Codingverified
graphifysafishamsi
graphify changed this week: score +3, rank up 4, GitHub stars +1,848.
Score 64Rank #56
Archived daily intelligence
AI Market Briefing - Jun 8, 2026
Archived snapshot generated on Jun 8, 2026. It preserves the model movement, coding agent, RAG, open-source, and editorial signals from that daily run.
Jun 8, 2026
Generated
111
Verified rows
528
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
62 model entries changed across recorded SkillRank snapshots this week.
Codingverified
MoneyPrinterTurboharry0703
MoneyPrinterTurbo changed this week: score +2, rank up 2, GitHub stars +2,523.
Score 77Rank #36
Codingverified
cavemanJuliusBrussee
caveman changed this week: score +2, rank up 1, GitHub stars +1,324.
Score 71Rank #45
Codingverified
ScraplingD4Vinci
Scrapling changed this week: score +2, rank up 1, GitHub stars +1,278.
Score 63Rank #58
Codingverified
anything-llmMintplex-Labs
anything-llm changed this week: score -1, rank down 3, GitHub stars +203.
Score 61Rank #60
Codingverified
claude-memthedotmack
claude-mem changed this week: score -1, rank down 2, GitHub stars +618.
Score 75Rank #38
Score 61Rank #61
Score 59Rank #64
Coding agents
Coding agents trend
Coding-agent attention is led by verified repositories such as ultraworkers/claw-code, 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 96Rank #5
Coding
claw-codeultraworkers/claw-code
ultraworkers/claw-code is verified on GitHub with 193,475 stars, 109,954 forks, and last push date 2026-06-08.
193,475 stars
Coding
ECCaffaan-m/ECC
affaan-m/ECC is verified on GitHub with 210,444 stars, 32,271 forks, and last push date 2026-06-07.
210,444 stars
Coding
JavaGuideSnailclimb/JavaGuide
Snailclimb/JavaGuide is verified on GitHub with 156,214 stars, 46,132 forks, and last push date 2026-06-07.
156,214 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 113,829 stars, 16,895 forks, and last push date 2026-06-03.
113,829 stars
Ai
CowAgentzhayujie/CowAgent
zhayujie/CowAgent is verified on GitHub with 45,150 stars, 10,177 forks, and last push date 2026-06-08.
45,150 stars
Coding
graphifysafishamsi/graphify
safishamsi/graphify is verified on GitHub with 62,989 stars, 6,449 forks, and last push date 2026-06-08.
62,989 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
claw-codeultraworkers/claw-code
ultraworkers/claw-code is verified on GitHub with 193,475 stars, 109,954 forks, and last push date 2026-06-08.
193,475 stars
Coding
ECCaffaan-m/ECC
affaan-m/ECC is verified on GitHub with 210,444 stars, 32,271 forks, and last push date 2026-06-07.
210,444 stars
Coding
JavaGuideSnailclimb/JavaGuide
Snailclimb/JavaGuide is verified on GitHub with 156,214 stars, 46,132 forks, and last push date 2026-06-07.
156,214 stars
Coding
agency-agentsmsitarzewski/agency-agents
msitarzewski/agency-agents is verified on GitHub with 108,353 stars, 17,850 forks, and last push date 2026-06-07.
108,353 stars
Coding
langchainlangchain-ai/langchain
langchain-ai/langchain is verified on GitHub with 138,821 stars, 23,002 forks, and last push date 2026-06-08.
138,821 stars
Coding
open-webuiopen-webui/open-webui
open-webui/open-webui is verified on GitHub with 140,615 stars, 20,184 forks, and last push date 2026-06-06.
140,615 stars
Coding
difylanggenius/dify
langgenius/dify is verified on GitHub with 144,420 stars, 22,735 forks, and last push date 2026-06-08.
144,420 stars
Coding
n8nn8n-io/n8n
n8n-io/n8n is verified on GitHub with 191,589 stars, 58,393 forks, and last push date 2026-06-08.
191,589 stars
Editorial view
SkillRank editorial view
Use weekly movement as an early signal, then verify fit with your own evaluation set before switching providers.
111 rows were verified through GitHub-backed source checks before this briefing was generated.
528 recorded history points are available; 106 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.