OpenGAP is a framework-independent standard for defining AI agents as Git repositories, using files such as an agent manifest and identity document. It is intended for portable, version-controlled agents that can be adapted to systems such as Claude Code, OpenAI, LangChain, CrewAI, and AutoGen. The catalogue skills represent workflows and extensions built around this agent format.
Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add open-gitagent/opengap --skill create-agentgit clone --depth 1 https://github.com/open-gitagent/opengapWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/open-gitagent/opengap/create-agent)<a href="https://agentmods.dev/skills/open-gitagent/opengap/create-agent"><img src="https://agentmods.dev/badge/skills/open-gitagent/opengap/create-agent/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/open-gitagent/opengap/create-agent"><img src="https://agentmods.dev/badge/skills/open-gitagent/opengap/create-agent.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00062 | $0.00759 |
| Opus 5.5 | $0.00025 | $0.00304 |
| Sonnet 5.5 | $0.00012 | $0.00152 |
| Haiku 4.5 | $0.00006 | $0.00076 |
Grade A, and why
create-agent scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 131 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Create & Configure Agents
Quick Start
- Create directory structure:
mkdir -p my-agent/skills - Write
agent.yamlwith required fields (see below) - Create
SOUL.mdwith agent identity - Add skills, tools, and knowledge as needed
- Validate:
opengap validate -d ./my-agent
agent.yaml Reference
Required Fields
spec_version: "0.1.0"
name: my-agent # Unique identifier
version: 1.0.0 # Semantic version
description: What this agent does
Model Configuration
model:
preferred: claude-sonnet-4-5-20250929
fallback:
- claude-haiku-4-5-20251001
constraints:
temperature: 0.2 # 0.0 - 1.0
max_tokens: 4096
top_p: 0.9
Skills & Tools
skills:
- code-review # Must match directory name in skills/
- security-audit
tools:
- lint-check # Must match filename in tools/ (without .yaml)
Runtime
runtime:
max_turns: 20 # Max conversation turns
timeout: 120 # Seconds
Sub-Agents
agents:
reviewer:
description: Reviews code quality
delegation:
mode: auto
triggers:
- "review this"
Writing a Good SOUL.md
A SOUL.md should have these sections:
- Core Identity — Who is this agent? One clear sentence.
- Communication Style — How does it talk? (direct, friendly, formal, etc.)
- Values & Principles — What does it prioritize?
- Domain Expertise — What does it know?
- Collaboration Style — How does it work with the user?
Writing RULES.md
Structure as:
- Must Always — Non-negotiable behaviors
- Must Never — Hard boundaries
- Output Constraints — Formatting rules
- Interaction Boundaries — Scope limits
Adding Skills
Create skills/<name>/SKILL.md:
---
name: my-skill
description: What this skill does
license: MIT
allowed-tools: Read Edit Grep
metadata:
version: "1.0.0"
---
# Instructions
[Detailed instructions for using this skill]
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 1mo ago First seen · 131 lines · 62 tokens per session scan A ea9009dc8c70
create-agent is a skill published in the GitHub repository open-gitagent/opengap (2,979 stars, last pushed 3mo ago), licensed MIT. It adds 62 tokens to every session and 759 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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