Codingverified
ponytailDietrichGebert
ponytail changed this week: score +14, rank up 25, GitHub stars +4,848.
Score 70Rank #51
Archived daily intelligence
AI Market Briefing - Jul 2, 2026
Archived snapshot generated on Jul 2, 2026. It preserves the model movement, coding agent, RAG, open-source, and editorial signals from that daily run.
Jul 2, 2026
Generated
118
Verified rows
2335
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
hello-agentsdatawhalechina
hello-agents changed this week: score +6, rank up 10, GitHub stars +862.
Score 61Rank #67
Score 67Rank #56
Codingverified
Understand-AnythingEgonex-AI
Understand-Anything changed this week: score +2, rank up 3, GitHub stars +2,087.
Score 69Rank #52
Codingverified
cavemanJuliusBrussee
caveman changed this week: score +2, rank up 2, GitHub stars +2,678.
Score 76Rank #41
Codingverified
graphifysafishamsi
graphify changed this week: score +2, rank up 2, GitHub stars +3,346.
Score 73Rank #46
Codingverified
open-designnexu-io
open-design changed this week: score +2, rank up 2, GitHub stars +2,588.
Score 72Rank #47
Codingverified
agent-skillsaddyosmani
agent-skills changed this week: score +2, rank up 1, GitHub stars +1,562.
Score 67Rank #57
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 224,926 stars, 34,429 forks, and last push date 2026-07-01.
224,926 stars
Coding
claw-codeultraworkers/claw-code
ultraworkers/claw-code is verified on GitHub with 194,511 stars, 109,855 forks, and last push date 2026-06-26.
194,511 stars
Coding
superpowersobra/superpowers
obra/superpowers is verified on GitHub with 244,066 stars, 21,663 forks, and last push date 2026-07-01.
244,066 stars
RAG
RAG tools trend
RAG coverage combines embedding model rankings with verified retrieval and knowledge-system repositories such as safishamsi/graphify.
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
graphifysafishamsi/graphify
safishamsi/graphify is verified on GitHub with 75,732 stars, 7,525 forks, and last push date 2026-07-02.
75,732 stars
Ai
CowAgentzhayujie/CowAgent
zhayujie/CowAgent is verified on GitHub with 45,746 stars, 10,250 forks, and last push date 2026-07-01.
45,746 stars
Coding
deer-flowbytedance/deer-flow
bytedance/deer-flow is verified on GitHub with 75,886 stars, 10,249 forks, and last push date 2026-07-02.
75,886 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 224,926 stars, 34,429 forks, and last push date 2026-07-01.
224,926 stars
Coding
claw-codeultraworkers/claw-code
ultraworkers/claw-code is verified on GitHub with 194,511 stars, 109,855 forks, and last push date 2026-06-26.
194,511 stars
Coding
superpowersobra/superpowers
obra/superpowers is verified on GitHub with 244,066 stars, 21,663 forks, and last push date 2026-07-01.
244,066 stars
Coding
JavaGuideSnailclimb/JavaGuide
Snailclimb/JavaGuide is verified on GitHub with 156,753 stars, 46,160 forks, and last push date 2026-06-28.
156,753 stars
Coding
agency-agentsmsitarzewski/agency-agents
msitarzewski/agency-agents is verified on GitHub with 125,081 stars, 20,299 forks, and last push date 2026-07-01.
125,081 stars
Coding
open-webuiopen-webui/open-webui
open-webui/open-webui is verified on GitHub with 143,811 stars, 20,761 forks, and last push date 2026-07-01.
143,811 stars
Coding
langchainlangchain-ai/langchain
langchain-ai/langchain is verified on GitHub with 140,739 stars, 23,369 forks, and last push date 2026-07-01.
140,739 stars
Coding
MoneyPrinterTurboharry0703/MoneyPrinterTurbo
harry0703/MoneyPrinterTurbo is verified on GitHub with 95,169 stars, 13,835 forks, and last push date 2026-07-02.
95,169 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.
2335 recorded history points are available; 114 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.