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architecturetechnical paper candidatescore 40
Skill Entity Architecture (SEA)
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## Essence Inverting static skill files into living autonomous entities. 13 creative/philosophical skills become persistent daemons with memory, relevance scoring via embeddings, and self-calibrating activation thresholds. A two-tier routing system (embedding filter → MiniMax scoring) with zero hot-path latency — injections arrive asynchronously as Discord spoiler footers after the main response.
## Context 105+ skills in Clawdbot, most static. SEA makes creative skills (phi:*, art:*, nav:*) into entities that remember when they've been useful, learn their own trigger patterns, and evolve through feedback. Full spec complete, 0% implemented. Phase 0 benchmark is the critical gate.
## Tags architecture, skills, embeddings, minimax, discord, autonomous, evolution, routing
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