high-signal information quickly, enabling efficient oversight without requiring exhaustive examination of every detail.

When to use it

  • During Phase 3 of factory-mode builds for focused human review.
  • To quickly understand the outcome of a build session based on audit trail data.
  • When needing a summary of changes introduced by merged pull requests (PRs).
  • For identifying recurring issues and areas for improvement from team retrospectives.
  • To adjust configuration settings (.factory/config.yaml) during review, with validation and explanation of implications.

Key capabilities

  • Audit Trail Summary: Provides a dashboard-style summary including slice completion counts, rework rates, gate failure distribution, and pending escalations.
  • PR Digest: Generates one-paragraph summaries for each merged PR detailing changes, the associated vertical slice, engineer pair, gate results, and rework count.
  • Retrospective Synthesis: Aggregates findings from team retrospectives to identify recurring issues, pairing effectiveness, domain hotspots, and process friction.
  • Quality Trend Tracking: Presents trends in key metrics like mutation score, rework rate, cycle time per slice, and gate failure rates compared to the previous build session.
  • Autonomy Tuning Interface: Allows adjustments to .factory/config.yaml with validation and explanation of potential behavioral changes.

Example prompts

  • "Show me the audit trail summary for the last build."
  • "Give me a digest of all merged pull requests in the current build."
  • "What are the recurring causes of rework from recent retrospectives?"
  • "Display quality trend tracking metrics."
  • "I want to increase the autonomy level; what will that change?"

Tips & gotchas

  • The skill relies on data stored within .factory/audit-trail/ and .factory/config.yaml. Ensure these files are populated with relevant information for accurate results.
  • PR digests are designed for quick scanning, aiming to be completed in under a minute per build session.

Tags

🛡️

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Details

Version
vlatest
License
Author
jwilger
Installs
32

🌐 Community

Passed automated security scans.