ruflo

Token usage tracking, model cost attribution per agent, budget alerts, and optimization recommendations

20 skills · 1 command · 1 agent · hooks

Visual workflow automation with templates, orchestration, and lifecycle management

5 skills · 8 commands · 3 agents

Agent runtimes — local WASM-sandboxed agents (rvagent) + Anthropic Claude Managed Agents (cloud); one interface, local-vs-cloud backends

4 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

Neural trading strategies — self-learning LSTM/Transformer/N-BEATS models with Rust/NAPI backtesting

9 skills · 1 command · 4 agents

Core Ruflo MCP tools, commands, and Claude Code orchestration patterns

5 skills · 2 commands · 4 agents · 1 MCP server · hooks

Agentic browser automation with Playwright for testing, scraping, and UI interaction

10 skills · 1 command · 1 agent

Long-horizon goal planning, deep research orchestration, and adaptive replanning using GOAP

5 skills · 1 command · 4 agents

IoT device lifecycle, telemetry anomaly detection, fleet management, and witness chain verification for Cognitum Seed hardware

5 skills · 1 command · 4 agents

ADR lifecycle management — create, index, supersede, and link Architecture Decision Records to code

5 skills · 1 command · 1 agent

Self-learning neural intelligence with SONA patterns, trajectory learning, and model routing

3 skills · 2 commands · 1 agent

Self-learning vector database — HNSW, FlashAttention-3, Graph RAG, hybrid search, DiskANN, and Brain AGI

4 skills · 1 command · 1 agent

Agent teams, swarm coordination, Monitor streams, and worktree isolation

2 skills · 2 commands · 2 agents

AgentDB memory controllers with HNSW vector search, RuVector embeddings, and causal graphs

2 skills · 2 commands · 1 agent

Autonomous /loop-driven task completion with learning, prediction, and progress tracking

2 skills · 2 commands · 1 agent

Domain-Driven Design scaffolding — bounded contexts, aggregate roots, domain events, and anti-corruption layers

3 skills · 1 command · 1 agent

Cross-installation agent federation with zero-trust security, PII-gated data flow, and compliance-grade audit trails

3 skills · 1 command · 1 agent

Cache-aware /loop workers and CronCreate background automation

2 skills · 2 commands · 1 agent

RuVector memory with HNSW search, AgentDB, and semantic retrieval

2 skills · 2 commands · 1 agent

SPARC methodology — Specification, Pseudocode, Architecture, Refinement, Completion phases with quality gates

3 skills · 1 command · 1 agent

Test gap detection, coverage analysis, and automated test generation

3 skills · 1 command · 1 agent

AI safety scanning, PII detection, prompt injection defense, and adaptive threat learning

2 skills · 1 command · 1 agent

Dynamic Agentic Architecture with cognitive patterns, knowledge sharing, and adaptive agents

2 skills · 1 command · 1 agent

Documentation generation, drift detection, and API docs automation

2 skills · 1 command · 1 agent

Advanced git workflows with diff analysis, risk scoring, and reviewer recommendations

2 skills · 1 command · 1 agent

Knowledge graph construction — entity extraction, relation mapping, and pathfinder graph traversal

2 skills · 1 command · 1 agent

Market data ingestion — feed normalization, OHLCV vectorization, and HNSW-indexed pattern matching

2 skills · 1 command · 1 agent

Schema migration management — generate, validate, dry-run, and rollback database migrations

2 skills · 1 command · 1 agent

Structured logging, distributed tracing, and metrics — correlate agent swarm activity with application telemetry

2 skills · 1 command · 1 agent

Scaffold, validate, and publish new Claude Code plugins with proper structure

2 skills · 1 command · 1 agent

RuVLLM local inference with chat formatting, MicroLoRA fine-tuning, and SONA adaptation

2 skills · 1 command · 1 agent

RVF format for portable agent memory, session persistence, and cross-platform transfer

2 skills · 1 command · 1 agent

Security review, dependency scanning, policy gates, and CVE monitoring

2 skills · 1 command · 1 agent

Multi-agent swarm coordination, memory management, SPARC methodology, and intelligent hooks for Claude Code. Provides 60+ skills, 100+ commands, and 80+ specialized agents.

hooks

AGNTCY/Outshift Internet-of-Cognition runtime integration for Ruflo — SLIM secure transport for cross-host agent coordination, CASA intent-scoped tool authorization enforcement, optional IOC Layer 9 coordination events, and AGNTCY identity/observability spans (ADR-380). Optional, removable augmentation per ADR-150; degrades gracefully when AGNTCY/SLIM packages are not installed.

1 skill

Competitive ruliology for ruflo swarms — arenas, tournaments, and adaptive co-evolution of program strategies (ADR-147/148); strategies-as-programs compete under payoff games

1 command

ADR-164 Phase 2 — business-domain pod templates for the federated business autopilot. Ships the sales pod template (templates/sales.json) and a single-tick runner (scripts/pod-tick.mjs) that pre-flights templates via business_pod_validate, reserves budget through a file-based stub ledger (atomic SQLite tracker is Phase 3 per ADR-164.1), resolves each agent role against ruflo's agent registry, constructs dry-run prompts, and posts an envelope summary to the room via federation_bbs_publish. Dry-run by default — --live is reserved for Phase 3 Managed-Agent + claude-p wiring.

1 skill

AgentBBS federated business-domain BBS room integration for ruflo (ADR-164 Phase 1). Exposes federation_bbs_register / federation_bbs_publish / federation_bbs_watch / federation_bbs_human_join MCP tools that wrap the agentbbs Rust workspace as a special-tier federation peer. agentbbs lives in optionalDependencies; every handler gracefully degrades to {degraded:true} when the package is missing, mirroring the architectural constraint pattern from ADR-150 and agenticow (PR #2500).

Real-time graph intelligence — personalized PageRank, streaming delta updates, witness-signed reasoning, and federation-distributable vectors