Orchestrator — Mid-Task Skill Injection

Tracks active domain keywords as the task evolves. On a sustained domain shift (cluster of 3+ new keywords that don't match the active domain), proposes loading a relevant skill via a pragya checkpoint. Never auto-loads — the human always decides. At most two injection suggestions per task to avoid checkpoint fatigue. Declined suggestions are not re-raised unless the context deepens further. If disabled, librarian and pragya still work; only mid-task injection is lost.

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.

View full SKILL.md on GitHub ›

What the full skill covers

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