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Advisor Orchestrator Worker

Splits large tasks across a strong advisor model and cheap worker models, then verifies results

Source Download skill
Repository
Shubhamsaboo/awesome-llm-apps
Stars
143,726
Licence
Apache-2.0
Files
5 files

What it does

It teaches the agent to act as a coordinator for a three-tier model team: it plans a large job, sends the plan to a stronger model for review, hands independent pieces to cheaper worker models running in parallel, checks each result, and then combines them. Once installed, the agent follows a fixed loop of frame, plan, review, delegate, verify, synthesize, and final review, instead of trying to do everything in one pass.

Great for

  • Developers building multi-model research or content pipelines who want a worked orchestration pattern
  • Users with a task too large for one model pass, such as researching many competitors at once
  • Teams that already have the Claude CLI and Antigravity (agy) or Gemini API keys set up

Skip it if

  • Single-file edits or simple questions, since the skill itself says one model pass is enough and the overhead is large
  • Sensitive or confidential data, because subtasks and briefs are sent to external model APIs over the network
  • Users without the required CLIs or API keys, who would hit the degraded mode and lose the isolation the design relies on

Try asking

  • “Research a dozen competitors in parallel and have a stronger model review the plan before the workers run”
  • “Fan this out: generate forty product descriptions with cheap workers and verify each one”
  • “Run an advisor-worker loop to split this migration analysis across a model team”
Step-by-step guide: how to use Advisor Orchestrator WorkerInstall, first run, examples, tips and FAQs

Install in 3 steps

  1. 1

    Download the skill

    The ZIP contains the 5 original files, the Apache-2.0 licence and an attribution note.

    advisor-orchestrator-worker.zip
  2. 2

    Add it to your agent

    Claude Code (all projects)

    mkdir -p ~/.claude/skills && unzip advisor-orchestrator-worker.zip -d ~/.claude/skills/

    Claude Code / Agent SDK (this project only)

    mkdir -p .claude/skills && unzip advisor-orchestrator-worker.zip -d .claude/skills/

    Claude apps (web/desktop): Settings → Capabilities → Skills → Upload skill, and choose the ZIP.

  3. 3

    Ask for the task

    No special command needed — the agent reads the skill's description and loads it when your request matches. Try one of the prompts above.

Get better results

  • Set a clear budget and success criteria at the start so spending stays visible and bounded
  • Keep subtasks self-contained with inline inputs, since workers have no shared context
  • Check which CLIs and keys are available before starting, so you know which fallbacks will apply

What's inside

  • README.md
  • references/advisor-consult.md
  • references/fallbacks.md
  • references/worker-brief.md
  • SKILL.md

Redistributed unmodified from Shubhamsaboo/awesome-llm-apps under the Apache-2.0 licence. The assessment was drafted with AI from the skill's files on 2026-10-29. Skills can instruct your agent to run code — read SKILL.md and any scripts before installing.