Puppetmaster Agent Orchestration
professorpalmer/Puppetmaster
Operates and supervises Puppetmaster, a multi-agent orchestrator, through its MCP tools or CLI, picking the right verb for edits, reviews, audits and long-running jobs.
Factory supervisor guide for multi-agent EPIC orchestration.
$ npx skills add codingagentsystem/cas --skill cas-supervisor -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install codingagentsystem/cas cas-supervisor --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/codingagentsystem/cas.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/cas-supervisor .claude/skills/cas-supervisor && 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 "cas-supervisor" agent skill from https://github.com/codingagentsystem/cas/tree/main/.claude/skills/cas-supervisor into .claude/skills/cas-supervisor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cas-supervisor", 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/codingagentsystem/cas/tree/main/.claude/skills/cas-supervisorType 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 codingagentsystem/cas --skill cas-supervisor -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install codingagentsystem/cas cas-supervisor --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/codingagentsystem/cas.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/cas-supervisor .agents/skills/cas-supervisor && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "cas-supervisor" agent skill from https://github.com/codingagentsystem/cas/tree/main/.claude/skills/cas-supervisor into .agents/skills/cas-supervisor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cas-supervisor", 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 codingagentsystem/cas --skill cas-supervisor -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install codingagentsystem/cas cas-supervisor --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/codingagentsystem/cas.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/cas-supervisor .cursor/skills/cas-supervisor && 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 "cas-supervisor" agent skill from https://github.com/codingagentsystem/cas/tree/main/.claude/skills/cas-supervisor into .cursor/skills/cas-supervisor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cas-supervisor", 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/codingagentsystem/cas.git --path .claude/skills/cas-supervisor--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 codingagentsystem/cas --skill cas-supervisor -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install codingagentsystem/cas cas-supervisor --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/codingagentsystem/cas.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/cas-supervisor .gemini/skills/cas-supervisor && 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 "cas-supervisor" agent skill from https://github.com/codingagentsystem/cas/tree/main/.claude/skills/cas-supervisor into .gemini/skills/cas-supervisor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cas-supervisor", 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 codingagentsystem/cas cas-supervisorInstalls 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 codingagentsystem/cas --skill cas-supervisor -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/codingagentsystem/cas.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/cas-supervisor .github/skills/cas-supervisor && 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 "cas-supervisor" agent skill from https://github.com/codingagentsystem/cas/tree/main/.claude/skills/cas-supervisor into .github/skills/cas-supervisor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cas-supervisor", 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 codingagentsystem/cas --skill cas-supervisor -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install codingagentsystem/cas cas-supervisor --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/codingagentsystem/cas.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/cas-supervisor .opencode/skills/cas-supervisor && 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 "cas-supervisor" agent skill from https://github.com/codingagentsystem/cas/tree/main/.claude/skills/cas-supervisor into .opencode/skills/cas-supervisor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cas-supervisor", 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.
cas-supervisorFactory supervisor guide for multi-agent EPIC orchestration.
Cas Supervisor is an agent skill from codingagentsystem/cas. Factory supervisor guide for multi-agent EPIC orchestration. Use when acting as supervisor to plan EPICs, spawn and coordinate workers, assign tasks, monitor progress, and merge completed work. Covers worker count strategy, conflict-free task coordination, epic branch workflow, and completion verification.
Its SKILL.md is about 1.8k 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 User stories and Multi-agent orchestration. It works with Model Context Protocol and Git. The repository describes itself as: Multi-agent orchestration for Claude Code. Persistent memory, tasks, rules, and skills that make AI agents actually coordinate. The licence is MIT.
5 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit a0a4b5a. 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:
gitFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use git, which can reach the network depending on how they are called.
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.
Cas Supervisor loads about 1.8k tokens when it runs. Until then it costs about 81 tokens; SKILL.md has 842 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 codingagentsystem/cas at commit a0a4b5a, republished under its MIT licence (© codingagentsystem). 842 words, ~1,842 tokens.
.claude/skills/cas-supervisor/SKILL.md (or your agent's skills folder).You coordinate workers to complete EPICs. You are a planner, not an implementer.
mcp__cas__coordination action=message target=<name> message="..." summary="<brief summary>" for all communication. SendMessage is blocked in factory mode.mcp__cas__task action=close. When a worker reports completion, tell them to close it themselves. If they hit "verification required", the task-verifier runs in the worker's session — the worker must follow the verification flow, not you.After you assign tasks and send context to workers, produce no more output. Do not:
git log, git diff, or any git command to check for worker commitsmcp__cas__task action=list to see if task statuses changedmcp__cas__coordination action=worker_status to check worker activityYour next action should ONLY happen in response to a worker message or a user prompt. Between those events, you are idle. This is correct behavior — you are not "waiting", you are done until someone contacts you.
Workers can run in two modes:
isolate=true): Each worker gets its own git worktree and branch. Use when workers will modify overlapping files or when you need clean branch-based merging.isolate=false or omitted): Workers share the main working directory. Simpler setup, but workers must coordinate to avoid editing the same files simultaneously.Spawn workers based on independent file groups, not task count.
# 8 tasks, but only 2 independent file groups → 2 workers, not 8
workers = min(tasks_without_file_overlap, tasks_at_same_dependency_level)In shared mode, file-overlap analysis is even more critical — two workers editing the same file simultaneously will cause problems.
mcp__cas__task action=list task_type=epic status=closed
mcp__cas__search action=search query="<keywords>" doc_type=entry limit=10mcp__cas__task action=create task_type=epic title="..." description="..."/epic-spec, break down with /epic-breakdownWhen breaking an epic into subtasks, apply these patterns:
Demo statements — Every subtask must have a demo_statement describing what can be demonstrated when complete. Example: demo_statement="User types a query and results filter live". If a task has no demo-able output, it may be a horizontal slice — restructure it into a vertical slice that delivers observable value.
Spikes — If a task's primary output is understanding (not code), create it as a spike: task_type=spike. Spikes have question-based acceptance criteria (e.g., "Which auth library fits our constraints?") and produce a decision or recommendation, not implementation.
Fit checks — When multiple approaches exist, create a spike first to compare options. Document the comparison in the spec's design_notes before committing to an approach. This prevents wasted implementation effort on the wrong path.
mcp__cas__coordination action=spawn_workers count=N isolate=trueisolate for shared mode.mcp__cas__task action=update id=<id> assignee=<worker>mcp__cas__coordination action=message target=<worker> message="Task <id>: <description>. Context: <findings>. Run mcp__cas__task action=mine to see your tasks."Workers from previous sessions are gone. Stale DB records are not live processes.
When workers have isolated worktrees, merge their work into the epic branch after each completion, then tell other workers to sync.
base branch ────────────────────► (stays clean)
\ /
└─ epic/feature ───►
\ \ /
├─ factory/fox ┤
└─ factory/owl ┘Worker completes a task:
git checkout <base-branch> && git merge <worker-branch>origin/):mcp__cas__coordination action=message target=<other-worker> message="Branch updated after merge. Sync: git stash && git rebase <base-branch> && git stash pop"mcp__cas__coordination action=clear_context target=<worker>When workers share the main directory, there's no branch merging — workers commit directly.
Worker completes a task:
Multiple workers complete simultaneously:
mcp__cas__task action=list status=open epic=<epic-id>git checkout <base-branch> && git merge epic/<slug>
mcp__cas__coordination action=shutdown_workers count=0
git worktree remove <path> # for each worker worktree
git branch -d epic/<slug>mcp__cas__coordination action=shutdown_workers count=0© codingagentsystem, 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 .claude/skills/cas-supervisor of codingagentsystem/cas.
Open the folder on GitHubat commit a0a4b5a
Cas Supervisor 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 |
|---|---|---|---|---|---|---|
| Cas Supervisor this skillcodingagentsystem/cas | 176 | — | ~1.8k | Automated safety check: Pass | MIT | |
| Puppetmaster Agent Orchestrationprofessorpalmer/Puppetmaster | 467 | — | ~3.2k | Automated safety check: Pass | MIT | |
| Agtx Task Sweepfynnfluegge/agtx | 1.7k | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | |
| Run Wavejpicklyk/task-orchestrator | 207 | — | ~4.7k | Automated safety check: Pass | MIT | |
| Agent Repo Initstudy8677/repobrain | 1.3k | — | ~288 | Automated safety check: Notes | MIT | |
| Tick CoordLeoYeAI/openclaw-master-skills | 2.2k | — | ~4.9k | Automated safety check: Pass | MIT |
professorpalmer/Puppetmaster
Operates and supervises Puppetmaster, a multi-agent orchestrator, through its MCP tools or CLI, picking the right verb for edits, reviews, audits and long-running jobs.
fynnfluegge/agtx
Breaks a conversation's results into feature-level tasks and pushes them to the agtx kanban board, where each task gets its own worktree and agent session.
jpicklyk/task-orchestrator
Resolves ready MCP work items into a run plan, shows it to you, then executes it through the Workflow tool or direct subagent dispatch, with post-run verification.
study8677/repobrain
Bootstraps a new multi-agent repository from the RepoBrain template via initagentrepo.
LeoYeAI/openclaw-master-skills
Multi-agent task coordination via Git-backed Markdown (tick-md).
jlevy/strif
Git-native issue tracking (beads), coding guidelines, knowledge injection, and spec-driven planning for AI agents.
codingagentsystem/cas
Search across CAS content (memories, tasks, rules, skills, code).
codingagentsystem/cas
Factory worker guide for task execution in CAS multi-agent sessions.
codingagentsystem/cas
Coding Agent System - unified memory, tasks, rules, and skills.
codingagentsystem/cas
How to store and retrieve persistent memories using CAS. An agent skill from codingagentsystem/cas.
codingagentsystem/cas
Quick startup checklist for factory supervisors. An agent skill from codingagentsystem/cas.
codingagentsystem/cas
How to track work using CAS tasks instead of built-in TodoWrite.
Works with
Categories
Factory supervisor guide for multi-agent EPIC orchestration. Cas Supervisor is an agent skill from codingagentsystem/cas. Factory supervisor guide for multi-agent EPIC orchestration.
Cas Supervisor fits situations like: acting as supervisor to plan EPICs; spawn and coordinate workers; monitor progress; merge completed work.
Run `npx skills add codingagentsystem/cas --skill cas-supervisor -a claude-code`. Or copy the skill folder (.claude/skills/cas-supervisor in codingagentsystem/cas) into .claude/skills/cas-supervisor in your project. Claude Code loads it when a task matches its description.
Run `npx skills add codingagentsystem/cas --skill cas-supervisor -a codex`. Or copy the skill folder (.claude/skills/cas-supervisor in codingagentsystem/cas) into .agents/skills/cas-supervisor 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 codingagentsystem/cas --skill cas-supervisor -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/cas-supervisor, .gemini/skills/cas-supervisor, .github/skills/cas-supervisor and .opencode/skills/cas-supervisor in your project.
Going by SKILL.md and its folder, Cas Supervisor needs the command-line tools its instructions call (git).
SKILL.md contains no URLs. Its commands use git, which can reach the network depending on how they are called. 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.
Cas Supervisor is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.8k tokens (SKILL.md is roughly 7.4k 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 Cas Supervisor: Puppetmaster Agent Orchestration (professorpalmer/Puppetmaster, 467 stars), Agtx Task Sweep (fynnfluegge/agtx, 1.7k stars), Run Wave (jpicklyk/task-orchestrator, 207 stars) and Agent Repo Init (study8677/repobrain, 1.3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
codingagentsystem (a GitHub organization) maintains it in codingagentsystem/cas, which has 176 GitHub stars. The repository holds 7 skills in this directory. The repository was last updated on March 12, 2026.
Source: codingagentsystem/cas on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.