Claude
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6cda222d88
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docs: Add comprehensive ruvector-attention implementation plan
Complete SPARC methodology implementation plan for the ruvector-attention
crate with 15-agent swarm execution outputs.
## SPARC Methodology Documents (6 files, ~375KB):
### 01-specification.md
- 10 attention mechanisms (Scaled Dot-Product, Multi-Head, Hyperbolic,
Sparse, Linear, Flash, Edge-Featured, RoPE, MoE, Cross-Attention)
- Performance targets: <200ms p95 @ 1K neighbors
- 20-week implementation timeline
### 02-architecture.md
- Unified attention framework with trait hierarchy
- Module dependencies and data flow
- Platform architecture (WASM, NAPI-RS, CLI)
- SIMD and performance optimization design
### 03-pseudocode.md
- Complete algorithmic specifications for all attention types
- Complexity analysis (time/space)
- Training procedures (InfoNCE, curriculum, hard negatives)
### 04-swarm-implementation.md
- Hierarchical topology: 1 Queen + 22 workers in 8 teams
- 5-phase execution plan (18 weeks)
- Agent communication protocol with memory coordination
### 05-testing-benchmarks.md
- Testing pyramid (70% unit, 25% integration, 5% E2E)
- Criterion benchmark suite
- Performance targets and regression detection
### 06-platform-bindings.md
- WASM with wasm-bindgen
- NAPI-RS for Node.js 18/20/22
- CLI with clap (compute, benchmark, serve, repl)
- SDK design (Rust, TypeScript, Python)
## 15-Agent Swarm Outputs (agents/, ~690KB):
| Agent | Focus | Output |
|-------|-------|--------|
| 01 | Core Attention | Traits, ScaledDot, MultiHead |
| 02 | Hyperbolic | Poincaré ball, Möbius ops |
| 03 | Sparse | Local+Global, Linear, Flash |
| 04 | Graph | Edge-Featured, RoPE, DualSpace |
| 05 | MoE | Router, experts, load balancing |
| 06 | Training | Losses, optimizers, curriculum |
| 07 | WASM | wasm-bindgen bindings |
| 08 | NAPI-RS | Node.js native bindings |
| 09 | CLI | clap commands, HTTP server |
| 10 | SDK | Rust, TypeScript, Python APIs |
| 11 | Unit Tests | Comprehensive test suite |
| 12 | Integration | Cross-crate testing |
| 13 | Benchmarks | Criterion performance suite |
| 14 | SIMD | AVX2, NEON, WASM SIMD |
| 15 | CI/CD | GitHub Actions workflows |
Total: 21 files, ~1MB of production-ready implementation plans
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2025-11-30 03:57:40 +00:00 |
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