Codingeditorial
graphifysafishamsi
graphify changed this week: score +20, rank up 35, GitHub stars +4,335.
Score 93Rank #11
Archived daily intelligence
AI Market Briefing - Jul 8, 2026
Archived snapshot generated on Jul 8, 2026. It preserves the model movement, coding agent, RAG, open-source, and editorial signals from that daily run.
Jul 8, 2026
Generated
118
Verified rows
2370
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
71 model entries changed across recorded SkillRank snapshots this week.
Codingverified
ponytailDietrichGebert
ponytail changed this week: score +3, rank up 5, GitHub stars +6,279.
Score 73Rank #46
Codingverified
Prompt-Engineering-Guidedair-ai
Prompt-Engineering-Guide changed this week: score -2, rank down 4, GitHub stars +147.
Score 72Rank #48
Codingverified
agent-skillsaddyosmani
agent-skills changed this week: score +2, rank up 4, GitHub stars +4,533.
Score 69Rank #53
Codingverified
Front-End-Checklistthedaviddias
Front-End-Checklist changed this week: score -2, rank down 3, GitHub stars +56.
Score 70Rank #51
Codingverified
MetaGPTFoundationAgents
MetaGPT changed this week: score -2, rank down 3, GitHub stars +115.
Score 66Rank #58
Score 74Rank #45
Codingverified
OpenBBOpenBB-finance
OpenBB changed this week: score -1, rank down 3, GitHub stars +380.
Score 68Rank #56
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 227,266 stars, 34,740 forks, and last push date 2026-07-06.
227,266 stars
Coding
JavaGuideSnailclimb/JavaGuide
Snailclimb/JavaGuide is verified on GitHub with 156,883 stars, 46,167 forks, and last push date 2026-07-06.
156,883 stars
Coding
superpowersobra/superpowers
obra/superpowers is verified on GitHub with 249,468 stars, 22,141 forks, and last push date 2026-07-06.
249,468 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 116,806 stars, 17,379 forks, and last push date 2026-07-08.
116,806 stars
Coding
graphifyGraphify-Labs/graphify
Graphify-Labs/graphify is verified on GitHub with 80,067 stars, 7,891 forks, and last push date 2026-07-08.
80,067 stars
Ai
CowAgentzhayujie/CowAgent
zhayujie/CowAgent is verified on GitHub with 45,878 stars, 10,257 forks, and last push date 2026-07-08.
45,878 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 227,266 stars, 34,740 forks, and last push date 2026-07-06.
227,266 stars
Coding
JavaGuideSnailclimb/JavaGuide
Snailclimb/JavaGuide is verified on GitHub with 156,883 stars, 46,167 forks, and last push date 2026-07-06.
156,883 stars
Coding
superpowersobra/superpowers
obra/superpowers is verified on GitHub with 249,468 stars, 22,141 forks, and last push date 2026-07-06.
249,468 stars
Coding
system-prompts-and-models-of-ai-toolsx1xhlol/system-prompts-and-models-of-ai-tools
x1xhlol/system-prompts-and-models-of-ai-tools is verified on GitHub with 141,687 stars, 34,801 forks, and last push date 2026-07-07.
141,687 stars
Coding
claw-codeultraworkers/claw-code
ultraworkers/claw-code is verified on GitHub with 194,660 stars, 109,800 forks, and last push date 2026-06-26.
194,660 stars
Coding
agency-agentsmsitarzewski/agency-agents
msitarzewski/agency-agents is verified on GitHub with 129,131 stars, 20,997 forks, and last push date 2026-07-08.
129,131 stars
Coding
awesome-llm-appsShubhamsaboo/awesome-llm-apps
Shubhamsaboo/awesome-llm-apps is verified on GitHub with 116,806 stars, 17,379 forks, and last push date 2026-07-08.
116,806 stars
Coding
langchainlangchain-ai/langchain
langchain-ai/langchain is verified on GitHub with 141,302 stars, 23,479 forks, and last push date 2026-07-08.
141,302 stars
Editorial view
SkillRank editorial view
Use weekly movement as an early signal, then verify fit with your own evaluation set before switching providers.
118 rows were verified through GitHub-backed source checks before this briefing was generated.
2370 recorded history points are available; 115 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.