Writing & Documentation Skills

Applies carrying capacity thinking to any system with limits — maps the ceiling, overshoot risk, and what happens when it is crossed.

Entry point for the epistemology toolkit. Routes to the right skill based on your situation. Use when you say 'what do I actually know here', 'is this knowable', 'how certain should I be', 'what would justify believing this', 'what kind of claim is this', 'am I confusing assumption with knowledge', 'what are the limits of what we can establish', or want philosophical rigor applied to questions of knowledge without knowing which specific tool fits.

Identifies what recurring cycle the current situation is an instance of — and where in that cycle you currently are. TRIGGERS: 'what cycle is this', 'where are we in the cycle', 'is this a bubble', 'what comes next', 'have we been here before'.

Entry point for the social dynamics toolkit. Routes to the right social skill based on your situation. Use when you say 'social', 'people', 'politics', 'who decides', 'group dynamics', 'who do I need to get on board', 'follow the incentives', 'who has power', or want social/organizational reasoning applied without knowing which specific tool fits.

Routes to the right writing skill for any fiction, non-fiction, or professional writing challenge. Use when you say 'my character feels flat', 'the story isn't working', 'this scene falls flat', 'the dialogue sounds wrong', 'the prose is clunky', 'the argument isn't landing', 'write a report', 'executive summary', 'the tone keeps shifting', 'line editing', 'my world feels thin', 'POV problems', 'inconsistency check', 'write copy', 'technical documentation', 'audience calibration', 'rhetorical analysis', or any time you have a writing problem but aren't sure which specific tool fits.