Codingverified
worldmonitorkoala73
worldmonitor changed this week: score +2, rank up 3, GitHub stars +3,975.
Score 70Rank #53
Archived daily intelligence
AI Market Briefing - Jul 30, 2026
Archived snapshot generated on Jul 30, 2026. It preserves the model movement, coding agent, RAG, open-source, and editorial signals from that daily run.
Jul 30, 2026
Generated
119
Verified rows
2423
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.
Score 72Rank #49
Codingverified
awesome-claude-skillsComposioHQ
awesome-claude-skills changed this week: score +1, rank up 2, GitHub stars +1,526.
Score 66Rank #59
Codingverified
hello-agentsdatawhalechina
hello-agents changed this week: score +1, rank up 2, GitHub stars +1,222.
Score 64Rank #63
Codingverified
ponytailDietrichGebert
ponytail changed this week: score +1, rank up 1, GitHub stars +3,364.
Score 77Rank #40
Codingverified
awesome-mcp-serverspunkpeye
awesome-mcp-servers changed this week: score -1, rank down 1, GitHub stars +265.
Score 76Rank #41
Codingverified
agent-skillsaddyosmani
agent-skills changed this week: score +1, rank up 1, GitHub stars +828.
Score 73Rank #47
Score 72Rank #48
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 236,032 stars, 35,902 forks, and last push date 2026-07-29.
236,032 stars
Coding
superpowersobra/superpowers
obra/superpowers is verified on GitHub with 263,760 stars, 23,546 forks, and last push date 2026-07-28.
263,760 stars
Coding
JavaGuideSnailclimb/JavaGuide
Snailclimb/JavaGuide is verified on GitHub with 157,386 stars, 46,173 forks, and last push date 2026-07-28.
157,386 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 128,936 stars, 19,026 forks, and last push date 2026-07-23.
128,936 stars
Coding
Understand-AnythingEgonex-AI/Understand-Anything
Egonex-AI/Understand-Anything is verified on GitHub with 76,806 stars, 6,431 forks, and last push date 2026-07-30.
76,806 stars
Ai
CowAgentzhayujie/CowAgent
zhayujie/CowAgent is verified on GitHub with 46,218 stars, 10,287 forks, and last push date 2026-07-30.
46,218 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 236,032 stars, 35,902 forks, and last push date 2026-07-29.
236,032 stars
Coding
superpowersobra/superpowers
obra/superpowers is verified on GitHub with 263,760 stars, 23,546 forks, and last push date 2026-07-28.
263,760 stars
Coding
JavaGuideSnailclimb/JavaGuide
Snailclimb/JavaGuide is verified on GitHub with 157,386 stars, 46,173 forks, and last push date 2026-07-28.
157,386 stars
Coding
langchainlangchain-ai/langchain
langchain-ai/langchain is verified on GitHub with 142,995 stars, 23,807 forks, and last push date 2026-07-30.
142,995 stars
Coding
MoneyPrinterTurboharry0703/MoneyPrinterTurbo
harry0703/MoneyPrinterTurbo is verified on GitHub with 100,575 stars, 14,969 forks, and last push date 2026-07-30.
100,575 stars
Coding
n8nn8n-io/n8n
n8n-io/n8n is verified on GitHub with 198,689 stars, 59,775 forks, and last push date 2026-07-30.
198,689 stars
Coding
open-webuiopen-webui/open-webui
open-webui/open-webui is verified on GitHub with 147,334 stars, 21,411 forks, and last push date 2026-07-27.
147,334 stars
Coding
firecrawlfirecrawl/firecrawl
firecrawl/firecrawl is verified on GitHub with 158,178 stars, 8,989 forks, and last push date 2026-07-30.
158,178 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.
2423 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.