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23f7624596
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ruflo-ruvllm
RuVLLM local inference with chat formatting, model configuration, MicroLoRA fine-tuning, and SONA real-time adaptation.
Install
/plugin marketplace add ruvnet/ruflo
/plugin install ruflo-ruvllm@ruflo
Features
- Model configuration: Generate optimal configs for local inference
- MicroLoRA: Task-specific fine-tuning with lightweight adapters
- SONA adaptation: Real-time neural adaptation (<0.05ms)
- Chat formatting: Multi-provider prompt formatting (Claude, GPT, Gemini, Ollama, Cohere)
- HNSW routing: Context retrieval for RAG pipelines (≤11 hot patterns; for large-corpus search see
ruflo-agentdbembeddings_search)
Commands
/ruvllm-- Model status, adapters, and provider availability
Skills
llm-config-- Configure models, MicroLoRA, and SONAchat-format-- Format prompts for different LLM providers
Compatibility
- CLI: pinned to
@claude-flow/cliv3.6 major+minor. - Verification:
bash plugins/ruflo-ruvllm/scripts/smoke.shis the contract.
Cross-plugin tool ownership
This plugin shares the ruvllm_* MCP family with two sibling plugins. Each tool group has a canonical owner; this plugin is the entry point for LLM-config + chat formatting:
| Tool group | Canonical owner | This plugin's role |
|---|---|---|
ruvllm_sona_create, ruvllm_sona_adapt |
ruflo-intelligence ADR-0001 (4-step pipeline DISTILL phase) | Surfaces SONA in llm-config skill |
ruvllm_microlora_create, ruvllm_microlora_adapt |
ruflo-intelligence ADR-0001 (DISTILL + CONSOLIDATE phases via --consolidate flag) |
Surfaces MicroLoRA in llm-config skill |
ruvllm_hnsw_create, ruvllm_hnsw_add, ruvllm_hnsw_route |
ruflo-agentdb ADR-0001 (WASM router, ≤11 patterns — distinct from large-corpus embeddings_search) |
References from chat-format for context routing |
Source: v3/@claude-flow/cli/src/mcp-tools/ruvllm-tools.ts:142, 169, 192, 222 (SONA + MicroLoRA) and :57-58 (HNSW WASM router with ~11 patterns cap).
Namespace coordination
This plugin owns the ruvllm-config AgentDB namespace (kebab-case, follows the convention from ruflo-agentdb ADR-0001 §"Namespace convention"). Reserved namespaces (pattern, claude-memories, default) MUST NOT be shadowed.
ruvllm-config stores model configurations, adapter manifests, and chat-format templates. Accessed via memory_* (namespace-routed).
Verification
bash plugins/ruflo-ruvllm/scripts/smoke.sh
# Expected: "10 passed, 0 failed"
Architecture Decisions
Related Plugins
ruflo-intelligence— owns SONA + MicroLoRA in the 4-step pipelineruflo-agentdb— owns HNSW WASM router; namespace convention ownerruflo-ruvector— sibling substrate plugin (pinnedruvector@0.2.25)ruflo-rag-memory— consumes RAG context routing