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Reuven 25176801e9 feat(benchmarks): add Claude Code use case benchmark suite 
Comprehensive benchmark suite for evaluating RuvLTRA models on
Claude Code-specific tasks (not HumanEval/MBPP generic coding).

Routing Benchmark (96 test cases):
- 13 agent types: coder, researcher, reviewer, tester, architect,
  security-architect, debugger, documenter, refactorer, optimizer,
  devops, api-docs, planner
- Categories: implementation, research, review, testing, architecture,
  security, debugging, documentation, refactoring, performance, devops,
  api-documentation, planning, ambiguous
- Difficulty levels: easy, medium, hard
- Metrics: accuracy by category/difficulty, latency percentiles

Embedding Benchmark:
- Similarity detection: 36 pairs (high/medium/low/none similarity)
- Semantic search: 5 queries with relevance-graded documents
- Clustering: 5 task clusters (auth, testing, database, frontend, devops)
- Metrics: MRR, NDCG, cluster purity, silhouette score

CLI commands:
- `ruvllm benchmark routing` - Test agent routing accuracy
- `ruvllm benchmark embedding` - Test embedding quality
- `ruvllm benchmark full` - Complete evaluation suite

Baseline results (keyword router):
- Routing: 66.7% accuracy (needs native model for improvement)
- Establishes comparison point for model evaluation

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
2026-01-20 16:22:45 -05:00
..
cognitum-gate-kernel docs(mincut): Add ADR/DDC for Anytime-Valid Coherence Gate (#115) 2026-01-17 14:36:52 -05:00
cognitum-gate-tilezero docs(mincut): Add ADR/DDC for Anytime-Valid Coherence Gate (#115) 2026-01-17 14:36:52 -05:00
mcp-gate docs(mincut): Add ADR/DDC for Anytime-Valid Coherence Gate (#115) 2026-01-17 14:36:52 -05:00
micro-hnsw-wasm Feat/ruvector postgres v2 (#82) 2025-12-25 17:02:55 -05:00
profiling Reorganize repository structure 2025-11-19 20:53:37 +00:00
ruQu docs(ruqu): Update 'Try It in 5 Minutes' section 2026-01-17 19:42:51 +00:00
ruvector-attention Release v2.0.0: WASM support, multi-platform, performance optimizations 2026-01-19 10:09:40 -05:00
ruvector-attention-cli Release v2.0.0: WASM support, multi-platform, performance optimizations 2026-01-19 10:09:40 -05:00
ruvector-attention-node fix: Resolve 6 GitHub issues - ARM64 CI, SemanticRouter, SONA JSON, WASM fixes 2026-01-19 22:00:52 -05:00
ruvector-attention-unified-wasm Release v2.0.0: WASM support, multi-platform, performance optimizations 2026-01-19 10:09:40 -05:00
ruvector-attention-wasm Release v2.0.0: WASM support, multi-platform, performance optimizations 2026-01-19 10:09:40 -05:00
ruvector-bench Release v2.0.0: WASM support, multi-platform, performance optimizations 2026-01-19 10:09:40 -05:00
ruvector-cli Release v2.0.0: WASM support, multi-platform, performance optimizations 2026-01-19 10:09:40 -05:00
ruvector-cluster Release v2.0.0: WASM support, multi-platform, performance optimizations 2026-01-19 10:09:40 -05:00
ruvector-collections Release v2.0.0: WASM support, multi-platform, performance optimizations 2026-01-19 10:09:40 -05:00
ruvector-core security: comprehensive security hardening (ADR-012) 2026-01-20 15:48:47 -05:00
ruvector-dag feat(wasm): add 5 exotic AI WASM packages with npm publishing 2026-01-01 06:31:11 +00:00
ruvector-dag-wasm feat(dag-wasm): add minimal WASM build for browser/embedded 2025-12-29 23:35:37 +00:00
ruvector-economy-wasm docs(wasm): add comprehensive SEO-optimized README files for npm packages 2026-01-01 06:35:55 +00:00
ruvector-exotic-wasm docs(wasm): add comprehensive SEO-optimized README files for npm packages 2026-01-01 06:35:55 +00:00
ruvector-filter Release v2.0.0: WASM support, multi-platform, performance optimizations 2026-01-19 10:09:40 -05:00
ruvector-fpga-transformer feat: Add FPGA Transformer backend crates (#105) 2026-01-04 18:59:02 -05:00
ruvector-fpga-transformer-wasm feat: Add FPGA Transformer backend crates (#105) 2026-01-04 18:59:02 -05:00
ruvector-gnn Release v2.0.0: WASM support, multi-platform, performance optimizations 2026-01-19 10:09:40 -05:00
ruvector-gnn-node Release v2.0.0: WASM support, multi-platform, performance optimizations 2026-01-19 10:09:40 -05:00
ruvector-gnn-wasm Release v2.0.0: WASM support, multi-platform, performance optimizations 2026-01-19 10:09:40 -05:00
ruvector-graph Release v2.0.0: WASM support, multi-platform, performance optimizations 2026-01-19 10:09:40 -05:00
ruvector-graph-node Release v2.0.0: WASM support, multi-platform, performance optimizations 2026-01-19 10:09:40 -05:00
ruvector-graph-wasm Release v2.0.0: WASM support, multi-platform, performance optimizations 2026-01-19 10:09:40 -05:00
ruvector-hyperbolic-hnsw feat(hyperbolic-hnsw): Add Poincaré ball embeddings with HNSW integration (#114) 2026-01-15 10:58:08 -05:00
ruvector-hyperbolic-hnsw-wasm Release v2.0.0: WASM support, multi-platform, performance optimizations 2026-01-19 10:09:40 -05:00
ruvector-learning-wasm docs(wasm): add comprehensive SEO-optimized README files for npm packages 2026-01-01 06:35:55 +00:00
ruvector-math feat(math): Add ruvector-math crate with advanced algorithms (#109) 2026-01-11 12:01:40 -05:00
ruvector-math-wasm Release v2.0.0: WASM support, multi-platform, performance optimizations 2026-01-19 10:09:40 -05:00
ruvector-metrics docs: Add README files for all crates and update root README with crates table 2025-11-26 18:15:05 +00:00
ruvector-mincut Release v2.0.0: WASM support, multi-platform, performance optimizations 2026-01-19 10:09:40 -05:00
ruvector-mincut-gated-transformer feat: Implement all 6 ADRs for ruvector and ruvllm optimization 2026-01-18 16:52:15 -05:00
ruvector-mincut-gated-transformer-wasm style: run cargo fmt across all crates 2025-12-29 17:41:49 +00:00
ruvector-mincut-node Release v2.0.0: WASM support, multi-platform, performance optimizations 2026-01-19 10:09:40 -05:00
ruvector-mincut-wasm Release v2.0.0: WASM support, multi-platform, performance optimizations 2026-01-19 10:09:40 -05:00
ruvector-nervous-system chore(crates): add missing metadata for crates.io publishing 2025-12-29 19:19:26 +00:00
ruvector-nervous-system-wasm docs(wasm): add comprehensive SEO-optimized README files for npm packages 2026-01-01 06:35:55 +00:00
ruvector-node Release v2.0.0: WASM support, multi-platform, performance optimizations 2026-01-19 10:09:40 -05:00
ruvector-postgres fix(postgres): fix chrono and timestamp compilation errors 2025-12-30 18:02:13 +00:00
ruvector-raft Release v2.0.0: WASM support, multi-platform, performance optimizations 2026-01-19 10:09:40 -05:00
ruvector-replication Release v2.0.0: WASM support, multi-platform, performance optimizations 2026-01-19 10:09:40 -05:00
ruvector-router-cli Release v2.0.0: WASM support, multi-platform, performance optimizations 2026-01-19 10:09:40 -05:00
ruvector-router-core fix(ci): Fix formatting and workflow permission issues 2025-12-26 22:11:57 +00:00
ruvector-router-ffi Release v2.0.0: WASM support, multi-platform, performance optimizations 2026-01-19 10:09:40 -05:00
ruvector-router-wasm Release v2.0.0: WASM support, multi-platform, performance optimizations 2026-01-19 10:09:40 -05:00
ruvector-server Release v2.0.0: WASM support, multi-platform, performance optimizations 2026-01-19 10:09:40 -05:00
ruvector-snapshot Release v2.0.0: WASM support, multi-platform, performance optimizations 2026-01-19 10:09:40 -05:00
ruvector-sparse-inference perf(sparse-inference): 6x speedup with W2 transpose and SIMD activations 2026-01-05 05:07:42 +00:00
ruvector-sparse-inference-wasm feat: Add PowerInfer-style sparse inference engine with precision lanes (#106) 2026-01-04 23:40:31 -05:00
ruvector-tiny-dancer-core fix(ci): Fix formatting and workflow permission issues 2025-12-26 22:11:57 +00:00
ruvector-tiny-dancer-node Release v2.0.0: WASM support, multi-platform, performance optimizations 2026-01-19 10:09:40 -05:00
ruvector-tiny-dancer-wasm Release v2.0.0: WASM support, multi-platform, performance optimizations 2026-01-19 10:09:40 -05:00
ruvector-wasm Release v2.0.0: WASM support, multi-platform, performance optimizations 2026-01-19 10:09:40 -05:00
ruvllm feat(benchmarks): add Claude Code use case benchmark suite 2026-01-20 16:22:45 -05:00
ruvllm-cli fix: Rename package ruvllm-integration to ruvllm 2026-01-20 00:43:34 -05:00
ruvllm-wasm chore: sync all configuration and documentation updates 2026-01-20 15:21:49 -05:00
rvlite Release v2.0.0: WASM support, multi-platform, performance optimizations 2026-01-19 10:09:40 -05:00
sona security: comprehensive security hardening (ADR-012) 2026-01-20 15:48:47 -05:00