Use this one when you're working through a backlog of MCP or skills attribution issues from the local report API and want each fix to stay auditable. It pulls tool and skills-related issues, reads a representative run's result and trace before deciding anything, and routes actionable problems to either `mcp/src` or `config/source/skills`. Each repair goes into its own Worktrunk worktree with a GitHub issue and PR, and attribution gets stamped `owner=codex` with short evidence notes. The part I like is the closure sweep: it refuses to mark anything resolved until it has re-read the latest PR and review comments. The tradeoff is ceremony. It is heavy for a one-off bug, but for a steady stream of attribution noise it keeps the paper trail honest.

GitHub stars
1.1K
last updated
Aug 3, 2026

Install

$ npx -y skills add TencentCloudBase/CloudBase-AI-Toolkit --skill mcp-attribution-worktree --agent claude-code

Installs into .claude/skills of the current project.

Files

MCP Attribution Worktree

Process MCP and skills-related attribution issues as an auditable maintenance workflow instead of ad-hoc debugging.

What this skill does

Use this skill to:

  • fetch pending MCP and skills-related attribution issues from the local report API
  • inspect issue detail plus representative runs before making any status decision
  • map failures back to concrete mcp/src tools, config/source/skills, or classify them as environment / grader / duplicate noise
  • update attribution issues with concise evidence, owner=codex, and links to external GitHub work
  • isolate each actionable repair in its own Worktrunk worktree and branch
  • carry actionable issues through repo repair and PR creation instead of stopping at issue state updates
  • continue from existing GitHub issues or PRs when later review or evaluation feedback shows the first direction was incomplete or wrong
  • run a real post-PR evaluation when an evaluation interface is available, and use that result to decide whether another repair loop is needed

Do not use this skill for

Sponsors

Details

Repository
github.com/TencentCloudBase/CloudBase-AI-Toolkit
Categories
Backend & APIs, Git & Pull Requests, AI & Agent Building, Debugging, Sales & Marketing
License
MIT
First seen
Aug 4, 2026

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