Codingverified
ponytailDietrichGebert
ponytail changed this week: score +13, rank up 24, GitHub stars +3,530.
Score 69Rank #52
Archived daily intelligence
AI Market Briefing - Jul 1, 2026
Archived snapshot generated on Jul 1, 2026. It preserves the model movement, coding agent, RAG, open-source, and editorial signals from that daily run.
Jul 1, 2026
Generated
118
Verified rows
2330
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 +556.
Score 61Rank #67
Codingverified
Understand-AnythingEgonex-AI
Understand-Anything changed this week: score +4, rank up 5, GitHub stars +2,216.
Score 70Rank #51
Score 67Rank #56
Codingverified
graphifysafishamsi
graphify changed this week: score +2, rank up 2, GitHub stars +3,207.
Score 73Rank #46
Codingverified
open-designnexu-io
open-design changed this week: score +2, rank up 2, GitHub stars +2,683.
Score 72Rank #47
Score 71Rank #50
Codingverified
agent-skillsaddyosmani
agent-skills changed this week: score +2, rank up 1, GitHub stars +1,658.
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 224,471 stars, 34,345 forks, and last push date 2026-07-01.
224,471 stars
Coding
claw-codeultraworkers/claw-code
ultraworkers/claw-code is verified on GitHub with 194,490 stars, 109,860 forks, and last push date 2026-06-26.
194,490 stars
Coding
superpowersobra/superpowers
obra/superpowers is verified on GitHub with 243,206 stars, 21,565 forks, and last push date 2026-07-01.
243,206 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 75,132 stars, 7,466 forks, and last push date 2026-07-01.
75,132 stars
Ai
CowAgentzhayujie/CowAgent
zhayujie/CowAgent is verified on GitHub with 45,718 stars, 10,248 forks, and last push date 2026-07-01.
45,718 stars
Coding
awesome-llm-appsShubhamsaboo/awesome-llm-apps
Shubhamsaboo/awesome-llm-apps is verified on GitHub with 116,195 stars, 17,281 forks, and last push date 2026-06-15.
116,195 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 224,471 stars, 34,345 forks, and last push date 2026-07-01.
224,471 stars
Coding
claw-codeultraworkers/claw-code
ultraworkers/claw-code is verified on GitHub with 194,490 stars, 109,860 forks, and last push date 2026-06-26.
194,490 stars
Coding
superpowersobra/superpowers
obra/superpowers is verified on GitHub with 243,206 stars, 21,565 forks, and last push date 2026-07-01.
243,206 stars
Coding
JavaGuideSnailclimb/JavaGuide
Snailclimb/JavaGuide is verified on GitHub with 156,736 stars, 46,173 forks, and last push date 2026-06-28.
156,736 stars
Coding
open-webuiopen-webui/open-webui
open-webui/open-webui is verified on GitHub with 143,683 stars, 20,733 forks, and last push date 2026-07-01.
143,683 stars
Coding
agency-agentsmsitarzewski/agency-agents
msitarzewski/agency-agents is verified on GitHub with 122,281 stars, 19,949 forks, and last push date 2026-06-30.
122,281 stars
Coding
langchainlangchain-ai/langchain
langchain-ai/langchain is verified on GitHub with 140,650 stars, 23,358 forks, and last push date 2026-07-01.
140,650 stars
Coding
n8nn8n-io/n8n
n8n-io/n8n is verified on GitHub with 194,769 stars, 58,990 forks, and last push date 2026-07-01.
194,769 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.
2330 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.