skill-tester-swarm
Automated QA system for Claude Code skills. Discovers skills from GitHub/SkillsMP, installs them, generates tests, executes with screenshot capture, evaluates quality with A-F grades, and publishes an interactive dashboard.
Best use case
skill-tester-swarm is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Automated QA system for Claude Code skills. Discovers skills from GitHub/SkillsMP, installs them, generates tests, executes with screenshot capture, evaluates quality with A-F grades, and publishes an interactive dashboard.
Teams using skill-tester-swarm should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/skill-tester-swarm/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How skill-tester-swarm Compares
| Feature / Agent | skill-tester-swarm | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Automated QA system for Claude Code skills. Discovers skills from GitHub/SkillsMP, installs them, generates tests, executes with screenshot capture, evaluates quality with A-F grades, and publishes an interactive dashboard.
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
Related Guides
SKILL.md Source
# Skill Tester Swarm > "I don't just use skills. I test them all and show you which ones actually work." An 8-agent swarm that automatically tests Claude Code skills and generates visual reports with screenshots. ## What It Does 1. **Discovers** skills from GitHub and marketplaces 2. **Installs** each in isolation 3. **Generates** test prompts from triggers 4. **Executes** tests and captures output 5. **Screenshots** terminal and file results 6. **Scores** quality (A-F grades) 7. **Reports** with pass/fail matrix 8. **Publishes** interactive dashboard ## Quick Start ```bash ./scripts/orchestrator.sh run ``` ## Output - Screenshots of every test - Quality scores and grades - Interactive web dashboard - JSON data for automation ## Agents | Agent | Role | |-------|------| | 0 | Skill Discoverer | | 1 | Skill Installer | | 2 | Test Generator | | 3 | Test Executor | | 4 | Screenshot Capturer | | 5 | Quality Evaluator | | 6 | Report Generator | | 7 | Dashboard Publisher | See README.md for full documentation.
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