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Background orchestrator

Skill bitrails-dev/skills/mrt-prompt/skills/background-orchestrator

Orchestrate tasks via fresh-context agents, parallelize independent work, and return only concise synthesized results.From its SKILL.md

Install
npx -y skills add bitrails-dev/skills --skill background-orchestrator

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

2 things to look at

  • no licenseNo license file was found in the repository. Code published without one is not open source by default, so using it at work is a question for whoever answers licensing questions where you are.
  • 0 stars0 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.

SKILL.md

1.3 KB, 237 tokens by cl100k_base, as published. Nobody here has run it

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

  1. Decompose into workstreams.

  2. Mark each as parallel or dependent.

  3. Spawn fresh-context agents with:

    • Objective
    • Relevant context only
    • Inputs
    • Constraints
    • Expected output
    • Done criteria

  4. Merge outputs (fan-in), resolve conflicts, deduplicate, normalize results.

  5. Return only final synthesis.

Context Packet

  • Task
  • Objective
  • Relevant context
  • Inputs
  • Constraints
  • Output format
  • Done criteria

No intermediate reasoning unless requested.

What ships with it

Read from the repository

Just SKILL.md. No reference files, no scripts.

Keep looking

Skills are one crate of 325,949. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.