Score 71Rank #50
Archived daily intelligence
AI Market Briefing - Jul 25, 2026
Archived snapshot generated on Jul 25, 2026. It preserves the model movement, coding agent, RAG, open-source, and editorial signals from that daily run.
Jul 25, 2026
Generated
119
Verified rows
2418
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 +3, rank up 5, GitHub stars +3,126.
Score 69Rank #54
Codingverified
awesome-claude-skillsComposioHQ
awesome-claude-skills changed this week: score +2, rank up 3, GitHub stars +2,298.
Score 66Rank #60
Codingverified
graphifyGraphify-Labs
graphify changed this week: score +1, rank up 2, GitHub stars +4,227.
Score 79Rank #36
Codingverified
cavemanJuliusBrussee
caveman changed this week: score +1, rank up 2, GitHub stars +2,189.
Score 78Rank #38
Codingverified
Front-End-Checklistthedaviddias
Front-End-Checklist changed this week: score -1, rank down 2, GitHub stars +59.
Score 68Rank #56
Codingverified
OpenBBOpenBB-finance
OpenBB changed this week: score -1, rank down 2, GitHub stars +230.
Score 66Rank #59
Codingverified
ai-agents-for-beginnersmicrosoft
ai-agents-for-beginners changed this week: score -1, rank down 2, GitHub stars +472.
Score 65Rank #61
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 233,115 stars, 35,529 forks, and last push date 2026-07-25.
233,115 stars
Coding
superpowersobra/superpowers
obra/superpowers is verified on GitHub with 260,851 stars, 23,270 forks, and last push date 2026-07-24.
260,851 stars
Coding
JavaGuideSnailclimb/JavaGuide
Snailclimb/JavaGuide is verified on GitHub with 157,296 stars, 46,186 forks, and last push date 2026-07-21.
157,296 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 127,555 stars, 18,805 forks, and last push date 2026-07-23.
127,555 stars
Coding
Understand-AnythingEgonex-AI/Understand-Anything
Egonex-AI/Understand-Anything is verified on GitHub with 76,048 stars, 6,353 forks, and last push date 2026-07-25.
76,048 stars
Ai
CowAgentzhayujie/CowAgent
zhayujie/CowAgent is verified on GitHub with 46,120 stars, 10,274 forks, and last push date 2026-07-25.
46,120 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 233,115 stars, 35,529 forks, and last push date 2026-07-25.
233,115 stars
Coding
superpowersobra/superpowers
obra/superpowers is verified on GitHub with 260,851 stars, 23,270 forks, and last push date 2026-07-24.
260,851 stars
Coding
JavaGuideSnailclimb/JavaGuide
Snailclimb/JavaGuide is verified on GitHub with 157,296 stars, 46,186 forks, and last push date 2026-07-21.
157,296 stars
Coding
agency-agentsmsitarzewski/agency-agents
msitarzewski/agency-agents is verified on GitHub with 136,581 stars, 22,260 forks, and last push date 2026-07-23.
136,581 stars
Coding
awesome-llm-appsShubhamsaboo/awesome-llm-apps
Shubhamsaboo/awesome-llm-apps is verified on GitHub with 127,555 stars, 18,805 forks, and last push date 2026-07-23.
127,555 stars
Coding
langchainlangchain-ai/langchain
langchain-ai/langchain is verified on GitHub with 142,573 stars, 23,735 forks, and last push date 2026-07-25.
142,573 stars
Coding
open-webuiopen-webui/open-webui
open-webui/open-webui is verified on GitHub with 146,685 stars, 21,316 forks, and last push date 2026-07-24.
146,685 stars
Coding
n8nn8n-io/n8n
n8n-io/n8n is verified on GitHub with 197,928 stars, 59,616 forks, and last push date 2026-07-25.
197,928 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.
2418 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.