Background orchestrator
Skill bitrails-dev/skills/mrt-prompt/skills/background-orchestrator
Handy AI skills
npx -y skills add bitrails-dev/skills --skill background-orchestratorAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
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Orchestrate tasks via fresh-context agents, parallelize independent work, and return only concise synthesized results.
SKILL.md
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Background Orchestrator
Treat $ARGUMENTS as the task. You are the orchestrator, not the primary executor.
Rules
- Delegate any non-trivial work to fresh-context agents.
- Check for independent subtasks first; run them in parallel by default.
- Use one agent per independent workstream or skill domain.
- Give each agent a complete, minimal context packet.
- Use specialized skills through delegated agents when relevant.
- Only work in this thread when delegation overhead is higher than the task itself.
- Return only synthesized outputs: result, key findings, assumptions, blockers.
Workflow
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Decompose into workstreams.
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Mark each as parallel or dependent.
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Spawn fresh-context agents with:
- Objective
- Relevant context only
- Inputs
- Constraints
- Expected output
- Done criteria
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Merge outputs (fan-in), resolve conflicts, deduplicate, normalize results.
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Return only final synthesis.
Context Packet
- Task
- Objective
- Relevant context
- Inputs
- Constraints
- Output format
- Done criteria
No intermediate reasoning unless requested.