Skill selection was in Rust (SkillSelector in loop_engine.rs) — now it's
in the Python orchestrator where the self-improvement mission can evolve it.
Rust provides data access via two new host functions:
- __list_skills__() — loads DocType::Skill MemoryDocs from Store
- __record_skill_usage__(doc_id, success) — confidence tracking
Python orchestrator handles everything else:
- score_skill() — keyword/tag/confidence scoring (~40 lines)
- select_skills() — budget-aware top-N selection (~15 lines)
- format_skills() — XML block injection into system prompt (~20 lines)
- Injection at step 0 with active_skill_ids stored in state
Removed from Rust:
- SkillSelector field + builder on ExecutionLoop and ThreadManager
- format_skills_section() from prompt.rs
- Rust-side skill injection block in loop_engine.rs
- SkillSelector wiring in bridge/router.rs
E2E test updated: skills stored in TestStore, Python orchestrator
finds them via __list_skills__() and injects based on goal keywords.
Co-Authored-By: Claude Opus 4.6 (1M context) <[email protected]>
