agent-launcher-orchest…
Use when a user wants to build, launch, grade, or schedule a Claude Managed Agent (CMA) in their own Anthropic account — "build me an agent", "launch this as a…
Create a new AgentHub collaboration session with task, agent count, and evaluation criteria. Use when the user runs /hub:hub-init or asks to start a multi-agent competition on a task.
$ npx -y skills add alirezarezvani/claude-skills --skill hub-init --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/hub-initContext preview
The summary Claude sees to decide when to auto-load this skill.
Create a new AgentHub collaboration session with task, agent count, and evaluation criteria. Use when the user runs /hub:hub-init or asks to start a multi-agent competition on a task.
name: "hub-init" description: "Create a new AgentHub collaboration session with task, agent count, and evaluation criteria. Use when the user runs /hub:hub-init or asks to start a multi-agent competition on a task." command: /hub:hub-init
Initialize an AgentHub collaboration session. Creates the `.agenthub/` directory structure, generates a session ID, and configures evaluation criteria.
/hub:hub-init # Interactive mode /hub:hub-init --task "Optimize API" --agents 3 --eval "pytest bench.py" --metric p50_ms --direction lower /hub:hub-init --task "Refactor auth" --agents 2 # No eval (LLM judge mode)
Pass them to the init script:
python {skill_path}/scripts/hub_init.py \
--task "{task}" --agents {N} \
[--eval "{eval_cmd}"] [--metric {metric}] [--direction {direction}] \
[--base-branch {branch}]Collect each parameter:
1. **Task** — What should the agents do? (required) 2. **Agent count** — How many parallel agents? (default: 3) 3. **Eval command** — Command to measure results (optional — skip for LLM judge mode) 4. **Metric name** — What metric to extract from eval output (required if eval command given) 5. **Direction** — Is lower or higher better? (required if metric given) 6. **Base branch** — Branch to fork from (default: current branch)
AgentHub session initialized Session ID: 20260317-143022 Task: Optimize API response time below 100ms Agents: 3 Eval: pytest bench.py --json Metric: p50_ms (lower is better) Base branch: dev State: init Next step: Run /hub:spawn to launch 3 agents
For content or research tasks (no eval command → LLM judge mode):
AgentHub session initialized Session ID: 20260317-151200 Task: Draft 3 competing taglines for product launch Agents: 3 Eval: LLM judge (no eval command) Base branch: dev State: init Next step: Run /hub:spawn to launch 3 agents
If `--eval` was provided, capture a baseline measurement after session creation:
1. Run the eval command in the current working directory 2. Extract the metric value from stdout 3. Append `baseline: {value}` to `.agenthub/sessions/{session-id}/config.yaml` 4. Display: `Baseline captured: {metric} = {value}`
This baseline is used by `result_ranker.py --baseline` during evaluation to show deltas. If the eval command fails at this stage, warn the user but continue — baseline is optional.
Tell the user:
388 production-ready Claude Code skills, plugins, and agent skills for 13 AI coding tools. The most comprehensive open-source library of Claude Code skills and agent plugins — also works with OpenAI Codex, Gemini CLI, Cursor, and 9 more coding agents.
Repo: alirezarezvani/claude-skills
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