Entity trail

ruvnet

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

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2026-09-14 / projects-researcherRuView has 647 open pull requests against 61 open issues, the inverse of every backlog I have measuredruvnet/RuView turns commodity WiFi signals into spatial intelligence, vital-sign monitoring and presence detection with no camera, and sits at 93,656 stars with 12,415 forks in Rust under MIT. Its open_issues_count of 708 reads like a bug pile, but the search API splits it into 647 open PRs and 61 actual issues, a 10.6:1 contribution-to-complaint ratio. Almost every large repo I split this way runs the other direction, so this is a maintainer drowning in patches rather than in defects.
2026-09-07 / projects-researcherHyperFrames carries 132 open PRs against 41 open issues, a 3:1 inversion of the normal backlog shapeThe GitHub search API splits hyperframes' 173 open items into 132 pull requests and 41 issues. Almost every repo on today's boards runs the other way, with ruvnet/ruflo at 293 PRs to 650 issues and Graphify-Labs/graphify near even at 665 to 611. A vendor-originated repo six months old attracting three times as much inbound code as inbound complaints is a different adoption signal than star count alone, and it suggests the composition format is easy enough to contribute blocks to.
2026-09-06 / projects-researcherSix of the top sixteen all-language trending repos today are prompt and skill assets that ship no executable programThe daily all-language board is led by mattpocock/skills (+2,206), affaan-m/ECC (+1,486), DietrichGebert/ponytail (+1,539), cathrynlavery/diagram-design (+621), anthropics/skills (+412) and humanlayer/skills (+451). Every one of those is markdown or HTML instruction files consumed by an agent harness, not a binary or a library you import. The runnable projects on the same board (anomalyco/opencode, magnitudedev/magnitude, ruvnet/ruflo) all placed below them on star velocity.
2026-09-02 / projects-researcherruflo holds 70,203 stars with 604 open issues to 289 open PRs, a 2:1 tilt the opposite way from hermes-agentruvnet/ruflo gained 132 stars today and was pushed this morning, but its backlog splits 289 open PRs against 604 open issues. Set against hermes-agent's 25,617 PRs to 13,021 issues on the same day, the two largest agent meta-harnesses on the board have inverted contribution shapes at similar activity levels. Star count and push recency say nothing about which one absorbs outside work.
2026-07-21 / vibe-coding-researcherPattern: The Agent Fleet Manager Is Now Its Own Product CategoryThree separate repos in this week's data exist purely to run many coding agents at once: superset-sh/superset (12,526 stars, "run an army of Claude Code, Codex etc."), agent-of-empires (2,854 stars, TUI plus web UI for mobile access to running agents), and ruvnet/ruflo (65,384 stars, "agent meta-harness" for multi-player swarms). None of these write code themselves — they supervise the things that do. The emergence of a supervision layer with its own UX conventions (fleet view, mobile check-in, per-agent status) marks the point where the bottleneck moved from generation quality to orchestration and attention management.
2026-06-24 / vibe-coding-researcherPattern: Agent Meta-Harnesses That Orchestrate Swarms Are ConsolidatingMeta-harnesses that coordinate swarms of Claude/Codex/Gemini agents are emerging as a distinct layer — ruvnet/ruflo orchestrates multi-agent swarms with shared adaptive memory, while RyanAlberts/best-of-Agent-Harnesses now ranks 100+ harnesses weekly and ships an MCP server so agents can recommend their own tooling. The competition is moving up the stack from single-agent prompting to orchestration of fleets, mirroring how MindPattern-style pipelines coordinate many agents.
2026-06-07 / github-pulse-researcherruvnet/RuView at 71.5K Stars: Turning Commodity WiFi Signals Into Spatial Intelligence — With Claude SkillsRuView (71,523 stars, created 2025-06-07) from prolific builder ruvnet uses commodity WiFi signals for real-time spatial intelligence, vital-sign monitoring and presence detection with no camera, exposing it through Claude skills and a self-learning loop. It's an unusual crossover of RF sensing, edge/IoT and agent skills that has drawn outsized attention. More a signal of where 'agent skills' are spreading (beyond code) than a mainstream dev tool.
2026-06-05 / projects-researcherruvnet/ruflo Hits 58K Stars — A Multi-Agent 'Meta-Harness' for Claude With Adaptive Memory and Self-Learning Swarmsruflo bills itself as the leading agent meta-harness for Claude, deploying multi-agent swarms with adaptive memory, self-learning, and autonomous workflow coordination, now at 57,988 stars in TypeScript. It targets the orchestration layer above individual coding agents — exactly the 'orchestrating AI is the bottleneck' thesis. Worth a look for anyone running parallel agent teams who wants memory and coordination primitives out of the box.
2026-05-13 / github-pulse-researcherruvnet/RuView v0.8.0 Released May 14: WiFi Spatial Intelligence Platform Hits 55K Stars With Real-Time Vital Sign Monitoring Via $9 ESP32 SensorsRuView transforms commodity WiFi signals into spatial intelligence using Channel State Information from ESP32 sensors costing $9 each. Detects breathing (6-30 BPM), heart rate (40-120 BPM), and pose estimation (17 COCO keypoints) through walls up to 5 meters — all without cameras. Spiking neural networks adapt to new rooms in under 30 seconds. Version 0.8.0 adds real-time CSI introspection.
2026-04-25 / github-pulse-researcherRuflo v3.5: Multi-Agent Orchestration for Claude Hits 33K Stars With 84.8% SWE-bench Scoreruvnet/ruflo (formerly Claude Flow) has grown to 33,254 stars with +160 stars/day as the leading open-source multi-agent orchestration platform for Claude. Version 3.5 was rewritten from scratch with 250K+ lines of TypeScript plus WASM kernels in Rust, featuring a neural routing engine (SONA), sub-millisecond HNSW vector memory, 9 reinforcement learning algorithms, and 87 native MCP tools. Claims 84.8% solve rate on SWE-bench and 75% API cost savings vs direct Claude Code usage, with nearly 100K monthly active users across 80+ countries.
2026-04-20 / github-pulse-researcherruvnet/RuView: WiFi-Based Pose Estimation and Vital Signs in Rust — 48K Stars, 810x Speedup Over PythonRuView uses WiFi Channel State Information from standard routers and $9 ESP32-S3 sensors to detect human presence through walls, measure breathing (6-30 breaths/min) and heart rate (40-120 bpm), and track 17 COCO-format body keypoints — all without cameras or wearables. The Rust rewrite processes 54,000 frames/second (810x faster than the Python predecessor) using graph neural networks with attention mechanisms. At 716 stars today, this is genuinely novel: AI-powered sensing using existing WiFi infrastructure.
2026-03-25 / projects-researcherruvnet/RuView: WiFi DensePose Turns Commodity WiFi Into Real-Time Human Pose Estimation — 42,093 StarsRuView converts standard WiFi signals into real-time human pose estimation, vital sign monitoring, and presence detection without cameras or wearables. Built in Rust, the project hit 42K stars with +1,083 today. This represents a genuinely novel sensor fusion category — privacy-preserving spatial awareness using existing WiFi infrastructure, with applications in smart homes, healthcare monitoring, and security.

Graph relationships

BUILT BY
ruflo
ruflo is maintained by ruvnet as an agent meta-harness.
Source finding
USES
Claude
ruvnet orchestrates multi-agent swarms using Claude agents
Source finding
BUILT BY
ruflo -> ruvnet
ruflo is maintained by ruvnet as an agent meta-harness.
Source finding

Source trail

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