Atlas / Skills / open-gitagent / Run Agent

Run AgentCAUTION

skills/open-gitagent/run-agent

A framework-agnostic, git-native standard for defining AI agents

Verdict
CAUTION
Grade
B
Trust score
89 /100
Version
1.0.0
Hosts
2 documented
License
MIT
Stars
2,971
01

Overview

A framework-agnostic, git-native standard for defining AI agents

Read from source at commit 799d6d0ad18cOBSERVED · 2026-10-07
02

Host compatibility

What the documentation claims. We have not run a compatibility test.

HostStatusNotes
claude-codementioned
openclawmentioned
03

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: run-agent
description: "Configures and runs agents with different adapters including Claude, OpenAI, CrewAI, Lyzr, and GitHub Models. Supports local execution, remote git repos, and one-shot prompts. Use when the user wants to run an agent, switch LLM providers, configure adapter settings, or launch agents from git repositories."
license: MIT
metadata:
  author: gitagent
  version: "1.0.0"
  category: execution
---

# Run Agents

## When to Use
When a user wants to run an agent locally, from a git repo, or with a specific adapter/framework.

## Troubleshooting

If you see authentication errors:
- **Claude**: Ensure Claude Code is authenticated (`claude auth status`)
- **OpenAI**: Verify `OPENAI_API_KEY` is set and valid
- **GitHub**: Check `GITHUB_TOKEN` has correct permissions
- **Lyzr**: Confirm `LYZR_API_KEY` is active

## Basic Usage

```bash
# Run local agent with Claude (default)
opengap run -d ./my-agent

# Run from git repo
opengap run -r https://github.com/user/agent

# Run with a prompt (one-shot mode)
opengap run -d ./my-agent -p "Review my code"
```

## Adapters

| Adapter | Flag | Env Var Required | Interactive |
|---------|------|-----------------|-------------|
| Claude | `-a claude` | *(uses Claude Code auth)* | Yes |
| OpenAI | `-a openai` | `OPENAI_API_KEY` | No |
| CrewAI | `-a crewai` | — | No |
| OpenClaw | `-a openclaw` | `ANTHROPIC_API_KEY` | No (`-p` required) |
| Nanobot | `-a nanobot` | `ANTHROPIC_API_KEY` | Yes |
| Lyzr | `-a lyzr` | `LYZR_API_KEY` | No (`-p` required) |
| GitHub | `-a github` | `GITHUB_TOKEN` | No (`-p` required) |
| Git | `-a git` | *(auto-detects)* | Depends |
| Prompt | `-a prompt` | — | Print only |

## Examples

```bash
# Claude (interactive)
opengap run -d ./my-agent

# GitHub Models (one-shot, streaming)
export GITHUB_TOKEN="ghp_..."
opengap run -d ./my-agent -a github -p "Explain this codebase"

# Lyzr (creates agent on Lyzr Studio + chats)
export LYZR_API_KEY="..."
opengap run -r https://github.com/user/agent -a lyzr -p "Hello"

# Lyzr one-liner (clone + create + chat)
opengap lyzr run -r https://github.com/user/agent -p "Hello"

# Auto-detect adapter from repo
opengap run -r https://github.com/user/agent -a git -p "Hello"

# Just print the system prompt
opengap run -d ./my-agent -a prompt
```

## Git Caching

Repos cloned via `-r` are cached at `~/.gitagent/cache/`:
```bash
# Use cache (default)
opengap run -r https://github.com/user/agent

# Force refresh
opengap run -r https://github.com/user/agent --refresh

# No cache (temp dir, deleted after)
opengap run -r https://github.com/user/agent --no-cache
```

## Auto-Detection (`-a git`)

The git adapter detects the best runner from the repo:
1. `.gitagent_adapter` file (explicit hint)
2. Model name (claude-* → claude, gpt-* → openai)
3. Framework files (CLAUDE.md, .cursorrules, crew.yaml, .lyzr_agent_id, .github_models)
4. Default: claude
04

Trust audit

CAUTIONgrade B · trust 89/100 Install with care. The audit found things worth knowing before you trust its output.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codeNA
L2Instruction surface (what it tells the agent)FAIL
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (1)

HIGHPrompt injection · prompt.read_system · CWE-94, CWE-1427
SKILL.md:71
# Just print the system prompt

Gates applied: no_behavioural_pass.

Audited 2026-10-07 · audit v0.4.1 · source sha 799d6d0ad18cfull audit observations/trust-audit/skill/open-gitagent__run-agent.json · Report an issue / request a re-scan
05

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-07799d6d0ad18cCAUTIONB89first audit
06

Questions

What does the Run Agent skill do?

A framework-agnostic, git-native standard for defining AI agents

Is Run Agent safe to install?

With care. The audit graded it B (89/100) and found 1 thing worth knowing before you trust this skill, listed below with the exact line each was found on.

What can Run Agent access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

Which assistants does Run Agent work with?

Its documentation mentions claude-code and openclaw. That is what the text claims, not a compatibility test we ran.

How current is this page?

The grade is for one exact copy of the source (799d6d0ad18c), read on 2026-10-07. The repository is watched, and a new audit runs when it changes — this is the first audit.

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