goal-meta-skill

To convert vague requirements into structured agent commands for Claude Code, this Skill transforms ambiguous user requests into verifiable, bounded goal contracts. It defines outcome-based objectives, write boundaries, and explicit stop conditions to ensure safe execution.

The best way to prevent scope creep with Codex agents is to enforce turn-based bounding clauses and transcript-visible proof requirements. This Skill injects these safety guardrails automatically, ensuring the agent stops and asks for human input when necessary.

You write executable goal commands with verification evidence by specifying outcome-based objectives and requiring transcript-visible proof. This Skill generates these structured /goal instructions, embedding iteration policies and verification criteria directly into the prompt.

Yes, this goal generation approach works with both Claude Code and Codex platforms. It provides platform-specific goal generation, creating optimized /goal instructions tailored to the distinct execution environments of each AI agent platform.

AI agents fail or lose focus on open-ended software engineering tasks due to vague, unmanageable instructions lacking explicit stop or pause conditions. This Skill solves this by structuring tasks into verifiable goal contracts with strict write boundaries.

Yes, you need Python installed to run the scripts that generate structured goal contracts. The Skill relies on Python components to transform ambiguous requirements into precise, executable /goal commands with safety guardrails.