ZBS Index What actually exists in applied AI, with the source next to it

skill

skill-hunter

Use when the user wants to find NEW external skills for a project, build a skill stack from external registries, or compare external options against project needs. Do not use for questions about how to use already-installed/local skills.

Description as published by the maintainer. Source

  • active

active — Most recent push to the repository was 2026-07-27.

Signals

These are separate measurements of different things. They are deliberately not combined into one score, because a popularity number that mixes website traffic with saves and stars cannot be checked or acted on.

Signal Value What it measures Window Observed Source
GitHub stars 1 Stars on the repository that contains this skill, not on the skill itself. A collection of fifty skills shares one number, so it says nothing about this particular skill. cumulative, all time GitHub
Last commit 2026-07-27 Most recent push to the containing repository. It may reflect work on a different skill in the same collection. point in time GitHub
repository status active The repository holding this skill exists and is not archived. as of fetch GitHub

Will this work with your setup?

No harness stated by the author and no install path convention detected. Compatibility is untested.

We have not run this skill against a task with and without it enabled, so we cannot tell you whether it improves anything, what it costs in tokens, or whether it duplicates behaviour your harness already has. When we have run that test, the result will appear on this page with the task, the versions and the budget it used.

The skill definition lives at skills/skill-hunter/SKILL.md in https://github.com/drafael/coding-harness.

Where to get it

Related, by what their authors tagged them

  • drafael-coding-harness-brainstorm — last commit 2026-07-27, shares ai-agent-skills, pi-coding-agent
    Use before any creative work or significant changes. Activates on "brainstorm", "let's brainstorm", "deep analysis", "a…
  • drafael-coding-harness-clarify — last commit 2026-07-27, shares ai-agent-skills, pi-coding-agent
    This skill should be used when user appears confused, frustrated, or shows misalignment between expectations and realit…
  • drafael-coding-harness-code-review — last commit 2026-07-27, shares ai-agent-skills, pi-coding-agent
    Perform a focused, evidence-based code review covering correctness, regressions, security, performance, architecture, a…
  • drafael-coding-harness-debug-error — last commit 2026-07-27, shares ai-agent-skills, pi-coding-agent
    Systematically debug and fix errors using structured investigation. Use when the user asks to "debug", "fix an error",…
  • drafael-coding-harness-explain-code — last commit 2026-07-27, shares ai-agent-skills, pi-coding-agent
    Analyze and explain code functionality with structured breakdowns. Use when the user asks to "explain this code", "how…
  • drafael-coding-harness-humanizer — last commit 2026-07-27, shares ai-agent-skills, pi-coding-agent
    Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and hu…
  • drafael-coding-harness-java-coder — last commit 2026-07-27, shares ai-agent-skills, pi-coding-agent
    Mandatory for every task in a Java codebase, including planning, implementation, debugging, refactoring, review, testin…
  • drafael-coding-harness-owasp-security — last commit 2026-07-27, shares ai-agent-skills, pi-coding-agent
    Use when reviewing code for security vulnerabilities, implementing authentication/authorization, handling user input, o…
  • drafael-coding-harness-pdf — last commit 2026-07-27, shares ai-agent-skills, pi-coding-agent
    Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables f…
  • drafael-coding-harness-refactor-code — last commit 2026-07-27, shares ai-agent-skills, pi-coding-agent
    Simplify and improve code through narrow, behavior-preserving, test-backed changes without speculative architecture or…

These share tags the maintainers applied themselves, such as ai-agent-skills, pi-coding-agent. Common tags like "mcp" or "ai" are ignored for this: agreeing with six hundred other projects is not a similarity.

This is not a recommendation and not a test result. It is a map of what the authors said their work is about.

Also from drafael

  • drafael-coding-harness-test-coverage — last commit 2026-07-27
    Analyze and improve test coverage. Use when reviewing coverage gaps, writing missing tests, setting up coverage tooling…
  • drafael-coding-harness-typescript-coder — last commit 2026-07-27
    Mandatory for every task in a TypeScript or mixed TypeScript codebase, including planning, implementation, debugging, r…
  • drafael-coding-harness-write-tests — last commit 2026-07-27
    Write unit, integration, component, and end-to-end tests for code. Use when the user asks to "write tests", "add tests"…
  • drafael-coding-harness-wrong — last commit 2026-07-27
    Reset and re-evaluate when current approach isn't working. Use when user says "wrong", "this isn't working", "wrong app…

How the author describes it

Topics the maintainer set on GitHub: ai-agent, ai-agent-skills, claude-code, pi-coding-agent, skills.

Bring your own setup

We take apart real AI setups every week and show what broke, what cost too much, and what the trace actually said. If you run agents on real work, that is where the useful conversation is.

Join ZBS AI Practice Lab

Sources

  1. drafael/coding-harness on GitHub — GitHub, observed , trust tier 3.