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Run Agents · open-gitagent | DecimalAI

agent toolingby open-gitagent

Run Agents

open-gitagent/run-agent

Source open-gitagent/opengap ↗License MIT

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.

SkillScore91Maintained

Automatic

AI Engineer pack

Last verified 8/10/2026

What it changes

Passed 20 of 22 test cases with the skill, and 6 of 22 without it.

Without skill27%

With skill91%

Checks it passed that the model alone missed

Specifies adapter flag -a lyzr.
Identifies claude as default adapter.
Includes flag --no-cache with opengap run.

and 20 more in the full report

15 fixed5 passed either way1 still failing1 broke

Pass-rate lift: +64 pp
Tokens: -23%
Agent turns: 0%
Response time: -64%

Model gemini-3.6-flashMeasured 8/10/2026v120 of 22 cases passed with skill

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/open-gitagent-run-agent/SKILL.md https://app.decimal.ai/s/open-gitagent-run-agent/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add open-gitagent-run-agent, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/open-gitagent-run-agent/ and pins it in .decimal/skills.lock

decimalai skills add open-gitagent-run-agent

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/open-gitagent-run-agent/SKILL.md https://app.decimal.ai/s/open-gitagent-run-agent/SKILL.md

Raw file: /s/open-gitagent-run-agent/SKILL.md ↗ · machine-readable summary at /s/open-gitagent-run-agent.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 15 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 15

Prompt

If an agent repository has no `.gitagent_adapter` file, no explicit model name prefix, and no recognizable framework config files, which adapter does `-a git` auto-detection fall back to by default?

What was checked, without and with the skill
Checked	Without skill	With skill
Identifies claude as the default fallback adapter.	Missed	Passed

case-16 · gemini-3.6-flash · 8/10/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md85 linessingle file

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

# 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

Track record

Benchmark

20 / 22

test cases passed, vs 6 / 22 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

open-gitagent / opengap

examples/gitagent-helper/skills/run-agent/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

Run Agents

When to Use

Troubleshooting

Basic Usage

Adapters

Track record

Benchmark

Adoption

SkillSafety

Source

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