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QualityPython

Trace

by jeremylongshore

Trace is a Quality skill for Claude Code, published by jeremylongshore in claude-code-plugins-plus-skills.

2.6K stars378 forkson jeremylongshore/claude-code-plugins-plus-skillsAdded 2026/07/19Repository updated 2026/08/06
View source on GitHubDownload repo ZIP
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Install in seconds
Install Trace
Copy Trace into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.
terminal
npx degit https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/main/plugins/ai-agency/hyperflow/skills/trace ~/.claude/skills/trace

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/jeremylongshore/claude-code-plugins-plus-skills.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file
plugins/ai-agency/hyperflow/skills/trace/SKILL.md in jeremylongshore/claude-code-plugins-plus-skills
Installs to
~/.claude/skills/trace
Collection
One of 53 skills cataloged from this repository
Category
Quality — 1897 skills

What Trace does

Systematic root-cause analysis for bugs, test failures, and broken builds. Used to find the true cause before patching, ensuring fixes are not blind symptom-suppression.

Trace is cataloged under Quality on DirSkills. Trace comes from a repository tagged agent-skills, ai, ai-agents, anthropic and automation.

Documentation

README

Trace

Root cause, not symptom. Never patch over a bug without understanding why it happened.

All agents inherit the session model. Reviewers and Debuggers bold-labeled; Workers plain.

Per-Step Agent Map (DOCTRINE rule 12)

Every substantive step dispatches at least one Agent. Atomic steps (per DOCTRINE 12.2.8) are a single Worker → Reviewer pair with no independent angles to fan out.

This is the opening of the README. Read the full README on GitHub.

Frequently asked about Trace

  • What else does jeremylongshore publish alongside Trace?

    Trace is one of 53 skills that DirSkills catalogs from jeremylongshore/claude-code-plugins-plus-skills, the repository it ships in. Its siblings there include Agency OS, Anti-Deception and Audit. Each one is a separate skill with its own page in this directory, installs the same way Trace does, and is maintained by jeremylongshore in that same repository. The rest of the collection is listed on the jeremylongshore/claude-code-plugins-plus-skills page.

  • How does Trace compare to other Quality skills?

    Trace ranks #497 by stars among the 1897 Quality skills in this catalog. The most-starred ones next to it are Benchmark, Benchmark Optimization Loop and API Design Patterns. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Trace against them. Open each page to compare what they document and how they install.

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Trace is one of 1897 Quality skills cataloged on DirSkills, ranked #497 by stars among them.

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Benchmark Optimization Loop turns vague performance goals into a bounded, measured optimization process. Use it when asked to make something faster, benchmark latency/throughput/cost, or choose the best implementation by repeated measured tests.
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