Score 73Rank #47
Archived daily intelligence
AI Market Briefing - Jul 31, 2026
Archived snapshot generated on Jul 31, 2026. It preserves the model movement, coding agent, RAG, open-source, and editorial signals from that daily run.
Jul 31, 2026
Generated
119
Verified rows
2424
History points
Movement
Weekly mode
Reliability rule
SkillRank market briefings are generated from recorded SkillRank snapshots and GitHub API verification. The briefing does not publish vendor release claims unless a source URL is attached.
Models
This week in AI model movement
72 model entries changed across recorded SkillRank snapshots this week.
Codingverified
worldmonitorkoala73
worldmonitor changed this week: score +2, rank up 3, GitHub stars +3,399.
Score 71Rank #51
Codingverified
ponytailDietrichGebert
ponytail changed this week: score +2, rank up 2, GitHub stars +3,594.
Score 78Rank #39
Score 72Rank #49
Codingverified
hello-agentsdatawhalechina
hello-agents changed this week: score +1, rank up 2, GitHub stars +1,249.
Score 64Rank #63
Codingverified
autoresearchkarpathy
autoresearch changed this week: score -1, rank down 1, GitHub stars +630.
Score 77Rank #40
Codingverified
awesome-mcp-serverspunkpeye
awesome-mcp-servers changed this week: score -1, rank down 1, GitHub stars +261.
Score 76Rank #41
Codingverified
deer-flowbytedance
deer-flow changed this week: score -1, rank down 1, GitHub stars +532.
Score 71Rank #50
Coding agents
Coding agents trend
Coding-agent attention is led by verified repositories such as affaan-m/ECC, while the model board tracks coding-specific products separately.
Score 99Rank #1
Score 98Rank #2
Codingeditorial
GitHub Copilot Chat & agentGitHub
GitHub Copilot Chat & agent remained stable across recorded snapshots this week.
Score 98Rank #3
Codingeditorial
OpenAI Codex (current)OpenAI
OpenAI Codex (current) remained stable across recorded snapshots this week.
Score 97Rank #4
Score 97Rank #5
Coding
ECCaffaan-m/ECC
affaan-m/ECC is verified on GitHub with 236,513 stars, 35,960 forks, and last push date 2026-07-29.
236,513 stars
Coding
superpowersobra/superpowers
obra/superpowers is verified on GitHub with 264,292 stars, 23,595 forks, and last push date 2026-07-28.
264,292 stars
Coding
JavaGuideSnailclimb/JavaGuide
Snailclimb/JavaGuide is verified on GitHub with 157,413 stars, 46,175 forks, and last push date 2026-07-28.
157,413 stars
RAG
RAG tools trend
RAG coverage combines embedding model rankings with verified retrieval and knowledge-system repositories such as Shubhamsaboo/awesome-llm-apps.
Embedding / RAGeditorial
text-embedding-4-largeOpenAI
text-embedding-4-large remained stable across recorded snapshots this week.
Score 92Rank #1
Embedding / RAGeditorial
Gemini embedding 004Gemini embedding 004 remained stable across recorded snapshots this week.
Score 90Rank #2
Embedding / RAGeditorial
Cohere Embed v4Cohere
Cohere Embed v4 remained stable across recorded snapshots this week.
Score 88Rank #3
Score 84Rank #4
Embedding / RAGeditorial
Jina EmbeddingsJina AI
Jina Embeddings remained stable across recorded snapshots this week.
Score 82Rank #5
Coding
awesome-llm-appsShubhamsaboo/awesome-llm-apps
Shubhamsaboo/awesome-llm-apps is verified on GitHub with 129,267 stars, 19,060 forks, and last push date 2026-07-31.
129,267 stars
Ai
CowAgentzhayujie/CowAgent
zhayujie/CowAgent is verified on GitHub with 46,241 stars, 10,287 forks, and last push date 2026-07-31.
46,241 stars
Coding
Understand-AnythingEgonex-AI/Understand-Anything
Egonex-AI/Understand-Anything is verified on GitHub with 76,926 stars, 6,443 forks, and last push date 2026-07-30.
76,926 stars
Open source
Open-source projects worth watching
Projects are selected from GitHub-verified SkillRank rows using stars, forks, recency of pushed code, and repository metadata. Popularity is a discovery signal, not production approval.
Coding
ECCaffaan-m/ECC
affaan-m/ECC is verified on GitHub with 236,513 stars, 35,960 forks, and last push date 2026-07-29.
236,513 stars
Coding
superpowersobra/superpowers
obra/superpowers is verified on GitHub with 264,292 stars, 23,595 forks, and last push date 2026-07-28.
264,292 stars
Coding
JavaGuideSnailclimb/JavaGuide
Snailclimb/JavaGuide is verified on GitHub with 157,413 stars, 46,175 forks, and last push date 2026-07-28.
157,413 stars
Coding
awesome-llm-appsShubhamsaboo/awesome-llm-apps
Shubhamsaboo/awesome-llm-apps is verified on GitHub with 129,267 stars, 19,060 forks, and last push date 2026-07-31.
129,267 stars
Coding
agency-agentsmsitarzewski/agency-agents
msitarzewski/agency-agents is verified on GitHub with 137,796 stars, 22,492 forks, and last push date 2026-07-30.
137,796 stars
Coding
langchainlangchain-ai/langchain
langchain-ai/langchain is verified on GitHub with 143,087 stars, 23,828 forks, and last push date 2026-07-31.
143,087 stars
Coding
n8nn8n-io/n8n
n8n-io/n8n is verified on GitHub with 198,839 stars, 59,806 forks, and last push date 2026-07-31.
198,839 stars
Coding
MoneyPrinterTurboharry0703/MoneyPrinterTurbo
harry0703/MoneyPrinterTurbo is verified on GitHub with 100,755 stars, 15,006 forks, and last push date 2026-07-30.
100,755 stars
Editorial view
SkillRank editorial view
Use weekly movement as an early signal, then verify fit with your own evaluation set before switching providers.
119 rows were verified through GitHub-backed source checks before this briefing was generated.
2424 recorded history points are available; 116 model entries currently have enough history for true movement analysis.
Closed-provider model profiles remain editorial unless a public repository or official source can be attached.
Open-source attention should be balanced against license, issue load, release cadence, and fit with your workflow.