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Agent skill

Agent QA Debug Fix

by vostride in vostride/agent-qa

Use after an agent-qa run has failed and you need to debug, patch, and verify the issue using MCP evidence, logs, artifacts, and local code changes instead of generated fix suggestions.

Custom licenceAuto-check passedAgent Workflows

Install Agent QA Debug Fix

skills CLI
$ npx skills add vostride/agent-qa --skill agent-qa-debug-fix -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install vostride/agent-qa agent-qa-debug-fix --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/vostride/agent-qa.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/agent-qa-debug-fix .claude/skills/agent-qa-debug-fix && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
agent-qa-debug-fix
GitHub stars
902
Token cost
~398 tokens
SKILL.md length
166 words
Files
2
Skills in repo
3
Repo updated
First seen
Licence
Custom licence

At a glance

Use after an agent-qa run has failed and you need to debug, patch, and verify the issue using MCP evidence, logs, artifacts, and local code changes instead of generated fix suggestions.

  • Works in 7 steps: Start with evidence collection → Call agent_qa_classify_failure and treat… → Identify the failing surface: test… → …
  • Tasks that involve MCP servers
  • SKILL.md covers Workflow and Fix Rules
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Agent QA Debug Fix is an agent skill from vostride/agent-qa. Use after an agent-qa run has failed and you need to debug, patch, and verify the issue using MCP evidence, logs, artifacts, and local code changes instead of generated fix suggestions.

Its SKILL.md is about 400 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `agents/openai.yaml`).

It sits in Agent Workflows, covering MCP servers. It works with Model Context Protocol, OpenAI and Playwright. The repository describes itself as: Open-source self-improving QA agent for software teams. A test harness with memory. Write tests in natural language for web and mobile. agent-qa learns from every run, adapts to…

When your agent uses it

  • Tasks that involve MCP servers

Example prompts

  • “/agent-qa-debug-fix”

Workflow steps

7 steps, taken from the first numbered list in SKILL.md.

  1. Start with evidence collection
  2. Call agent_qa_classify_failure and treat its category as a hypothesis, not a verdict.
  3. Identify the failing surface: test definition, hook, application under test, runtime infrastructure, or agent behavior.
  4. Inspect the relevant local files directly. Do not infer patches from artifacts alone.
  5. Apply the smallest code or YAML change that explains the evidence.
  6. Re-run the narrowest affected agent-qa test, suite, hook, or unit test.
  7. Report the root cause, changed files, verification command, and any remaining risk.

What it can do on your machine

Read from SKILL.md and the folder at commit 22636e1. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Agent QA Debug Fix loads about 398 tokens when it runs. Until then it costs about 51 tokens; SKILL.md has 166 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~51
When it runs · the whole SKILL.md, loaded when a task matches
~398

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 166 words (~398 tokens).

name
agent-qa-debug-fix
metadata.short-description
Debug and fix failed agent-qa runs

Read the full SKILL.md on GitHub

Files

SKILL.md and 1 other file in skills/agent-qa-debug-fix of vostride/agent-qa.

  • SKILL.md
  • agents/openai.yaml

Open the folder on GitHubat commit 22636e1

Compare with similar skills

Agent QA Debug Fix next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Agent QA Debug Fix compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Agent QA Debug Fix this skillvostride/agent-qa902—~398Automated safety check: PassCustom licence
Lightpandalightpanda-io/agent-skill101—~6kAutomated safety check: PassApache-2.0
Context Mode Output Sandboxmksglu/context-mode26k—~4.1kAutomated safety check: PassCustom licence
Codex with ChatGPT Planning LoopXiaoDuoYa/codex-with-chatgpt7.1k—~11kAutomated safety check: NotesMIT
Cao MCP Appsawslabs/cli-agent-orchestrator1.4k—~1.9kAutomated safety check: PassApache-2.0
Chatgpt AppsHaohao-end/openagent8071 repos~4.9kAutomated safety check: PassApache-2.0

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More from vostride/agent-qa

  • Agent QA Authoring

    vostride/agent-qa

    A skill your agent uses when creating, editing, validating, or running agent-qa tests, suites, or hooks.

    902 GitHub stars~569 tokensUpdated 2 mo ago
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  • Agent QA Result Triage

    vostride/agent-qa

    A skill your agent uses when investigating failed agent-qa runs, inspecting artifacts, classifying failures, or comparing recent runs.

    902 GitHub stars~394 tokensUpdated 2 mo ago
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Works with

Categories

Questions about Agent QA Debug Fix

What does Agent QA Debug Fix do?

Use after an agent-qa run has failed and you need to debug, patch, and verify the issue using MCP evidence, logs, artifacts, and local code changes instead of generated fix suggestions. Agent QA Debug Fix is an agent skill from vostride/agent-qa. Use after an agent-qa run has failed and you need to debug, patch, and verify the issue using MCP evidence, logs, artifacts, and local code changes instead of generated fix suggestions.

When should I use Agent QA Debug Fix?

Agent QA Debug Fix fits situations like: tasks that involve MCP servers.

How do I install Agent QA Debug Fix in Claude Code?

Run `npx skills add vostride/agent-qa --skill agent-qa-debug-fix -a claude-code`. Or copy the skill folder (skills/agent-qa-debug-fix in vostride/agent-qa) into .claude/skills/agent-qa-debug-fix in your project. Claude Code loads it when a task matches its description.

How do I install Agent QA Debug Fix in Codex?

Run `npx skills add vostride/agent-qa --skill agent-qa-debug-fix -a codex`. Or copy the skill folder (skills/agent-qa-debug-fix in vostride/agent-qa) into .agents/skills/agent-qa-debug-fix in your project. Codex loads it when a task matches its description.

Can I use Agent QA Debug Fix in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add vostride/agent-qa --skill agent-qa-debug-fix -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/agent-qa-debug-fix, .gemini/skills/agent-qa-debug-fix, .github/skills/agent-qa-debug-fix and .opencode/skills/agent-qa-debug-fix in your project.

What does Agent QA Debug Fix need to run?

SKILL.md names no scripts, command-line tools or credentials: Agent QA Debug Fix is instructions for the agent only.

Does Agent QA Debug Fix access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Agent QA Debug Fix safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Agent QA Debug Fix use?

Agent QA Debug Fix has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Agent QA Debug Fix use?

About 398 tokens (SKILL.md is roughly 1.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Agent QA Debug Fix?

Skills that share tags, products or a category with Agent QA Debug Fix: Lightpanda (lightpanda-io/agent-skill, 101 stars), Context Mode Output Sandbox (mksglu/context-mode, 26k stars), Codex with ChatGPT Planning Loop (XiaoDuoYa/codex-with-chatgpt, 7.1k stars) and Cao MCP Apps (awslabs/cli-agent-orchestrator, 1.4k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Agent QA Debug Fix?

vostride (a GitHub organization) maintains it in vostride/agent-qa, which has 902 GitHub stars. The repository holds 3 skills in this directory. The repository was last updated on August 3, 2026.

Source: vostride/agent-qa on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.