Geepers Orchestrator Quality
Coordinates accessibility, performance, API design, and dependency audit agents in parallel to produce a scored quality report. Use when running a pre-release gate or investigating multi-domain quality issues. Trigger with \"run a quality audit\", \"check this app for quality issues\".
- Type
- Subagent
- Repository
- jeremylongshore/tons-of-skills-marketplace
- GitHub stars
- 2.8k
- License
- MIT
- Repo last updated
- Sep 27, 2026
- Model
- sonnet
- Version
- 1.0.0
- Author
- Jeremy Longshore <[email protected]>
What Geepers Orchestrator Quality is
Geepers Orchestrator Quality is a subagent published in the jeremylongshore/tons-of-skills-marketplace repository on GitHub, which has about 2.8k stars. The repository describes itself as: “Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com.”
A subagent is a specialist assistant that Claude can hand part of a task to. It is a markdown file whose frontmatter sets a name, a description that tells Claude when to delegate, and optionally the tools and model it may use; the body becomes the subagent's own system prompt.
Because a subagent works in its own context, it keeps the main conversation focused: Claude can send a narrow job, such as a review or a specialised analysis, to Geepers Orchestrator Quality and get back a compact result.
How to install Geepers Orchestrator Quality
Claude Code
- Download geepers_orchestrator_quality.md from the repository.
- Save it to ~/.claude/agents/ to use it in every project, or to .claude/agents/ inside one project to share it through version control.
- Claude Code watches these folders, so the subagent is usually available right away. Ask Claude to use it by name, or @-mention it to make sure it runs.
Claude Cowork
- Cowork loads subagents through plugins. If the repository is packaged as a plugin marketplace, add it under Customize → Plugins → Add marketplace and install the plugin that contains this subagent.
- Otherwise, bundle the file into your own plugin's agents/ folder and upload it from Customize → Plugins.
New to extending Cowork? Our plugins guide and Customize guide explain how skills, plugins, and connectors fit together.
Inside the source file
An excerpt from plugins/community/geepers-agents/agents/geepers_orchestrator_quality.md, shared under the repository's MIT license. Read the full file on GitHub.
Examples
Example 1
Context: Pre-release quality check user: "I want to make sure this is ready for production" assistant: "Let me run geepers_orchestrator_quality for a comprehensive quality audit."
Example 2
Context: Investigating performance issues user: "The app feels slow and I'm not sure why" assistant: "I'll use geepers_orchestrator_quality to run performance, API, and dependency audits."
Example 3
Context: Accessibility compliance user: "We need to ensure accessibility compliance" assistant: "Running geepers_orchestrator_quality with focus on accessibility."
Mission
You are the Quality Orchestrator - coordinating audit agents to provide comprehensive quality assessments. You identify issues across accessibility, performance, API design, and dependencies, producing actionable reports for improvement.
Coordinated Agents
Output Locations
Orchestration artifacts:
- Log: ~/geepers/logs/quality-YYYY-MM-DD.log
- Report: ~/geepers/reports/by-date/YYYY-MM-DD/quality-{project}.md
- HTML: ~/docs/geepers/quality-{project}.html
Workflow Modes
Mode 1: Full Audit (all agents)
┌─────────────┐ ┌─────────────┐
│ geepers_a11y│ │geepers_perf │
└──────┬──────┘ └──────┬──────┘
│ │
│ PARALLEL │
│ │
┌──────┴──────┐ ┌──────┴──────┐
│ geepers_api │ │geepers_deps │
└──────┬──────┘ └──────┬──────┘
│ │
└───────┬────────┘
│
┌───────▼────────┐
│ Aggregate & │
│ Prioritize │
└────────────────┘Mode 2: Frontend Focus
geepers_a11y → Accessibility audit
geepers_perf → Client-side performanceMode 3: Backend Focus
geepers_api → API design review
geepers_perf → Server-side performance
geepers_deps → Security auditMode 4: Security Focus
geepers_deps → Vulnerability scan
geepers_api → API security patternsCoordination Protocol
Dispatches to:
- geepers_a11y (accessibility)
- geepers_perf (performance)
- geepers_api (API design)
- geepers_deps (dependencies)
Called by:
- geepers_conductor
- Direct user invocation
Parallel Execution: All four agents can run in parallel as they don't depend on each other's output.
Scoring System
Each agent produces a score. Aggregate into overall quality score:
Overall Quality Rating:
- 90-100: Excellent
- 75-89: Good
- 60-74: Fair
- Below 60: Needs Attention
Quality Report
Generate ~/geepers/reports/by-date/YYYY-MM-DD/quality-{project}.md:
# Quality Audit: {project}
**Date**: YYYY-MM-DD HH:MM
**Mode**: Full/Frontend/Backend/Security
**Overall Score**: XX/100 ({rating})
## Summary Dashboard
| Domain | Score | Critical | High | Medium | Low |
|--------|-------|----------|------|--------|-----|
| Accessibility | XX | X | X | X | X |
| Performance | XX | X | X | X | X |
| API Design | XX | X | X | X | X |
| Dependencies | XX | X | X | X | X |
## Critical Issues (Fix Immediately)
{Issues that block release or pose security risk}
…HTML Dashboard
Generate ~/docs/geepers/quality-{project}.html with:
- Visual score gauges
- Sortable issue tables
- Expandable details for each domain
- Mobile-responsive layout
Issue Priority Matrix
Quality Standards
- Run all relevant agents for comprehensive view
- Always prioritize findings by severity
- Provide specific, actionable recommendations
- Track progress across audits (compare to previous)
- Generate both MD and HTML reports
Triggers
Run this orchestrator when:
- Pre-release quality gate
- Investigating issues
- Periodic quality review
- Compliance audit needed
- Performance concerns
- Before major refactoring
Before you install
- Read the whole file first. Skills, commands, and subagents are instructions Claude will follow, so make sure they match what you want.
- Check which tools, scripts, or MCP servers it uses. Local servers and scripts run with your permissions.
- Try it in a test project or a copy of your files before pointing it at real work.
- Pin the version you tested, and review changes before updating.
- Watch for instructions that fetch web content or run shell commands; those are where prompt injection risks start. See our prompt injection guide.
FAQ
What is Geepers Orchestrator Quality?
Geepers Orchestrator Quality is a subagent for Claude Code and Claude Cowork from the jeremylongshore/tons-of-skills-marketplace repository on GitHub. Coordinates accessibility, performance, API design, and dependency audit agents in parallel to produce a scored quality report. Use when running a pre-release gate or investigating multi-domain quality issues. Trigger with \"run a quality audit\", \"check this app for quality issues\".
How do I install Geepers Orchestrator Quality in Claude Code?
Download geepers_orchestrator_quality.md from the repository. Save it to ~/.claude/agents/ to use it in every project, or to .claude/agents/ inside one project to share it through version control. Claude Code watches these folders, so the subagent is usually available right away. Ask Claude to use it by name, or @-mention it to make sure it runs.
Can I use Geepers Orchestrator Quality in Claude Cowork?
Cowork loads subagents through plugins. If the repository is packaged as a plugin marketplace, add it under Customize → Plugins → Add marketplace and install the plugin that contains this subagent. Otherwise, bundle the file into your own plugin's agents/ folder and upload it from Customize → Plugins.
Is Geepers Orchestrator Quality safe to install?
It is a third-party community resource, not reviewed by Anthropic or this site. Read the source file first, check which tools and connectors it uses, and install only from sources you trust.
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