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