Orchestration loop - plan, delegate to parallel workers, verify, synthesize - with a premium advisor consulted off the hot path. The session model orchestrates, fan-out runs as Agent calls against two pinned subagents (reader on sonnet for read-only gathering, worker on opus for anything that changes the tree), and the advisor agent (model fable) is pulled in for decomposition critique, risk, and taste. MUST be used whenever the user asks to run something as a loop, orchestrate, fan out, or delegate to workers ("run this as a meta loop", "orchestrate this", "fan this out with an advisor", "use cheap workers for the leg work"), whenever a requested task visibly splits into three or more independent subtasks, and for any mid-loop situation: verifying a worker's returned result against its claims, re-delegating a rejected subtask, or critiquing a decomposition before fan-out. Also on "/meta-loop". Not for single-file or single-step tasks.
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
Skills1CategoryGeneralStars0
About this skill
Orchestration loop - plan, delegate to parallel workers, verify, synthesize - with a premium advisor consulted off the hot path. The session model orchestrates, fan-out runs as Agent calls against two pinned subagents (reader on sonnet for read-only gathering, worker on opus for anything that changes the tree), and the advisor agent (model fable) is pulled in for decomposition critique, risk, and taste. MUST be used whenever the user asks to run something as a loop, orchestrate, fan out, or delegate to workers ("run this as a meta loop", "orchestrate this", "fan this out with an advisor", "use cheap workers for the leg work"), whenever a requested task visibly splits into three or more independent subtasks, and for any mid-loop situation: verifying a worker's returned result against its claims, re-delegating a rejected subtask, or critiquing a decomposition before fan-out. Also on "/meta-loop". Not for single-file or single-step tasks.
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Orchestration loop - plan, delegate to parallel workers, verify, synthesize - with a premium advisor consulted off the hot path. The session model orchestrates, fan-out runs as Agent calls against two pinned subagents (`reader` on sonnet for read-only gathering, `worker` on opus for anything that changes the tree), and the advisor agent (model fable) is pulled in for decomposition critique, risk, and taste. MUST be used whenever the user asks to run something as a loop, orchestrate, fan out, or delegate to workers ("run this as a meta loop", "orchestrate this", "fan this out with an advisor", "use cheap workers for the leg work"), whenever a requested task visibly splits into three or more independent subtasks, and for any mid-loop situation: verifying a worker's returned result against its claims, re-delegating a rejected subtask, or critiquing a decomposition before fan-out. Also on "/meta-loop". Not for single-file or single-step tasks.
About this listing
Category
General
Reported license
MIT
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLI