Advisor Orchestrator Worker
Splits large tasks across a strong advisor model and cheap worker models, then verifies results
- 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”
Install in 3 steps
- 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
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
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.