Visual intelligence

Momentum insights

Start with the ecosystem-wide command deck, then investigate individual signals in the four deep-dive charts. i-have-adhd leads with +16.5k stars this week.

Live Constellation

SIGNATURE VIEW · LIVE

Every repository is a star. Brightness is velocity, size is total adoption, and gravity reveals its ecosystem.

i-have-adhdayghri/i-have-adhd · +16,500 this week · 31,200 starsgods-eye-viewlumina-labs/gods-eye-view · +12,400 this week · 44,800 starsarchifytt-a1i/archify · +10,900 this week · 58,900 starsopenclawsteipete/openclaw · +9,800 this week · 214,000 starsmicrosoft/markitdown · +9,200 this week · 71,500 starsforrest-chang/agent-guardrails · +8,600 this week · 207,000 starstencent/teamai-cli · +8,100 this week · 19,400 starsriverbank/crossport · +7,600 this week · 24,600 starsnodetool-ai/diagram-design · +7,400 this week · 26,700 starsswift-coreml/pocket-llm · +6,900 this week · 19,300 starsperplexityai/bumblebee · +6,600 this week · 14,900 starscompose-ai/canvas-kit · +6,100 this week · 15,800 starsvllm-project/vllm · +5,900 this week · 98,200 starsflutter-matrix/vector-mesh · +5,500 this week · 14,200 starshalcyon-dev/driftwatch · +5,400 this week · 12,400 starskitefly/zero-config-db · +5,100 this week · 28,800 starsoceanstack/tidepool · +4,800 this week · 17,600 starsbrightline/lantern-ui · +4,500 this week · 34,100 starsshellsmith/dotfiles-doctor · +4,200 this week · 9,800 starsquantatelier/featherml · +3,900 this week · 41,300 starsnorthwind-oss/cargo-sprint · +3,600 this week · 15,200 starsglasshouse/edge-secrets · +3,300 this week · 21,900 starsruntime-garden/hotpath · +3,000 this week · 13,100 starspixelforge/sprite-lab · +2,700 this week · 8,600 starsAI Agents & Multi-Agent SwarmsLocal & Edge AI RuntimesRust Systems & InfrastructureDevTools & ArchitectureCross-Platform & Mobile24 SIGNALS · LIVE VELOCITY FIELD

Synaptic attention routing

Neural Flow Network

Repositories fire as attention moves between adjacent ecosystems. Link intensity follows live velocity.

i-have-adhdayghri/i-have-adhd · +16,500 velocitygods-eye-viewlumina-labs/gods-eye-view · +12,400 velocityarchifytt-a1i/archify · +10,900 velocityopenclawsteipete/openclaw · +9,800 velocitymarkitdownmicrosoft/markitdown · +9,200 velocityagent-guardrailsforrest-chang/agent-guardrails · +8,600 velocityteamai-clitencent/teamai-cli · +8,100 velocitycrossportriverbank/crossport · +7,600 velocitydiagram-designnodetool-ai/diagram-design · +7,400 velocitypocket-llmswift-coreml/pocket-llm · +6,900 velocitybumblebeeperplexityai/bumblebee · +6,600 velocitycanvas-kitcompose-ai/canvas-kit · +6,100 velocityvllmvllm-project/vllm · +5,900 velocityvector-meshflutter-matrix/vector-mesh · +5,500 velocitydriftwatchhalcyon-dev/driftwatch · +5,400 velocityzero-config-dbkitefly/zero-config-db · +5,100 velocitytidepooloceanstack/tidepool · +4,800 velocitylantern-uibrightline/lantern-ui · +4,500 velocityPULSE EDGES · ATTENTION TRANSFER · 18 ACTIVE LINKS

Momentum acquisition array

Radar Sweep Sonar

Azimuth tracks repository size; distance to center tracks live momentum intensity.

ayghri/i-have-adhd · +16,500 · 31.2k total starslumina-labs/gods-eye-view · +12,400 · 44.8k total starstt-a1i/archify · +10,900 · 58.9k total starssteipete/openclaw · +9,800 · 214k total starsmicrosoft/markitdown · +9,200 · 71.5k total starsforrest-chang/agent-guardrails · +8,600 · 207k total starstencent/teamai-cli · +8,100 · 19.4k total starsriverbank/crossport · +7,600 · 24.6k total starsnodetool-ai/diagram-design · +7,400 · 26.7k total starsswift-coreml/pocket-llm · +6,900 · 19.3k total starsperplexityai/bumblebee · +6,600 · 14.9k total starscompose-ai/canvas-kit · +6,100 · 15.8k total starsvllm-project/vllm · +5,900 · 98.2k total starsflutter-matrix/vector-mesh · +5,500 · 14.2k total starshalcyon-dev/driftwatch · +5,400 · 12.4k total starskitefly/zero-config-db · +5,100 · 28.8k total starsoceanstack/tidepool · +4,800 · 17.6k total starsbrightline/lantern-ui · +4,500 · 34.1k total starsshellsmith/dotfiles-doctor · +4,200 · 9.8k total starsquantatelier/featherml · +3,900 · 41.3k total starsnorthwind-oss/cargo-sprint · +3,600 · 15.2k total starsglasshouse/edge-secrets · +3,300 · 21.9k total starsruntime-garden/hotpath · +3,000 · 13.1k total starspixelforge/sprite-lab · +2,700 · 8.6k total starsRANGE: VELOCITY · AZIMUTH: TOTAL ADOPTION · SWEEP 000°

1200-point attraction field

Particle Star-Stream

A live particle current bends toward the repositories absorbing developer attention fastest.

Sector energy spectroscopy

Aurora Spectrum Bands

Northern-light ribbons expose rising energy across the five open-source sectors.

01 · AI Agents & Multi-Agent Swarms · 100%02 · Local & Edge AI Runtimes · 54%03 · Rust Systems & Infrastructure · 88%04 · DevTools & Architecture · 83%05 · Cross-Platform & Mobile · 67%
Repostream
Daily ecosystem pulse · this week

Open-source attention report

i-have-adhd bends the curve as open source pulls in +162k stars.

24 repositories under observationrepostream / velocity intelligence

Ecosystem Heartbeat

A single vital sign for aggregate momentum. Every sharp spike is a live breakout.

162kTOTAL IMPULSE

Attention Streamgraph

Fourteen days of developer attention flowing between ecosystems.

D-13D-12D-11D-10D-9D-8D-7D-6D-5D-4D-3D-2D-1NOWAI Agents & Multi-Agent SwarmsLocal & Edge AI RuntimesRust Systems & InfrastructureDevTools & ArchitectureCross-Platform & Mobile
AI Agents & Multi-Agent SwarmsLocal & Edge AI RuntimesRust Systems & InfrastructureDevTools & ArchitectureCross-Platform & Mobile

God's-Eye Telemetry Console

LIVE FEED ACTIVE

A high-altitude view of how fast the whole open-source ecosystem is moving and where developer attention is flowing.

Global star intake rate
16.1 stars/min
across 24 repositories
Hyper-growth ratio
25%
6 repos in breakout acceleration
Net momentum vector
+71.7%
acceleration vs earlier trend
Top velocity vector
ayghri/i-have-adhd
+16.5k thrust this period

Live telemetry stream

The newest acceleration and milestone signals.

Sector momentum radar

Where developer attention is being allocated right now.

Live seismic ingestion oscilloscope

Three-channel star-intake telemetry with peak detection and per-repository level meters.

HZ 0.34PEAK 1.88RMS 0.95
peak thresholdi-have-adhd +16.5kgods-eye-view +12.4karchify +10.9kopenclaw +9.8k
Channel levels

Ecosystem tachometers

Intake speed, acceleration on the leader, and how evenly attention is spread.

16.1
Intake tachometer
stars / minute · redline at 30
3.61×
G-force acceleration
ayghri/i-have-adhd vs earlier trend
97%
Distribution entropy
broadly distributed attention

Predictive trajectory projection

Last 12 days of actual growth plus a 30-day forecast with confidence bands.

today138.2k in 30drange 87k193.9k · Viral Hyper-Curve

Breakout probability forecast matrix

Which projects are most likely to break out next, and when they hit their next milestone.

Deep-dive intelligence

Breakout map

Which smaller projects are exploding before everyone notices?

Hover or tap a repository for exact values.

04.1k8.3k12.4k16.5kBREAKOUTSJUGGERNAUTSQUIETSTEADY GIANTSayghri/i-have-adhd: Rust, 31,200 total stars, +16,500 gained, 940 forks, Juggernautlumina-labs/gods-eye-view: TypeScript, 44,800 total stars, +12,400 gained, 1,620 forks, Juggernauttt-a1i/archify: Python, 58,900 total stars, +10,900 gained, 3,100 forks, Juggernautsteipete/openclaw: TypeScript, 214,000 total stars, +9,800 gained, 12,800 forks, Juggernautmicrosoft/markitdown: Python, 71,500 total stars, +9,200 gained, 4,200 forks, Juggernautforrest-chang/agent-guardrails: Markdown, 207,000 total stars, +8,600 gained, 9,800 forks, Juggernauttencent/teamai-cli: Go, 19,400 total stars, +8,100 gained, 820 forks, Juggernautnodetool-ai/diagram-design: TypeScript, 26,700 total stars, +7,400 gained, 1,180 forks, Juggernautperplexityai/bumblebee: Go, 14,900 total stars, +6,600 gained, 410 forks, Breakoutvllm-project/vllm: Python, 98,200 total stars, +5,900 gained, 11,200 forks, Juggernauthalcyon-dev/driftwatch: Python, 12,400 total stars, +5,400 gained, 530 forks, Quietkitefly/zero-config-db: Rust, 28,800 total stars, +5,100 gained, 1,040 forks, Steady giantoceanstack/tidepool: Go, 17,600 total stars, +4,800 gained, 690 forks, Quietbrightline/lantern-ui: TypeScript, 34,100 total stars, +4,500 gained, 1,490 forks, Steady giantshellsmith/dotfiles-doctor: Shell, 9,800 total stars, +4,200 gained, 360 forks, Quietquantatelier/featherml: Python, 41,300 total stars, +3,900 gained, 2,240 forks, Steady giantnorthwind-oss/cargo-sprint: Rust, 15,200 total stars, +3,600 gained, 470 forks, Quietglasshouse/edge-secrets: TypeScript, 21,900 total stars, +3,300 gained, 880 forks, Steady giantruntime-garden/hotpath: Go, 13,100 total stars, +3,000 gained, 520 forks, Quietpixelforge/sprite-lab: Shell, 8,600 total stars, +2,700 gained, 300 forks, Quietriverbank/crossport: Rust, 24,600 total stars, +7,600 gained, 1,260 forks, Juggernautswift-coreml/pocket-llm: Swift, 19,300 total stars, +6,900 gained, 890 forks, Breakoutcompose-ai/canvas-kit: Kotlin, 15,800 total stars, +6,100 gained, 640 forks, Breakoutflutter-matrix/vector-mesh: Dart, 14,200 total stars, +5,500 gained, 570 forks, BreakoutTotal stars · logarithmic scale →Stars gained →

Adoption integrity matrix

Is the attention real adoption, or just a bookmark wave?

Hover or tap a repository for exact values.

Hype / bookmark wavehigh stars · low forksTrue adoptionhigh stars · high forksEarly stage / incubatingquiet on both axesUnderground workhorseshigh forks · modest starsfork conversion ratio (forks ÷ stars) →star velocity this period →i-have-adhdgods-eye-viewarchifyopenclawmarkitdownagent-guardrailsteamai-clidiagram-designbumblebeevllmdriftwatchzero-config-dbtidepoollantern-uidotfiles-doctorfeathermlcargo-sprintedge-secretshotpathsprite-labcrossportpocket-llmcanvas-kitvector-mesh

Rank race

Who climbed past whom since the last snapshot?

Hover or tap a repository for exact values.

LIVE: top 12 standings drift in real time
SEEDED RANK (last snapshot)LIVE RANK (this this week)#7 ayghri/i-have-adhd#1 ayghri/i-have-adhd ▲6ayghri/i-have-adhd: Rust, #7 seeded → #1 live, ▲ up 6 places, +16,500 stars this this week#5 lumina-labs/gods-eye-view#2 lumina-labs/gods-eye-view ▲3lumina-labs/gods-eye-view: TypeScript, #5 seeded → #2 live, ▲ up 3 places, +12,400 stars this this week#1 tt-a1i/archify#3 tt-a1i/archify ▼2tt-a1i/archify: Python, #1 seeded → #3 live, ▼ down 2 places, +10,900 stars this this week#2 steipete/openclaw#4 steipete/openclaw ▼2steipete/openclaw: TypeScript, #2 seeded → #4 live, ▼ down 2 places, +9,800 stars this this week#8 microsoft/markitdown#5 microsoft/markitdown ▲3microsoft/markitdown: Python, #8 seeded → #5 live, ▲ up 3 places, +9,200 stars this this week#3 forrest-chang/agent-guardrails#6 forrest-chang/agent-guardrails ▼3forrest-chang/agent-guardrails: Markdown, #3 seeded → #6 live, ▼ down 3 places, +8,600 stars this this week#9 tencent/teamai-cli#7 tencent/teamai-cli ▲2tencent/teamai-cli: Go, #9 seeded → #7 live, ▲ up 2 places, +8,100 stars this this week#10 riverbank/crossport#8 riverbank/crossport ▲2riverbank/crossport: Rust, #10 seeded → #8 live, ▲ up 2 places, +7,600 stars this this week#6 nodetool-ai/diagram-design#9 nodetool-ai/diagram-design ▼3nodetool-ai/diagram-design: TypeScript, #6 seeded → #9 live, ▼ down 3 places, +7,400 stars this this week#11 swift-coreml/pocket-llm#10 swift-coreml/pocket-llm ▲1swift-coreml/pocket-llm: Swift, #11 seeded → #10 live, ▲ up 1 places, +6,900 stars this this week#4 perplexityai/bumblebee#11 perplexityai/bumblebee ▼7perplexityai/bumblebee: Go, #4 seeded → #11 live, ▼ down 7 places, +6,600 stars this this week#12 compose-ai/canvas-kit#12 compose-ai/canvas-kit -compose-ai/canvas-kit: Kotlin, #12 seeded → #12 live, Holding position, +6,100 stars this this week

Momentum share

Is attention concentrated in a few projects, or spread across the ecosystem?

Hover or tap a repository for exact values.

i-have-adhd10.2%ayghri/i-have-adhd: Rust, +16,500 gained, 10.2% of momentum, 31,200 total starsgods-eye-view7.7%lumina-labs/gods-eye-view: TypeScript, +12,400 gained, 7.7% of momentum, 44,800 total starsarchify6.7%tt-a1i/archify: Python, +10,900 gained, 6.7% of momentum, 58,900 total starsopenclaw6.0%steipete/openclaw: TypeScript, +9,800 gained, 6.0% of momentum, 214,000 total starsmarkitdown5.7%microsoft/markitdown: Python, +9,200 gained, 5.7% of momentum, 71,500 total starsagent-guardrails5.3%forrest-chang/agent-guardrails: Markdown, +8,600 gained, 5.3% of momentum, 207,000 total starsteamai-cli5.0%tencent/teamai-cli: Go, +8,100 gained, 5.0% of momentum, 19,400 total starscrossport4.7%riverbank/crossport: Rust, +7,600 gained, 4.7% of momentum, 24,600 total starsdiagram-design4.6%nodetool-ai/diagram-design: TypeScript, +7,400 gained, 4.6% of momentum, 26,700 total starspocket-llm4.3%swift-coreml/pocket-llm: Swift, +6,900 gained, 4.3% of momentum, 19,300 total starsbumblebee4.1%perplexityai/bumblebee: Go, +6,600 gained, 4.1% of momentum, 14,900 total starscanvas-kit3.8%compose-ai/canvas-kit: Kotlin, +6,100 gained, 3.8% of momentum, 15,800 total starsvllm3.6%vllm-project/vllm: Python, +5,900 gained, 3.6% of momentum, 98,200 total starsvector-mesh3.4%flutter-matrix/vector-mesh: Dart, +5,500 gained, 3.4% of momentum, 14,200 total starsdriftwatch3.3%halcyon-dev/driftwatch: Python, +5,400 gained, 3.3% of momentum, 12,400 total starszero-config-db3.1%kitefly/zero-config-db: Rust, +5,100 gained, 3.1% of momentum, 28,800 total starstidepool3.0%oceanstack/tidepool: Go, +4,800 gained, 3.0% of momentum, 17,600 total starslantern-ui2.8%brightline/lantern-ui: TypeScript, +4,500 gained, 2.8% of momentum, 34,100 total starsdotfiles-doctor2.6%shellsmith/dotfiles-doctor: Shell, +4,200 gained, 2.6% of momentum, 9,800 total starsfeatherml2.4%quantatelier/featherml: Python, +3,900 gained, 2.4% of momentum, 41,300 total starscargo-sprint2.2%northwind-oss/cargo-sprint: Rust, +3,600 gained, 2.2% of momentum, 15,200 total starsglasshouse/edge-secrets: TypeScript, +3,300 gained, 2.0% of momentum, 21,900 total starshotpath1.9%runtime-garden/hotpath: Go, +3,000 gained, 1.9% of momentum, 13,100 total starssprite-lab1.7%pixelforge/sprite-lab: Shell, +2,700 gained, 1.7% of momentum, 8,600 total stars

Daily heat

Is momentum building steadily, or did one unusual day create the spike?

Hover or tap a repository for exact values.

D-11D-10D-9D-8D-7D-6D-5D-4D-3D-2D-1D-0i-have-adhdayghri/i-have-adhd: Rust, +16,500 gained, 31,200 total stars, Relative 12-day growth shapegods-eye-viewlumina-labs/gods-eye-view: TypeScript, +12,400 gained, 44,800 total stars, Relative 12-day growth shapearchifytt-a1i/archify: Python, +10,900 gained, 58,900 total stars, Relative 12-day growth shapeopenclawsteipete/openclaw: TypeScript, +9,800 gained, 214,000 total stars, Relative 12-day growth shapemarkitdownmicrosoft/markitdown: Python, +9,200 gained, 71,500 total stars, Relative 12-day growth shapeagent-guardrailsforrest-chang/agent-guardrails: Markdown, +8,600 gained, 207,000 total stars, Relative 12-day growth shapeteamai-clitencent/teamai-cli: Go, +8,100 gained, 19,400 total stars, Relative 12-day growth shapecrossportriverbank/crossport: Rust, +7,600 gained, 24,600 total stars, Relative 12-day growth shapediagram-designnodetool-ai/diagram-design: TypeScript, +7,400 gained, 26,700 total stars, Relative 12-day growth shapepocket-llmswift-coreml/pocket-llm: Swift, +6,900 gained, 19,300 total stars, Relative 12-day growth shapeCool = quieterHot = faster →

Daily heat uses each repository's normalized growth shape because the seed data does not yet include true daily counts. The other views use the listed star, fork, and rank figures.