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harness

A meta-skill that designs domain-specific agent teams, defines specialized agents, and generates the skills they use.

Install / Use

npx skills add revfactory/harness

Installs into whichever agent you are using.

About this skill
🤖

CLAUDE.md

Claude Code project instructions

Quality Score

94/100

Supported Platforms

Claude Code
Zed

Our assessment of harness

harness scores 94/100 on our quality scale, 417th of 4,614 Development & Engineering skills we index (top 10%).

Its CLAUDE.md is 14 KB long, well organised into 25 sections with 15 code examples: a thorough specification that gives an agent plenty to work with.

With 9,333 GitHub stars, it is one of the more widely adopted skills in the catalogue.

Substance
30/30
Structure
20/20
Description
12/15
Adoption
17/20
Freshness
15/15

Maintenance, license and trust

  • The repository was last updated 39 days ago, so harness is actively maintained.
  • Our last check on 2026-10-17 found the source still online.
  • It is released under the Apache-2.0 license, a permissive license that allows use, modification and commercial use with attribution.
  • Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.

Safety scan

No issues found

Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. An AI review of the same text found nothing harmful.

AI review by kimi-k2.7-code on 2026-09-24. Automated pattern scan on 2026-09-24. It catches known dangerous patterns, not every risk — read a skill before letting an agent act on it.

harness compared with similar skills

All 4 of these similar skills score higher than harness; compare them before choosing.

SkillScoreStarsUpdatedFormat
harness (this skill)by revfactory949.3k39d agoCLAUDE.md
claude-memby thedotmack100113.8ktodayCLAUDE.md
taste-skillby Leonxlnx100111.0k1d agoCLAUDE.md
Agent-Reachby Panniantong100109.5k1d agoCLAUDE.md
Understand-Anythingby Egonex-AI10091.0ktodayCLAUDE.md

Frequently asked questions

How do I install harness?
Run npx skills add revfactory/harness. The install tabs above show the steps for each supported agent.
Which AI agents does harness work with?
It is written for Claude Code and Zed, as a CLAUDE.md file. Other agents that read the same format can often use it too.
Is harness safe to use?
Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. An AI review of the same text found nothing harmful. It is Apache-2.0-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
Is harness still maintained?
The repository was last updated 39 days ago, so harness is actively maintained.
<p align="center"> <img src="harness_banner.png" alt="Harness Banner" width="600"> </p> <p align="center"> <img src="https://img.shields.io/badge/Version-1.2.0-brightgreen.svg" alt="Version"> <a href="LICENSE"><img src="https://img.shields.io/badge/License-Apache_2.0-blue.svg" alt="License"></a> <img src="https://img.shields.io/badge/Claude_Code-Plugin-purple.svg" alt="Claude Code Plugin"> <img src="https://img.shields.io/badge/Patterns-6_Architectures-orange.svg" alt="6 Architecture Patterns"> <img src="https://img.shields.io/badge/Mode-Agent_Teams-green.svg" alt="Agent Teams"> <a href="https://github.com/revfactory/harness/stargazers"><img src="https://img.shields.io/github/stars/revfactory/harness?style=social" alt="GitHub Stars"></a> </p> <p align="center"> <a href="#category--where-harness-sits"><img src="https://img.shields.io/badge/Layer-L3%20Meta--Factory-orange" alt="Layer"></a> <a href="#category--where-harness-sits"><img src="https://img.shields.io/badge/Sub--layer-Team--Architecture%20Factory-teal" alt="Sub-layer"></a> <a href="#"><img src="https://img.shields.io/badge/README-EN%20%7C%20KO%20%7C%20JA-lightgrey" alt="i18n"></a> </p>

Harness — The Team-Architecture Factory for Claude Code

English | 한국어 | 日本語

Harness is a team-architecture factory for Claude Code. Say "build a harness for this project" (English) or "하네스 구성해줘" (한국어) or "ハーネスを構成して" (日本語), and the plugin turns your domain description into an agent team and the skills they use — picked from six pre-defined team-architecture patterns.

Overview

Harness leverages Claude Code's agent team system to decompose complex tasks into coordinated teams of specialized agents. Say "build a harness for this project" and it automatically generates agent definitions (.claude/agents/) and skills (.claude/skills/) tailored to your domain.

Category — Where Harness Sits

Harness lives at the L3 Meta-Factory layer of the Claude Code ecosystem — the layer that generates other harnesses rather than being one. Inside L3, we pick a specific sub-layer: Team-Architecture Factory.

| Layer | What it does | Neighbors we coexist with | |-------|--------------|---------------------------| | L3 — Meta-Factory / Team-Architecture Factory (us) | Domain sentence → agent team + skills, via 6 pre-defined team patterns | — | | L3 — Meta-Factory / Runtime-Configuration Factory | Deterministic, repeatable runtime configurations | coleam00/Archon | | L3 — Meta-Factory / Codex Runtime Port | Same concept, Codex runtime | SaehwanPark/meta-harness | | L2 — Cross-Harness Workflow | Standardize skills/rules/hooks across multiple harnesses | affaan-m/ECC |

Archon generates deterministic runtime configurations. Harness generates team architectures (pipeline, fan-out/fan-in, expert pool, producer-reviewer, supervisor, hierarchical delegation) plus the skills agents use. Different sub-layers of the same L3. Pick Archon for runtime determinism, Harness for team architecture, or combine them.

Star History

<a href="https://www.star-history.com/?repos=revfactory%2Fharness&type=date&legend=top-left"> <picture> <source media="(prefers-color-scheme: dark)" srcset="https://api.star-history.com/chart?repos=revfactory/harness&type=date&theme=dark&legend=top-left" /> <source media="(prefers-color-scheme: light)" srcset="https://api.star-history.com/chart?repos=revfactory/harness&type=date&legend=top-left" /> <img alt="Star History Chart" src="https://api.star-history.com/chart?repos=revfactory/harness&type=date&legend=top-left" /> </picture> </a>

Key Features

  • Agent Team Design — 6 architectural patterns: Pipeline, Fan-out/Fan-in, Expert Pool, Producer-Reviewer, Supervisor, and Hierarchical Delegation
  • Skill Generation — Auto-generates skills with Progressive Disclosure for efficient context management
  • Orchestration — Inter-agent data passing, error handling, and team coordination protocols
  • Validation — Trigger verification, dry-run testing, and with-skill vs without-skill comparison tests

Workflow

Phase 1: Domain Analysis
    ↓
Phase 2: Team Architecture Design (Agent Teams vs Subagents)
    ↓
Phase 3: Agent Definition Generation (.claude/agents/)
    ↓
Phase 4: Skill Generation (.claude/skills/)
    ↓
Phase 5: Integration & Orchestration
    ↓
Phase 6: Validation & Testing

Installation

Via Marketplace

Add the marketplace

/plugin marketplace add revfactory/harness

Install the plugin

/plugin install harness@harness-marketplace

Direct Installation as Global Skill

# Copy the skills directory to ~/.claude/skills/harness/
cp -r skills/harness ~/.claude/skills/harness

Plugin Structure

harness/
├── .claude-plugin/
│   └── plugin.json                 # Plugin manifest
├── skills/
│   └── harness/
│       ├── SKILL.md                # Main skill definition (6-Phase workflow)
│       └── references/
│           ├── agent-design-patterns.md   # 6 architectural patterns
│           ├── orchestrator-template.md   # Team/subagent orchestrator templates
│           ├── team-examples.md           # 5 real-world team configurations
│           ├── skill-writing-guide.md     # Skill authoring guide
│           ├── skill-testing-guide.md     # Testing & evaluation methodology
│           └── qa-agent-guide.md          # QA agent integration guide
└── README.md

Usage

Trigger in Claude Code with prompts like:

Build a harness for this project
Design an agent team for this domain
Set up a harness

Execution Modes

| Mode | Description | Recommended For | |------|-------------|-----------------| | Agent Teams (default) | TeamCreate + SendMessage + TaskCreate | 2+ agents requiring collaboration | | Subagents | Direct Agent tool invocation | One-off tasks, no inter-agent communication needed |

<p align="center"> <img src="harness_team.png" alt="Harness Agent Team" width="500"> </p>

Architecture Patterns

| Pattern | Description | |---------|-------------| | Pipeline | Sequential dependent tasks | | Fan-out/Fan-in | Parallel independent tasks | | Expert Pool | Context-dependent selective invocation | | Producer-Reviewer | Generation followed by quality review | | Supervisor | Central agent with dynamic task distribution | | Hierarchical Delegation | Top-down recursive delegation |

Output

Files generated by Harness:

your-project/
├── .claude/
│   ├── agents/          # Agent definition files
│   │   ├── analyst.md
│   │   ├── builder.md
│   │   └── qa.md
│   └── skills/          # Skill files
│       ├── analyze/
│       │   └── SKILL.md
│       └── build/
│           ├── SKILL.md
│           └── references/

Use Cases — Try These Prompts

Copy any prompt below into Claude Code after installing Harness:

Deep Research

Build a harness for deep research. I need an agent team that can investigate
any topic from multiple angles — web search, academic sources, community
sentiment — then cross-validate findings and produce a comprehensive report.

Website Development

Build a harness for full-stack website development. The team should handle
design, frontend (React/Next.js), backend (API), and QA testing in a
coordinated pipeline from wireframe to deployment.

Webtoon / Comic Production

Build a harness for webtoon episode production. I need agents for story
writing, character design prompts, panel layout planning, and dialogue
editing. They should review each other's work for style consistency.

YouTube Content Planning

Build a harness for YouTube content creation. The team should research
trending topics, write scripts, optimize titles/tags for SEO, and plan
thumbnail concepts — all coordinated by a supervisor agent.

Code Review & Refactoring

Build a harness for comprehensive code review. I want parallel agents
checking architecture, security vulnerabilities, performance bottlenecks,
and code style — then merging all findings into a single report.

Technical Documentation

Build a harness that generates API documentation from this codebase.
Agents should analyze endpoints, write descriptions, generate usage
examples, and review for completeness.

Data Pipeline Design

Build a harness for designing data pipelines. I need agents for schema
design, ETL logic, data validation rules, and monitoring setup that
delegate sub-tasks hierarchically.

Marketing Campaign

Build a harness for marketing campaign creation. The team should research
the target market, write ad copy, design visual concepts, and set up
A/B test plans with iterative quality review.

Coexistence — Harness and Neighbors

Harness is not alone in the Claude Code / agent-framework ecosystem. The following repos live in adjacent layers; each is described in a parallel "X is …, Harness is …" form so you can pick the one that fits your need or combine several.

| Repo | Their position | Relationship to Harness | |------|----------------|-------------------------| | coleam00/Archon | "harness builder" — deterministic, repeatable runtime configurations | Same L3, neighbor sub-layer. Archon is a Runtime-Configuration Factory, Harness is a Team-Architecture Factory. Pick Archon for runtime determinism, Harness for team architecture, or combine them. | | SaehwanPark/meta-harness | Codex port of the same concept | Same L3, different runtime. Use Harness on Claude Code, meta-harness on Codex. | | affaan-m/ECC | "Agent harness performance & workflow layer" (sits on top of existing harnesses) | Different layer. ECC is a standardization layer across harnesses; Harness is a factory that generates harnesses. Serial combination possible. | | wshobson/agents | Subagent / skill catalog (182 agents, 149 skills) | Factory ↔ parts supply. wshobson is a catalog to shop from; Harness designs the team. Absorb wshobson entries as parts inside a Harness-generated team. | | LangGraph | State-graph orchestration, LLM-agnostic | Different track. LangGraph is for long-running, state-recoverable orchestration; Harness is for fast Claude-Code-native team design. |

Built with Harness

Harness 100

revfactory/harness-100 — 100 production-ready agent team harnesses across 10 domains, available in both English and Korean (200 packages total). Each harness ships with 4-5 specialist agents, an orchestrator skill, and domain-specific skills — all generated by this plugin. 1,808 markdown files covering content creation, software development, data/AI, business strategy, education, legal, health, and more.

Research: A/B Testing Harness Effectiveness

revfactory/claude-code-harness — A controlled experiment across 15 software engineering tasks measuring the impact of structured pre-configuration on LLM code agent output quality.

| Metric | Without Harness | With Harness | Improvement | |--------|:-:|:-:|:-:| | Average Quality Score | 49.5 | 79.3 | +60% | | Win Rate | — | — | 100% (15/15) | | Output Variance | — | — | -32% |

Key finding: effectiveness scales with task complexity — the harder the task, the greater the improvement (+23.8 Basic, +29.6 Advanced, +36.2 Expert).

Exact phrasing to use everywhere: +60% avg quality (49.5 → 79.3), 15/15 win-rate, −32% variance (n=15, author-measured A/B, third-party replications pending).

Full paper: *Hwang, M. (2026). Harness: Structured

Truncated for display — read the full file on GitHub.

Related Skills

View on GitHub
GitHub Stars9.3k
CategoryDevelopment
Updated1mo ago
Forks1.3k

Trust signals

100/100

From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.

No cautions