Octomind
Muvon/octomind
Delegate coding to the Octomind CLI — a token-efficient, model-agnostic coding agent.
Delegate coding tasks to external coding agents (Claude Code, Codex, Pi, OpenCode) via shell.
$ npx skills add swarmclawai/swarmclaw --skill coding-agent -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install swarmclawai/swarmclaw coding-agent --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/swarmclawai/swarmclaw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/coding-agent .claude/skills/coding-agent && 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 "coding-agent" agent skill from https://github.com/swarmclawai/swarmclaw/tree/main/skills/coding-agent into .claude/skills/coding-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "coding-agent", 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/swarmclawai/swarmclaw/tree/main/skills/coding-agentType 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 swarmclawai/swarmclaw --skill coding-agent -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install swarmclawai/swarmclaw coding-agent --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/swarmclawai/swarmclaw.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/coding-agent .agents/skills/coding-agent && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "coding-agent" agent skill from https://github.com/swarmclawai/swarmclaw/tree/main/skills/coding-agent into .agents/skills/coding-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "coding-agent", 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 swarmclawai/swarmclaw --skill coding-agent -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install swarmclawai/swarmclaw coding-agent --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/swarmclawai/swarmclaw.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/coding-agent .cursor/skills/coding-agent && 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 "coding-agent" agent skill from https://github.com/swarmclawai/swarmclaw/tree/main/skills/coding-agent into .cursor/skills/coding-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "coding-agent", 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/swarmclawai/swarmclaw.git --path skills/coding-agent--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 swarmclawai/swarmclaw --skill coding-agent -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install swarmclawai/swarmclaw coding-agent --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/swarmclawai/swarmclaw.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/coding-agent .gemini/skills/coding-agent && 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 "coding-agent" agent skill from https://github.com/swarmclawai/swarmclaw/tree/main/skills/coding-agent into .gemini/skills/coding-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "coding-agent", 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 swarmclawai/swarmclaw coding-agentInstalls 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 swarmclawai/swarmclaw --skill coding-agent -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/swarmclawai/swarmclaw.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/coding-agent .github/skills/coding-agent && 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 "coding-agent" agent skill from https://github.com/swarmclawai/swarmclaw/tree/main/skills/coding-agent into .github/skills/coding-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "coding-agent", 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 swarmclawai/swarmclaw --skill coding-agent -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install swarmclawai/swarmclaw coding-agent --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/swarmclawai/swarmclaw.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/coding-agent .opencode/skills/coding-agent && 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 "coding-agent" agent skill from https://github.com/swarmclawai/swarmclaw/tree/main/skills/coding-agent into .opencode/skills/coding-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "coding-agent", 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.
coding-agentDelegate coding tasks to external coding agents (Claude Code, Codex, Pi, OpenCode) via shell.
Coding Agent is an agent skill from swarmclawai/swarmclaw. Delegate coding tasks to external coding agents (Claude Code, Codex, Pi, OpenCode) via shell. Use when: (1) building new features or apps in a separate project, (2) reviewing PRs, (3) refactoring large codebases, (4) iterative coding that needs file exploration. NOT for: simple one-liner fixes (just edit directly), reading code (use read/file tools), or work inside the SwarmClaw workspace itself.
Its SKILL.md is about 900 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Agent Workflows, covering Building AI agents and Refactoring. It works with Model Context Protocol. The repository describes itself as: Open-source self-hosted AI agent runtime and multi-agent framework for autonomous agent swarms. Agent memory, MCP tools, schedules, delegation, and 23+ LLM providers (Claude… The licence is MIT.
5 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit ed38ba5. 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.
Shell commands in SKILL.md call:
gitcodexghclaudeopencodeFrom the folder's file list and the shell code blocks in SKILL.md.
Hosts in commands or code, which the agent is likely to contact:
github.comFrom 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.
Coding Agent loads about 900 tokens when it runs. Until then it costs about 103 tokens; SKILL.md has 207 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); files beside SKILL.md are not scanned.
The full file from swarmclawai/swarmclaw at commit ed38ba5, republished under its MIT licence (© swarmclawai). 207 words, ~900 tokens.
.claude/skills/coding-agent/SKILL.md (or your agent's skills folder).Delegate coding tasks to external coding agents via shell tools.
Use --print --permission-mode bypassPermissions for non-interactive execution:
cd /path/to/project && claude --permission-mode bypassPermissions --print 'Your task here'For background execution, use the shell tool's background mode.
Do NOT use PTY mode with Claude Code — --print mode keeps full tool access and avoids interactive confirmation dialogs.
Codex requires a git repository and PTY mode:
# Quick one-shot (auto-approves changes)
cd /path/to/project && codex exec --full-auto 'Build a dark mode toggle'
# Codex refuses to run outside a git directory. For scratch work:
SCRATCH=$(mktemp -d) && cd $SCRATCH && git init && codex exec "Your prompt"# Install: npm install -g @mariozechner/pi-coding-agent
cd /path/to/project && pi 'Your task'
# Non-interactive mode
pi -p 'Summarize src/'
# Different provider/model
pi --provider openai --model gpt-4o-mini -p 'Your task'cd /path/to/project && opencode run 'Your task'Clone to a temp folder or use git worktree — never review PRs in the SwarmClaw project directory:
# Clone to temp for safe review
REVIEW_DIR=$(mktemp -d)
git clone https://github.com/user/repo.git $REVIEW_DIR
cd $REVIEW_DIR && gh pr checkout 130
codex review --base origin/main
# Or use git worktree
git worktree add /tmp/pr-130-review pr-130-branch
cd /tmp/pr-130-review && codex review --base mainUse git worktrees to fix multiple issues in parallel:
# Create worktrees
git worktree add -b fix/issue-78 /tmp/issue-78 main
git worktree add -b fix/issue-99 /tmp/issue-99 main
# Launch agents (use background shell execution)
cd /tmp/issue-78 && codex --yolo 'Fix issue #78: <description>. Commit when done.'
cd /tmp/issue-99 && codex --yolo 'Fix issue #99: <description>. Commit when done.'
# Create PRs after
cd /tmp/issue-78 && git push -u origin fix/issue-78
gh pr create --repo user/repo --head fix/issue-78 --title "fix: ..." --body "..."
# Cleanup
git worktree remove /tmp/issue-78
git worktree remove /tmp/issue-99--print (no PTY); Codex/Pi/OpenCode may need interactive terminal.When spawning coding agents in the background:
© swarmclawai, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in skills/coding-agent of swarmclawai/swarmclaw.
Open the folder on GitHubat commit ed38ba5
Coding Agent 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 |
|---|---|---|---|---|---|---|
| Coding Agent this skillswarmclawai/swarmclaw | 688 | — | ~900 | Automated safety check: Pass | MIT | |
| OctomindMuvon/octomind | 151 | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | |
| Dashclaw Governanceucsandman/DashClaw | 310 | — | ~2.7k | Automated safety check: Pass | MIT | |
| Harness Engineering LifecycleArenukvern/mcp_flutter | 386 | — | ~1.6k | Automated safety check: Pass | MIT | |
| Claude Code Clawdbotwin4r/claude-code-clawdbot-skill | 123 | — | ~2.5k | Automated safety check: Warn | None | |
| Magic ResumeMagic-Resume/Magic-Resume | 101 | — | ~663 | Automated safety check: Pass | MIT |
Muvon/octomind
Delegate coding to the Octomind CLI — a token-efficient, model-agnostic coding agent.
ucsandman/DashClaw
Governance behavior for AI agents governed by DashClaw. An agent skill from ucsandman/DashClaw.
Arenukvern/mcp_flutter
Design, implement, and integrate generalized validation harnesses across a producer-consumer boundary after a local harness contract exists.
win4r/claude-code-clawdbot-skill
Run Claude Code (Anthropic) from this host via the claude CLI (Agent SDK) in headless mode (-p) for codebase analysis, refactors, test fixing, and structured output.
Magic-Resume/Magic-Resume
How AI agents integrate with Magic Resume — read and safely edit a user's resumes through the native MCP server (@magic-resume/mcp).
ucsandman/DashClaw
Contribute to the DashClaw codebase — architecture, scaffolding, tests, CI
swarmclawai/swarmclaw
Generate images via OpenAI Images API (GPT Image, DALL-E 3, DALL-E 2).
swarmclawai/swarmclaw
Create, edit, improve, or audit skills for SwarmClaw agents.
swarmclawai/swarmclaw
Generate or edit images via Gemini 3 Pro Image (Nano Banana Pro).
swarmclawai/swarmclaw
GitHub operations via gh CLI: issues, PRs, CI runs, code review, API queries.
swarmclawai/swarmclaw
AI agent runtime and multi-agent orchestration platform. An agent skill from swarmclawai/swarmclaw.
swarmclawai/swarmclaw
Manage your SwarmClaw agent fleet — agents, tasks, chats, chatrooms, goals, schedules, memory, wallets, connectors, autonomy, and 40+ more command groups.
Works with
Delegate coding tasks to external coding agents (Claude Code, Codex, Pi, OpenCode) via shell. Coding Agent is an agent skill from swarmclawai/swarmclaw. Delegate coding tasks to external coding agents (Claude Code, Codex, Pi, OpenCode) via shell.
Coding Agent fits situations like: building new features; apps in a separate project; refactoring large codebases; iterative coding that needs file exploration.
Run `npx skills add swarmclawai/swarmclaw --skill coding-agent -a claude-code`. Or copy the skill folder (skills/coding-agent in swarmclawai/swarmclaw) into .claude/skills/coding-agent in your project. Claude Code loads it when a task matches its description.
Run `npx skills add swarmclawai/swarmclaw --skill coding-agent -a codex`. Or copy the skill folder (skills/coding-agent in swarmclawai/swarmclaw) into .agents/skills/coding-agent 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 swarmclawai/swarmclaw --skill coding-agent -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/coding-agent, .gemini/skills/coding-agent, .github/skills/coding-agent and .opencode/skills/coding-agent in your project.
Going by SKILL.md and its folder, Coding Agent needs the command-line tools its instructions call (git, codex, gh, claude and opencode). Our summary lists: Node.js.
SKILL.md names 1 domain. In commands or code: github.com; the agent is likely to contact it when it follows the instructions. 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. Review the folder before installing.
Coding Agent is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 900 tokens (SKILL.md is roughly 3.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Coding Agent: Octomind (Muvon/octomind, 151 stars), Dashclaw Governance (ucsandman/DashClaw, 310 stars), Harness Engineering Lifecycle (Arenukvern/mcp_flutter, 386 stars) and Claude Code Clawdbot (win4r/claude-code-clawdbot-skill, 123 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
swarmclawai (a GitHub organization) maintains it in swarmclawai/swarmclaw, which has 688 GitHub stars. The repository holds 12 skills in this directory. The repository was last updated on June 30, 2026.
Source: swarmclawai/swarmclaw on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.