metaskills

Shape a vague or underspecified request into a structured proposal with explicit assumptions and next action

Shape a vague or underspecified request into a structured proposal with explicit assumptions and next action

Surface tacit knowledge through Socratic questioning. Use when a user needs help articulating an idea they can sense but not yet express, or when deeper exploration of a concept would reveal unstated assumptions. Focuses on drawing out understanding rather than proposing solutions.

Create comprehensive, self-contained documentation for a codebase. Use when asked to prepare documentation for external consumption, export docs for AI tools, consolidate scattered documentation, or create a documentation package that can stand alone without source code access. Triggers include "prepare docs for", "export documentation", "consolidate docs", "create documentation package", or requests to make docs suitable for tools that cannot access source code.

Implement a feature from a wrkq task. Use when given a task ID to fetch requirements, implement the feature, and document the implementation.

Review inbox tasks and select highest priority work. Use when asked to check inbox, find next task, or start working on pending items.

Propose structured interpretations of underspecified requests. Use when a user's request is vague or incomplete but reasonable assumptions can be made. Rapidly prototypes intent by restating, structuring, and committing to a next action.

Ground-up conceptual modeling partner for complex systems. Use when asked to rethink a system's conceptual model, define core nouns and invariants, reconcile mismatched terms across APIs/UI, map lifecycles/edges, or create a shared vocabulary and boundaries for a refactor or redesign.

Shape and refine a wrkq task by ID. Use when given a task ID to analyze, clarify requirements, and update the task with a structured implementation approach.