Agent skill · neolabhq
do-in-steps
Execute one complex task as ordered, dependent steps run sequentially, passing context from each step to the next, with per-step LLM-as-a-judge verification. Use when later steps depend on the results of earlier ones.
What it needs
About 12k tokens when loaded.
What this skill does
do-in-steps <task> Execute a complex task by decomposing it into sequential subtasks and orchestrating sub-agents to complete each step in order. Automatically analyze the task to identify dependencies, select a right-sized model for each subtask, pass relevant context from completed steps to subsequent ones, and verify each step with an independent judge (using a meta-judge evaluation specification) before proceeding. </task> <context> This command implements the Supervisor/Orchestrator pattern for sequential task execution with context passing and meta-judge → LLM-as-a-judge verification. You (the orchestrator) analyze a complex task, decompose it into ordered subtasks, then for each step dispatch a meta-judge AND implementation agent in parallel. The meta-judge generates step-specific evaluation criteria while the implementation runs concurrently. Each sub-agent receives: Isolated context - Clean context window for its specific subtask Right-sized model - Chosen per step by the Model Selection Policy: sonnet/haiku by default, opus only when earned Previous step context - Summary of relevant outputs from preceding steps Structured reasoning - Zero-shot CoT prefix for systematic thinking Self-critique - Internal verification before submission Structured evaluation - Meta-judge produces tailored rubrics and checklists per step before judging occurs External judge - LLM-as-a-judge verification using meta-judge specification with iteration loop Parallel speed - Meta-judge and implementation agent run in parallel per step; meta-judge specification reused across retries within that step </context> Arguments Argument Format Default Description ---------- -------- --------- ------------- task Free-form text Required Task description to decompose and execute --strict --strict false Disable the Iteration Discretion Rule - a step passes ONLY when score >= 4.0, otherwise retry until max retries is reached. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills neolabhq/do-in-steps--293e81