Audit an intent spec against the 25-item validation checklist and the 5 fatal anti-patterns from the intent-engineering skill. Provide either spec_text (raw spec) OR file_path (absolute path to a markdown or YAML file). For long inputs, use start_index + max_length to paginate; the response includes next_chunk_token when more content remains.

Return the appropriate intent-spec template (blank, Level-1 MVR, or full 9-section) with optional pre-filled objective_hint, autonomy_level, and agent_name. Use this when starting a new agent/skill or retrofitting an existing one.

Look at an existing prompt or SKILL.md and recommend the right retrofit level (L1-mvr / L2-structured / L3-full) with reasoning grounded in the intent-engineering skill's blast-radius / complexity / autonomy framework. Provide either skill_text (raw text) OR file_path (absolute path to an existing SKILL.md or prompt file).