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Subagent

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
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

  1. Download geepers_orchestrator_quality.md from the repository.
  2. Save it to ~/.claude/agents/ to use it in every project, or to .claude/agents/ inside one project to share it through version control.
  3. 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

  1. 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.
  2. 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 performance

Mode 3: Backend Focus

geepers_api   → API design review
geepers_perf  → Server-side performance
geepers_deps  → Security audit

Mode 4: Security Focus

geepers_deps  → Vulnerability scan
geepers_api   → API security patterns

Coordination 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

  1. Run all relevant agents for comprehensive view
  2. Always prioritize findings by severity
  3. Provide specific, actionable recommendations
  4. Track progress across audits (compare to previous)
  5. 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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Listing data comes from the public GitHub repository and was last checked in September 2026. Excerpts are © their authors and shared under MIT. This directory is independent and not affiliated with Anthropic or the resource's authors.