Intelligence overview
What's rising across open source — and whether it can be trusted.
Repositories tracked
25.1k
across public GitHub
Rising signals today
19
emerging + breakout
High-confidence predictions
28
breakout ≥60% in 7d
Healthy trending
74
PVI ≥65 with momentum
Entering decline
4
cooling or declining
New opportunities
4
score ≥70 on the Radar
Trend velocity over time
Aggregate star velocity across the top tracked cohort · estimated
Cohort star velocityAverage momentum score
Top movers
All trendingLikely to break out
Interpretable model v1 · probability of entering the top trend cohort within 7 days. Forecasts archived and scored after the window closes.
Average vitality drift
+2.6 pts
Mean PVI change across the tracked cohort over 90 days.
LLM benchmark — flagship models
Context window and per-token cost across the top 15 model families
| Claude Fable 5Anthropic | 1M | $10 | $50 | |
| GPT-5.6 Sol ProOpenAI | 1.1M | $5.00 | $30 | |
| GPT-5.6 Terra ProOpenAI | 1.1M | $1.00 | $6.00 | |
| Claude Opus 5Anthropic | 1M | $5.00 | $25 | |
| Gemini 3.1 ProGoogle | 1M | $2.00 | $12 | |
| Grok 4.5xAI | 256k | $3.00 | $15 | |
| DeepSeek V4 ProDeepSeek | 1.0M | $0.44 | $0.87 | |
| DeepSeek V4 FlashDeepSeek | 1.0M | $0.08 | $0.18 | |
| Claude Sonnet 5Anthropic | 1M | $3.00 | $15 | |
| GPT-5.5OpenAI | 400k | $1.25 | $10 | |
| Gemini 3 FlashGoogle | 1M | $0.30 | $2.50 | |
| Llama 4 MaverickMeta | 1.1M | $0.15 | $0.60 | |
| Qwen3 MaxAlibaba | 256k | $1.20 | $6.00 | |
| Kimi K2.5Moonshot | 262k | $0.55 | $2.20 | |
| GLM 5Zhipu | 205k | $0.60 | $2.20 |
Ranked repositories
Click a row for the intelligence lightbox
| Repository | Stage | ||||||
|---|---|---|---|---|---|---|---|
| 1 | mattpocock/skillsShell · 211.8k stars | 79 | 86+5 | 76 | Breakout | Low | |
| 2 | Panniantong/Agent-ReachPython · 70k stars | 78 | 770 | 75 | Breakout | Low | |
| 3 | MemPalace/mempalacePython · 58.3k stars | 78 | 86+4 | 74 | Established | Low | |
| 4 | paperclipai/paperclipTypeScript · 76.1k stars | 78 | 81+3 | 73 | Established | Low | |
| 5 | nexu-io/open-designTypeScript · 84.8k stars | 78 | 82+4 | 72 | Breakout | Low | |
| 6 | Graphify-Labs/graphifyPython · 104.8k stars | 77 | 81-1 | 66 | Breakout | Low | |
| 7 | stablyai/orcaTypeScript · 41.2k stars | 77 | 740 | 73 | Established | Low | |
| 8 | rtk-ai/rtkRust · 75.4k stars | 77 | 86-3 | 67 | Breakout | Low | |
| 9 | ZhuLinsen/daily_stock_analysisPython · 61.5k stars | 77 | 82-2 | 76 | Breakout | Low | |
| 10 | headroomlabs-ai/headroomPython · 65.7k stars | 77 | 85-1 | 79 | Breakout | Low | |
| 11 | langchain-ai/langchainPython · 96k stars | 77 | 670 | 79 | Established | Low | |
| 12 | google-gemini/gemini-cliTypeScript · 58k stars | 77 | 80-2 | 73 | Breakout | Low | |
| 13 | langgenius/difyTypeScript · 151.9k stars | 77 | 75+1 | 78 | Breakout | Low | |
| 14 | VoltAgent/awesome-openclaw-skillsUnknown · 51.9k stars | 77 | 72+3 | 81 | Established | Low | |
| 15 | santifer/career-opsJavaScript · 63.4k stars | 76 | 76+1 | 73 | Breakout | Low | |
| 16 | NousResearch/hermes-agentPython · 228.1k stars | 76 | 75-1 | 70 | Established | Low | |
| 17 | affaan-m/ECCJavaScript · 239.1k stars | 76 | 74-3 | 76 | Established | Low | |
| 18 | DietrichGebert/ponytailJavaScript · 99.7k stars | 76 | 79+3 | 70 | Saturated | Low | |
| 19 | addyosmani/agent-skillsJavaScript · 85.4k stars | 76 | 79+5 | 78 | Breakout | Low | |
| 20 | ultraworkers/claw-codeRust · 195k stars | 75 | 75+3 | 79 | Saturated | Low |