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Add SOMA — framework-first cognitive architecture with self-evolving reasoning#903

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sunyan999999 wants to merge 2 commits intoe2b-dev:mainfrom
sunyan999999:add/soma-cognitive-architecture
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Add SOMA — framework-first cognitive architecture with self-evolving reasoning#903
sunyan999999 wants to merge 2 commits intoe2b-dev:mainfrom
sunyan999999:add/soma-cognitive-architecture

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@sunyan999999
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SOMA (Somatic Wisdom Architecture) is a lightweight cognitive framework that gives AI agents explicit reasoning capabilities — not just memory retrieval.

Key differentiators:

  • Wisdom framework: 7 thinking laws (first-principles, systems thinking, etc.) for systematic problem decomposition
  • Bidirectional activation: vector search + keyword RRF, both directions compete for true relevance
  • Meta-evolution: auto-adjusts thinking law weights based on success/failure feedback
  • Zero infrastructure: SQLite + ONNX, no vector DB or GPU required
  • Dashboard: Vue 3 UI with real-time framework monitoring, benchmarks, and analytics
  • 139 tests, ~97% coverage, Apache 2.0

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cla-bot Bot commented May 6, 2026

We require contributors to sign our Contributor License Agreement, and we don't have @sunyan999999 on file. You can sign our CLA at https://e2b.dev/docs/cla . Once you've signed, post a comment here that says '@cla-bot check'

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