ruvnet/ruflo

Vector search via embeddings (large-scale HNSW) and ruvllmhnsw (WASM router for ≤11 hot patterns), with RaBitQ 1-bit quantization for 32× memory reduction

ruvnet/ruflo

First-run setup for ruvector@0.2.25 — installs ONNX/Brain/SONA add-ons, registers the MCP server, and verifies the install via doctor

ruvnet/ruflo

Sign, verify, and track fix-marker regressions over time using a deterministic Ed25519 witness manifest.

ruvnet/ruflo

Author a workflow — either an MCP workflow template (persisted, lifecycle) or a native .claude/workflows/.js orchestration script (agent/parallel/pipeline fan-out)

ruvnet/ruflo

Run a workflow — drive an MCP workflow lifecycle (execute/pause/resume/cancel) or invoke + resume a native .claude/workflows/.js orchestration via the Workflow tool

ruvnet/ruflo

Optimisation findings from your own Claude Code and Codex logs — low cache hit ratio, 1-hour cache writes that did not pay back, sub-agents on a top-tier model, Codex reasoning share, bloated…

ruvnet/ruflo

Cost per million tokens on hardware you own (Ollama, llama.cpp, vLLM, LM Studio) from watts, electricity price, hardware price and measured tokens/second, and the utilisation at which local beats a…

ruvnet/ruflo

OpenRouter real spend — key limit and usage today/week/month, one request's billed cost by generation id, account credits.

ruvnet/ruflo

Scan project dependencies for known vulnerabilities and CVEs.

ruvnet/ruflo

Run full security scans on the codebase using Ruflo security tools.

ruvnet/ruflo

Initialize a multi-agent swarm with anti-drift configuration.

ruvnet/ruflo

Detect current market regime using npx neural-trader — bull/bear/ranging/volatile classification with recommended strategy.

ruvnet/ruflo

DEPRECATED in v0.2.0 -- use browser-extract instead; this is a thin shim for backward compatibility, removed in v0.3.0

ruvnet/ruflo

Per-conversation cost view — list every session in cost-tracking with started-at, message count, top model, and total cost

ruvnet/ruflo

Analyze git diffs for risk scoring, reviewer recommendations, and change classification.

ruvnet/ruflo

Advanced git workflows with branch management, conflict resolution, and PR lifecycle

ruvnet/ruflo

GitHub workflow automation for issues, pull requests, CI, and releases.

ruvnet/ruflo

Static security scan of a harness's declared MCP surface via harness mcp-scan {path}.

ruvnet/ruflo

Fetch metadata and audiourl for a single production by id. An agent skill from ruvnet/ruflo.

ruvnet/ruflo

Performance profiling, benchmarking, and optimization. An agent skill from ruvnet/ruflo.

ruvnet/ruflo

Diagnose Ruflo health, then report system, MCP server, and active-agent status without changing the installation

ruvnet/ruflo

Run a ruflo swarm agent on the user's own ruOS cloud desktop through the tenant-authenticated fleet MCP, stream its output, and record it in ruflo's swarm state.

ruvnet/ruflo

Manage RVF (Ruflo Vector Format) files for portable agent memory and cross-platform transfer

ruvnet/ruflo

Scan inputs for prompt injection, unsafe content, and adversarial attacks using AIDefence.

ruvnet/ruflo

Run a historical backtest using npx neural-trader with Rust/NAPI engine (8-19x faster) and walk-forward validation; Ed25519-sign the result for paper→live tamper evidence (ADR-126 Phase 4)

ruvnet/ruflo

Regulator-grade feature attribution for any LSTM/Transformer signal — single-entry PageRank ranks the top-K features that drove the prediction (ADR-126 Phase 6, ADR-123 single-entry PR)

ruvnet/ruflo

Mean-variance portfolio optimization via Conjugate Gradient — 40-60× faster than the legacy Neumann path (ADR-126 Phase 3, ADR-123 Wedge 8)

ruvnet/ruflo

Generate trading signals using npx neural-trader anomaly detection engine with Z-score scoring and neural prediction

ruvnet/ruflo

Probe a site's authentication flow for redirect leaks, missing CSRF, weak session cookies, and OAuth misconfiguration; produces an auth findings.md

ruvnet/ruflo

UI test recipe -- composes browser-record (capture) + browser-replay (verify) so every test produces a replayable RVF artifact, not an ephemeral run

ruvnet/ruflo

Run one tick of the sales business-pod (ADR-164 §4.1, Phase 2).

ruvnet/ruflo

Validate a Claude Code plugin structure, frontmatter, and MCP tool references

ruvnet/ruflo

Show AGNTCY/SLIM/CASA integration status — whether upstream AGNTCY packages are installed, which transport (local vs SLIM) is active, and whether CASA enforcement is enabled.

ruvnet/ruflo

Generate and maintain documentation with drift detection. An agent skill from ruvnet/ruflo.

ruvnet/ruflo

Detect missing test coverage and generate test suggestions. An agent skill from ruvnet/ruflo.

ruvnet/ruflo

Optimize portfolio allocation using npx neural-trader mean-variance engine with risk constraints and rebalancing plan

ruvnet/ruflo

Assess portfolio risk using npx neural-trader — VaR, CVaR, Sharpe, position sizing, circuit breaker status

ruvnet/ruflo

Train neural models (LSTM, Transformer, N-BEATS) on market data using npx neural-trader with confidence intervals

ruvnet/ruflo

Creates, assigns, and updates tasks in an AI team run so work has one owner and one deliverable each.

ruvnet/ruflo

Plans and creates an AI team for a goal, with roles, a run that carries a unit budget, and bounded tasks.

ruvnet/ruflo

Reports an AI team's progress, blockers, task ownership, and recorded budget.

ruvnet/ruflo

Stores approved context for one AI team and searches it later, with provenance.

ruvnet/ruflo

Pauses, resumes, or completes an AI team, or marks a run complete, while keeping its evidence.

ruvnet/ruflo

Format prompts for different LLM providers with chat templates and HNSW-powered context retrieval

ruvnet/ruflo

Define and manage cognitive patterns for agent reasoning and decision-making

ruvnet/ruflo

Create and adapt Dynamic Agentic Architecture agents that learn and evolve

ruvnet/ruflo

Enterprise-review-grade threat model from harness threat-model {path}.

ruvnet/ruflo

Configure RuVLLM local inference with model selection, MicroLoRA fine-tuning, and SONA adaptation

ruvnet/ruflo