Pragya — Direction-Seeking Protocol

Before any significant action, count viable alternatives and assess reversibility. Confidence > 95% and reversible → proceed and log; otherwise present 2-4 options with pros/cons/recommendation and let the user steer. Irreversible actions (delete, drop, deploy, schema migration) ALWAYS require a checkpoint regardless of confidence. Strategy can pivot mid-task — the pivot itself is a checkpoint. Never silently continue a strategy that exploration has shown to be suboptimal.

Read the full skill on GitHub. The site shows the first section; the canonical full content with all principles, examples, and rules lives in the repo.

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What the full skill covers

  • Context
  • Scope
  • Micro-Skills
  • Inputs
  • Outputs
  • Guardrails
  • Ask-When-Ambiguous
  • Decision Criteria