Extracted abstract or opening context
## Summary Extended Tier 2 scoring to all 13 SEA skill entities. Built `tier2_scorer.py` with rich skill descriptions, hot/cold topic injection from state.json, and a 15-case validation suite covering every skill. Also built `tier1_router.py` (embedding-based fast routing) as the prerequisite Tier 1 component. All 13 profiles validate cleanly in dry-run mode.
## Changes - File: `[home-path]` — **created** (380 lines) - Scoring prompt template (battle-tested from SEA-0.2 benchmark) - Rich `SKILL_DESCRIPTIONS` dict for all 13 skills (derived from SKILL.md + state.json) - `score_skill()` / `score_skills()` — calls MiniMax with hot/cold topics from state.json - `_parse_score_json()` — robust JSON extraction with markdown/noise tolerance - `run_validation()` — 15-case suite testing all 13 skills against calibrated messages - `dry_run_profiles()` — offline validation of all skill profile loading - CLI: `--skill`, `--skills`, `--all`, `--validate`, `--dry-run`, `--json`
- File: `[home-path]` — **created** (220 lines) - Imports `load_embeddings()` + `call_ollama_embedding()` from embedding_indexer.py - `route_message()` — vectorized cosine similarity, returns ranked candidates with tier labels - `FAST_PASS_THRESHOLD = 0.6` for high-confidence fast routing - `run_validation()` — 15-case routing accuracy suite - CLI: `--message`, `--threshold`, `--top-k`, `--validate`, `--json`
| Skill | Description | Hot Topics | Cold Topics | Profile | |-------|-------------|------------|-------------|---------| | phi:veritas | Truth & intellectual integrity | truth-seeking, fact verification, discernment | intuition, revelation | OK | | phi:paradox | Contradictions & paradoxes | contradictions, assumption-challenging, ambiguity | hidden wisdom, tension | OK | | phi:metaphysical | Cosmic interconnectedness | interconnectedness, unity, cosmic harmony | vibrations, duality | OK | | art:creative | Idea generation & innovation | brainstorming, SCAMPER, innovation | mind mapping, creative feedback | OK | | art:convergent | Merging diverse ideas | merging ideas, consensus building, unification | collaborative synergy | OK | | art:divergent | Divergent thinking & branching | divergent thinking, multiple pathways | concept convergence | OK | | art:synthesis | Multi-method synthesis | triangulation, fractal/metaphor synthesis | hyper synthesis, causal synthesis | OK | | art:snark | Witty remarks & clever comebacks | witty remarks, game theory, strategic comm | payoff matrices, Nash equilibrium | OK | | art:movement | Embodied sensor-spatial interaction | embodied cognition, kinesthetic learning | gesture recognition | OK | | art:dj | Music composition & DJ | music composition, songwriting, soundscapes | genre blending | OK | | nav:nonlinear | Chaos navigation & uncertainty | chaos
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