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v1.2.0: Self-Learning Taste Engine & Decentralized Swarm Intelligence

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@github-actions github-actions released this 08 Oct 13:31
· 17 commits to main since this release
v1.2.0
a110315

Pixasso v1.2.0: Self-Learning Taste Engine, Decentralized Swarm Intelligence & 9 MCP Tools

Pixasso v1.2.0 introduces the autonomous self-learning taste layer, decentralized community token seeding, and multi-provider zero-cost inference routing.

Highlights & Key Additions

1. Self-Learning Taste Engine & Exploration Layer

  • Autonomous Aesthetic Exploration: Explores unconventional aesthetics beyond static training data, generating tailored design worlds.
  • Zero-Cost Multi-Provider Inference Router: Tiered fallback pipeline prioritizing NVIDIA NIM (Nemotron 3 Ultra 550B), OpenRouter free models, Cloudflare Workers AI, and 12 foundational offline design movements. Zero API keys required for end users.

2. Decentralized Taste Swarm Intelligence

  • Community-Seeded Design Tokens: Allows distributed nodes to contribute anonymized design tokens (typography pairings, palettes, layout geometries, motion curves, Web Audio frequencies).
  • Cloudflare D1 & KV Architecture: Serverless SQL storage in Cloudflare D1 (pixasso-taste-db) paired with edge-cached bundle compilation in Cloudflare KV (taste:swarm:bundle).
  • Cryptographic Deduping & Quality Scoring: Autonomous evaluation heuristics filter noise and rank top aesthetic paradigms.
  • Strict Privacy & Consent Gate: Explicit opt-in modal (ask_question) prevents unauthorized contribution.

3. Two New MCP Tools (9 Total)

  • pixasso_explore_taste: Query and filter curated movements and community seeds by keyword, movement name, or frontend archetype.
  • pixasso_seed_taste: Evaluate and seed high-quality design tokens to the decentralized swarm.

4. Living Memory Showcase

  • Daily Autonomous Harvester: Cloudflare Cron triggers recompile the top aesthetic clusters daily.
  • README & Website Integration: Automated daily GitHub Action syncs the live topological Mermaid decision map into README.md and the live site at https://pixasso.erebuzzz.tech.

5. Developer Experience & Key Ingestion CLI

  • npm run keys:ingest: Secure interactive terminal CLI with masked keystrokes for ingesting optional NVIDIA NIM and OpenRouter keys into local development (.dev.vars) and Cloudflare Worker production secrets.
  • 100% Protocol Test Coverage: Verified all 9 tools across stdio JSON-RPC and Streamable HTTP.
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