RuVLLM local inference with chat formatting, MicroLoRA fine-tuning, and SONA adaptation
Plugin ruflo-ruvllm from marketplace ruflo in ruvnet/ruflo. Commands read from the repo's manifest — today.
chat-formatFormat chat messages in a local model's template (llama3, mistral, chatml, phi, gemma, or a model id) and route queries over a small WASM HNSW pattern index (about 11 patterns). Use when preparing prompts for local runtimes.
llm-configConfigure RuVLLM local inference helpers: generate a config, and create and adapt in-process MicroLoRA and SONA instances from quality signals. Use when you need local, air-gapped inference tooling, not for fine-tuning hosted models.
ruvllm-runtimeTell apart and check the RuVLLM packages — the WASM add-on behind ruvllm_* tools, the @ruvector/ruvllm 4.1 native runtime and the GPU-loop harness. Use when ruvllm_status shows a backend unavailable or an install resolved the broken 4.0.x.
/ruflo-ruvllm:ruvllmRuVLLM status -- ruvllm-wasm availability, native backend and graph database state
llm-specialistRuVLLM specialist for local inference configuration, MicroLoRA fine-tuning, and multi-provider routing
Agentic QE (external: maintained in proffesor-for-testing/agentic-qe, pinned to v3.15.17): a quality-engineering fleet with 11 QE agents, 9 skills, 9 commands, the agentic-qe MCP server pinned to the plugin version, and the aqe-mod guard that refuses destructive operations on AQE learning data
9 skills · 9 commands · 11 agents · 1 MCP server
Token usage tracking, model cost attribution per agent, budget alerts, and optimization recommendations
24 skills · 1 command · 1 agent · hooks
Tenant-isolated AI teams that plan work, coordinate tasks, recall approved context, and return evidence-backed results
6 skills · 6 commands · 4 agents · 1 MCP server
Agent runtimes — local WASM-sandboxed agents (rvagent) + Anthropic Claude Managed Agents (cloud); one interface, local-vs-cloud backends
5 skills · 2 commands · 9 agents
MetaHarness integration — surfaces score/genome/mint/mcp-scan/threat-model via skills; pairs with @metaharness/router (ADR-148/149) for cost-optimal model routing; honors ADR-150 optional-augmentation constraint
13 skills · 1 command · 1 agent · hooks
Visual workflow automation with templates, orchestration, and lifecycle management
5 skills · 8 commands · 3 agents
Claude API and SDK documentation skill for building LLM-powered applications
19 skills
Access thousands of AI prompts and skills directly in your AI coding assistant. Search prompts, discover skills, save your own, and improve prompts with AI.
2 skills · 2 commands · 2 agents · 1 MCP server
Security review for Claude-generated code. Pattern-based warnings on edits, LLM-powered diff review on Stop, and an agentic commit reviewer that catches injection, XSS, SSRF, hardcoded secrets, and 25+ other vulnerability classes.
hooks
Skill: add headroom-ai compress() to a Python or TypeScript app to cut LLM input tokens (tool outputs, logs, JSON, chat history). No API key.
1 skill
Query Trackio projects, runs, and metrics using the `trackio` CLI. Use when the user needs to list projects/runs/metrics, get summaries, or retrieve metric values from local Trackio databases. Supports both human-readable and JSON output formats. Covers project discovery, run inspection, metric querying, and system metrics. Designed for LLM agents and automation scripts.
1 skill
Build, train, evaluate, and use open source AI models, datasets, and spaces.
26 skills · 1 MCP server
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