CodeGraph Agent Eval
colbymchenry/codegraph
Benchmarks how much CodeGraph helps a coding agent on a real repository, comparing runs with and without it for a chosen local or published version.
Delegate tasks to ANY CLI agent (claude, codex, aider, ...) running in a detached tmux session, with a race-safe done-signal protocol and multi-turn iteration.
$ npx skills add AI-Builder-Club/skills --skill open-agent-teams -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install AI-Builder-Club/skills open-agent-teams --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/AI-Builder-Club/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/open-agent-teams .claude/skills/open-agent-teams && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "open-agent-teams" agent skill from https://github.com/AI-Builder-Club/skills/tree/main/skills/open-agent-teams into .claude/skills/open-agent-teams/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "open-agent-teams", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/AI-Builder-Club/skills/tree/main/skills/open-agent-teamsType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add AI-Builder-Club/skills --skill open-agent-teams -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install AI-Builder-Club/skills open-agent-teams --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AI-Builder-Club/skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/open-agent-teams .agents/skills/open-agent-teams && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "open-agent-teams" agent skill from https://github.com/AI-Builder-Club/skills/tree/main/skills/open-agent-teams into .agents/skills/open-agent-teams/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "open-agent-teams", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add AI-Builder-Club/skills --skill open-agent-teams -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install AI-Builder-Club/skills open-agent-teams --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AI-Builder-Club/skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/open-agent-teams .cursor/skills/open-agent-teams && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "open-agent-teams" agent skill from https://github.com/AI-Builder-Club/skills/tree/main/skills/open-agent-teams into .cursor/skills/open-agent-teams/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "open-agent-teams", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/AI-Builder-Club/skills.git --path skills/open-agent-teams--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add AI-Builder-Club/skills --skill open-agent-teams -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install AI-Builder-Club/skills open-agent-teams --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AI-Builder-Club/skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/open-agent-teams .gemini/skills/open-agent-teams && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "open-agent-teams" agent skill from https://github.com/AI-Builder-Club/skills/tree/main/skills/open-agent-teams into .gemini/skills/open-agent-teams/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "open-agent-teams", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install AI-Builder-Club/skills open-agent-teamsInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add AI-Builder-Club/skills --skill open-agent-teams -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/AI-Builder-Club/skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/open-agent-teams .github/skills/open-agent-teams && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "open-agent-teams" agent skill from https://github.com/AI-Builder-Club/skills/tree/main/skills/open-agent-teams into .github/skills/open-agent-teams/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "open-agent-teams", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add AI-Builder-Club/skills --skill open-agent-teams -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install AI-Builder-Club/skills open-agent-teams --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AI-Builder-Club/skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/open-agent-teams .opencode/skills/open-agent-teams && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "open-agent-teams" agent skill from https://github.com/AI-Builder-Club/skills/tree/main/skills/open-agent-teams into .opencode/skills/open-agent-teams/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "open-agent-teams", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
open-agent-teamsDelegate tasks to ANY CLI agent (claude, codex, aider, ...) running in a detached tmux session, with a race-safe done-signal protocol and multi-turn iteration.
Open Agent Teams is an agent skill from AI-Builder-Club/skills. Delegate tasks to ANY CLI agent (claude, codex, aider, ...) running in a detached tmux session, with a race-safe done-signal protocol and multi-turn iteration. Use when delegating work to a non-Claude CLI agent, when the user says "tmux delegate", "run agent in tmux", "delegate to codex/aider", or when executor work should run in an observable background terminal instead of the Agent tool.
Its SKILL.md is about 1.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including scripts and reference files (for example `references/CLAUDE.delegation-template.md`).
It sits in Agent Workflows. It works with tmux. The repository describes itself as: Codebase harness + loop engineer.
5 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 917780c. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Ships 1 file in scripts/, which the agent can run.
Shell commands in SKILL.md call:
codexclaudeopencodeFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Open Agent Teams loads about 1.4k tokens when it runs, and up to ~1.8k if it reads all its reference files. Until then it costs about 102 tokens; SKILL.md has 650 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
Without a licence we can't republish the file, so here is its outline and opening line. It has 650 words (~1,372 tokens).
“Run any CLI agent as an executor inside a detached tmux session. Communication is: prompt in via CLI arg / send-keys, completion out via a file sentinel the agent touches, summary out via a result file the agent writes. File…”
SKILL.md and 2 other files (scripts, references) in skills/open-agent-teams of AI-Builder-Club/skills.
Open the folder on GitHubat commit 917780c
Open Agent Teams next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Open Agent Teams this skillAI-Builder-Club/skills | 1.3k | — | ~1.4k | Automated safety check: Pass | None | |
| CodeGraph Agent Evalcolbymchenry/codegraph | 74k | — | ~950 | Automated safety check: Pass | MIT | |
| Agent of Empires Session Manageragent-of-empires/agent-of-empires | 3.3k | — | ~2.5k | Automated safety check: Pass | MIT | |
| Agent Deckasheshgoplani/agent-deck | 1.1k | — | ~1.8k | Automated safety check: Pass | MIT | |
| Agent of Empires Session Manageragent-of-empires/agent-of-empires | 3.3k | — | ~2.1k | Automated safety check: Pass | MIT | |
| Clawteamwin4r/ClawTeam-OpenClaw | 1.5k | — | ~3.1k | Automated safety check: Pass | MIT |
colbymchenry/codegraph
Benchmarks how much CodeGraph helps a coding agent on a real repository, comparing runs with and without it for a chosen local or published version.
agent-of-empires/agent-of-empires
Launches, monitors and organizes AI coding agent sessions such as Claude Code or Codex inside tmux, tracking status, capturing output and managing git worktrees for parallel branches.
asheshgoplani/agent-deck
agent-deck, the terminal session manager for AI coding agents.
agent-of-empires/agent-of-empires
Starts, monitors and organizes coding agent sessions that run in tmux through the aoe command, including groups, profiles and worktree-based parallel work.
win4r/ClawTeam-OpenClaw
Multi-agent swarm orchestration. An agent skill from win4r/ClawTeam-OpenClaw.
asgeirtj/system_prompts_leaks
Shows one digest of coding-agent sessions across your connected machines and lets you open, read, steer, approve, stop and close them, over Herdr, tmux or MSP.
AI-Builder-Club/skills
Create animated flow diagrams from articles, workflow notes, architecture sketches, or process descriptions using a JSON specification and a local Python/Pillow renderer.
AI-Builder-Club/skills
Generate TikTok/Shorts-style karaoke captions using MLX Whisper, ASS subtitles, and FFmpeg libass.
AI-Builder-Club/skills
Spin up a new loop (domain) in a file-based knowledge base — bootstrap the substrate if it's missing, gather the loop's charter, scaffold domains/<loop/README.md, then do ONE real test run and…
AI-Builder-Club/skills
Scaffold an isolated CLOUD dev box per agent (via crabbox + Daytona) for any codebase — the parallel-safe counterpart to dev-local-setup.
AI-Builder-Club/skills
A skill your agent uses when deciding WHERE to point SEO effort, not how to write a page.
AI-Builder-Club/skills
Scaffold a one-command dev-local launcher for ANY codebase. An agent skill from AI-Builder-Club/skills.
Works with
Categories
Delegate tasks to ANY CLI agent (claude, codex, aider, ...) running in a detached tmux session, with a race-safe done-signal protocol and multi-turn iteration. Open Agent Teams is an agent skill from AI-Builder-Club/skills.) running in a detached tmux session, with a race-safe done-signal protocol and multi-turn iteration.
Open Agent Teams fits situations like: delegating work to a non-Claude CLI agent; the user says tmux delegate; run agent in tmux; delegate to codex/aider.
Run `npx skills add AI-Builder-Club/skills --skill open-agent-teams -a claude-code`. Or copy the skill folder (skills/open-agent-teams in AI-Builder-Club/skills) into .claude/skills/open-agent-teams in your project. Claude Code loads it when a task matches its description.
Run `npx skills add AI-Builder-Club/skills --skill open-agent-teams -a codex`. Or copy the skill folder (skills/open-agent-teams in AI-Builder-Club/skills) into .agents/skills/open-agent-teams in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add AI-Builder-Club/skills --skill open-agent-teams -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/open-agent-teams, .gemini/skills/open-agent-teams, .github/skills/open-agent-teams and .opencode/skills/open-agent-teams in your project.
Going by SKILL.md and its folder, Open Agent Teams needs the command-line tools its instructions call (codex, claude and opencode).
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
No licence was found for Open Agent Teams or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
About 1.4k tokens (SKILL.md is roughly 5.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 458 tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Open Agent Teams: CodeGraph Agent Eval (colbymchenry/codegraph, 74k stars), Agent of Empires Session Manager (agent-of-empires/agent-of-empires, 3.3k stars), Agent Deck (asheshgoplani/agent-deck, 1.1k stars) and Agent of Empires Session Manager (agent-of-empires/agent-of-empires, 3.3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
AI-Builder-Club (a GitHub organization) maintains it in AI-Builder-Club/skills, which has 1,288 GitHub stars. The repository holds 11 skills in this directory. The repository was last updated on September 15, 2026.
Source: AI-Builder-Club/skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.