OMA Multi-Agent Orchestrator
first-fluke/oh-my-agent
Splits a complex feature into prioritized tasks, spawns specialist CLI subagents in parallel, tracks them through shared memory and verifies each result.
Coordinates several coding agents in parallel through the Superset CLI, each in its own workspace, with a dependency table, bounded worker prompts and structured results.
Install Superset Agent Orchestration
$ npx skills add superset-sh/superset --skill orchestrate -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install superset-sh/superset orchestrate --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/superset-sh/superset.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/superset/skills/orchestrate .claude/skills/orchestrate && 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 "orchestrate" agent skill from https://github.com/superset-sh/superset/tree/main/plugins/superset/skills/orchestrate into .claude/skills/orchestrate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "orchestrate", 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/superset-sh/superset/tree/main/plugins/superset/skills/orchestrateType 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 superset-sh/superset --skill orchestrate -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install superset-sh/superset orchestrate --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/superset-sh/superset.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/superset/skills/orchestrate .agents/skills/orchestrate && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "orchestrate" agent skill from https://github.com/superset-sh/superset/tree/main/plugins/superset/skills/orchestrate into .agents/skills/orchestrate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "orchestrate", 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 superset-sh/superset --skill orchestrate -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install superset-sh/superset orchestrate --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/superset-sh/superset.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/superset/skills/orchestrate .cursor/skills/orchestrate && 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 "orchestrate" agent skill from https://github.com/superset-sh/superset/tree/main/plugins/superset/skills/orchestrate into .cursor/skills/orchestrate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "orchestrate", 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/superset-sh/superset.git --path plugins/superset/skills/orchestrate--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 superset-sh/superset --skill orchestrate -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install superset-sh/superset orchestrate --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/superset-sh/superset.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/superset/skills/orchestrate .gemini/skills/orchestrate && 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 "orchestrate" agent skill from https://github.com/superset-sh/superset/tree/main/plugins/superset/skills/orchestrate into .gemini/skills/orchestrate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "orchestrate", 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 superset-sh/superset orchestrateInstalls 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 superset-sh/superset --skill orchestrate -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/superset-sh/superset.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/superset/skills/orchestrate .github/skills/orchestrate && 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 "orchestrate" agent skill from https://github.com/superset-sh/superset/tree/main/plugins/superset/skills/orchestrate into .github/skills/orchestrate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "orchestrate", 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 superset-sh/superset --skill orchestrate -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install superset-sh/superset orchestrate --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/superset-sh/superset.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/superset/skills/orchestrate .opencode/skills/orchestrate && 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 "orchestrate" agent skill from https://github.com/superset-sh/superset/tree/main/plugins/superset/skills/orchestrate into .opencode/skills/orchestrate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "orchestrate", 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.
Facts
- Skill name
orchestrate- GitHub stars
- 15k
- Token cost
- ~1.9k tokens
- SKILL.md length
- 823 words
- Files
- 2
- Skills in repo
- 47
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Coordinates several coding agents in parallel through the Superset CLI, each in its own workspace, with a dependency table, bounded worker prompts and structured results.
- Works in 4 steps: Run superset auth whoami --json. → Run superset terminals --help and… → If those commands are absent, run… → …
- Splitting a large coding job across parallel agents in separate workspaces
- SKILL.md covers Establish the control surface, Plan the work, Define the worker protocol and Dispatch workers, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
The agent acts as coordinator while Superset supplies session transport. It first confirms the control surface with `superset auth whoami --json`, then checks that `superset terminals` offers `list`, `read`, `send` and `close`, running `superset update` if not and never inventing substitute commands. It resolves the host, agent and workspace through the `hosts`, `agents` and `workspaces` list commands, passes the workspace explicitly, and avoids `--agent superset`, which creates a chat session that terminal commands cannot control.
Planning means keeping a compact table in the coordinator's own context with task, dependencies, workspace, host, terminal session ID, status (pending, ready, running, completed, blocked or failed) and result. Independent tasks and shallow dependency chains are preferred, parallel editing gets separate workspaces or branches, and Superset organization tasks are left alone unless you ask. Each worker receives a bounded prompt with a task ID, objective, file scope, acceptance criteria, verification commands, needed findings, a warning against widening scope and a completion envelope.
When your agent uses it
- Splitting a large coding job across parallel agents in separate workspaces
- Monitoring worker agents and reading their progress
- Handing work from one agent to another with dependencies tracked
Example prompts
- “Spin up one agent per package to fix these three lint failures in parallel.”
- “What are my workers doing right now?”
- “Run these four refactors in parallel and report back with a combined summary.”
Requirements
- The Superset CLI, signed in, with `superset terminals` support
- A host and a terminal-capable agent configured in Superset
- Pre-approved tools (allowed-tools): Bash(superset:*)
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- Run superset auth whoami --json.
- Run superset terminals --help and require list, read, send, and close.
- If those commands are absent, run superset update and recheck. Do not invent or substitute unsupported orchestration commands.
- Resolve the workspace, host, and terminal-capable agent before dispatching
What it can do on your machine
Read from SKILL.md and the folder at commit 5021353. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
Bash(superset:*)
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md (its code samples are bash).
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Superset Agent Orchestration loads about 1.9k tokens when it runs. Until then it costs about 129 tokens; SKILL.md has 823 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.
Safety
Auto-check passed
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.
SKILL.md
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 823 words (~1,935 tokens).
“Coordinate terminal agents with Superset's workspace, agent, and terminal commands. Treat this as a coordinator-driven protocol: Superset provides session transport, while the coordinator owns task dependencies and completion state.”
- name
- orchestrate
- allowed-tools
- Bash(superset:*)
- argument-hint
- the work to split up and coordinate
Files
SKILL.md and 1 other file in plugins/superset/skills/orchestrate of superset-sh/superset.
- SKILL.md
- agents/openai.yaml
Open the folder on GitHubat commit 5021353
Compare with similar skills
Superset Agent Orchestration 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 |
|---|---|---|---|---|---|---|
| Superset Agent Orchestration this skillsuperset-sh/superset | 15k | — | ~1.9k | Automated safety check: Pass | Custom licence | |
| OMA Multi-Agent Orchestratorfirst-fluke/oh-my-agent | 1.3k | — | ~3.1k | Automated safety check: Pass | MIT | |
| Swarm Parallel Dispatchlangchain-ai/langchain-skills | 1.3k | — | ~3k | Automated safety check: Pass | MIT | |
| Cursor Orchestratecursor/plugins | 10k | — | ~1.1k | Automated safety check: Pass | None | |
| Launching Agent Teamslexler/skill-factory | 239 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | |
| Agents Project Coordinatorasgeirtj/system_prompts_leaks | 69k | — | ~2.9k | Automated safety check: Pass | CC0-1.0 |
Similar skills
- Official
Swarm Parallel Dispatch
langchain-ai/langchain-skills
Fans a list of independent items out to subagents in parallel, merges the results back into a table and supports retrying only the rows that failed.
- Official
Cursor Orchestrate
cursor/plugins
Splits a large goal into a tree of parallel Cursor cloud agents, with planners, workers and verifiers coordinated by a script and reporting through structured handoffs.
Launching Agent Teams
lexler/skill-factory
Plans and launches Claude Code agent teams with distinct roles, right-sized tasks and detailed spawn prompts, and says when subagents or worktrees fit better.
Agents Project Coordinator
asgeirtj/system_prompts_leaks
Runs a goal as a project in which the agent coordinates separate agent threads, judging when to split the work, and interviews you first when nothing can be verified.
Team Agent Pipeline
zereight/gitlab-mcp
Spawns a chosen number of coordinated agents on a shared task list and runs them through plan, requirements, execution, verification and fix stages.
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Related
Categories
Questions about Superset Agent Orchestration
What does Superset Agent Orchestration do?
Coordinates several coding agents in parallel through the Superset CLI, each in its own workspace, with a dependency table, bounded worker prompts and structured results. The agent acts as coordinator while Superset supplies session transport. It first confirms the control surface with `superset auth whoami --json`, then checks that `superset terminals` offers `list`, `read`, `send` and `close`, running `superset update` if not and never inventing substitute commands.
When should I use Superset Agent Orchestration?
Superset Agent Orchestration fits situations like: splitting a large coding job across parallel agents in separate workspaces; monitoring worker agents and reading their progress; handing work from one agent to another with dependencies tracked.
How do I install Superset Agent Orchestration in Claude Code?
Run `npx skills add superset-sh/superset --skill orchestrate -a claude-code`. Or copy the skill folder (plugins/superset/skills/orchestrate in superset-sh/superset) into .claude/skills/orchestrate in your project. Claude Code loads it when a task matches its description.
How do I install Superset Agent Orchestration in Codex?
Run `npx skills add superset-sh/superset --skill orchestrate -a codex`. Or copy the skill folder (plugins/superset/skills/orchestrate in superset-sh/superset) into .agents/skills/orchestrate in your project. Codex loads it when a task matches its description.
Can I use Superset Agent Orchestration in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add superset-sh/superset --skill orchestrate -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/orchestrate, .gemini/skills/orchestrate, .github/skills/orchestrate and .opencode/skills/orchestrate in your project.
What does Superset Agent Orchestration need to run?
SKILL.md names no scripts, command-line tools or credentials: Superset Agent Orchestration is instructions for the agent only. Our summary lists: The Superset CLI, signed in, with `superset terminals` support; A host and a terminal-capable agent configured in Superset. Its frontmatter pre-approves these tools: Bash(superset:*).
Does Superset Agent Orchestration access the network?
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.
Is Superset Agent Orchestration safe to install?
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.
What licence does Superset Agent Orchestration use?
Superset Agent Orchestration has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Superset Agent Orchestration use?
About 1.9k tokens (SKILL.md is roughly 7.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Superset Agent Orchestration?
Skills that share tags, products or a category with Superset Agent Orchestration: OMA Multi-Agent Orchestrator (first-fluke/oh-my-agent, 1.3k stars), Swarm Parallel Dispatch (langchain-ai/langchain-skills, 1.3k stars), Cursor Orchestrate (cursor/plugins, 10k stars) and Launching Agent Teams (lexler/skill-factory, 239 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Superset Agent Orchestration?
superset-sh (a GitHub organization) maintains it in superset-sh/superset, which has 15,013 GitHub stars. The repository holds 47 skills in this directory. The repository was last updated on October 9, 2026.
Source: superset-sh/superset on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.