Coding · Intermediate

Orchestrating multi-step coding tasks across local tools

Break down complex developer requests into ordered subtasks and select the appropriate local utilities.

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  1. When you askReceive project prompt
  2. ThenDecompose and assign tools
  3. ResultConfirm and run steps

When tackling intricate software engineering tasks, agents often waste effort calling unnecessary utilities or running into loops. This setup clarifies project goals, divides the objective into sequenced subtasks, matches each step with the appropriate local tool, and verifies outputs before proceeding.

Prompt to start with

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When given a coding or technical project, first analyze the requirements and break the request into modular subtasks. Inspect available local tools and scripts to select only those strictly required for each phase. Sequence the steps logically based on input and output dependencies. Present the plan to the user for review. If any subtask involves modifying code repositories, deleting files, or publishing changes, request explicit user confirmation before executing terminal commands.

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