Codingeditorial
graphifysafishamsi
graphify changed this week: score +21, rank up 35, GitHub stars +4,295.
Score 93Rank #11
Archived daily intelligence
AI Market Briefing - Jul 4, 2026
Archived snapshot generated on Jul 4, 2026. It preserves the model movement, coding agent, RAG, open-source, and editorial signals from that daily run.
Jul 4, 2026
Generated
118
Verified rows
2346
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 +16, rank up 27, GitHub stars +7,066.
Score 72Rank #49
Codingverified
hello-agentsdatawhalechina
hello-agents changed this week: score +6, rank up 9, GitHub stars +1,260.
Score 61Rank #68
Codingverified
MetaGPTFoundationAgents
MetaGPT changed this week: score -2, rank down 5, GitHub stars +101.
Score 67Rank #57
Codingverified
Front-End-Checklistthedaviddias
Front-End-Checklist changed this week: score -2, rank down 4, GitHub stars +63.
Score 70Rank #51
Codingverified
MoneyPrinterTurboharry0703
MoneyPrinterTurbo changed this week: score +2, rank up 1, GitHub stars +1,854.
Score 81Rank #33
Codingverified
cavemanJuliusBrussee
caveman changed this week: score +2, rank up 1, GitHub stars +5,986.
Score 76Rank #42
Codingverified
open-designnexu-io
open-design changed this week: score +2, rank up 1, GitHub stars +2,610.
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 225,873 stars, 34,551 forks, and last push date 2026-07-04.
225,873 stars
Coding
claw-codeultraworkers/claw-code
ultraworkers/claw-code is verified on GitHub with 194,547 stars, 109,836 forks, and last push date 2026-06-26.
194,547 stars
Coding
superpowersobra/superpowers
obra/superpowers is verified on GitHub with 245,929 stars, 21,808 forks, and last push date 2026-07-02.
245,929 stars
RAG
RAG tools trend
RAG coverage combines embedding model rankings with verified retrieval and knowledge-system repositories such as Graphify-Labs/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
graphifyGraphify-Labs/graphify
Graphify-Labs/graphify is verified on GitHub with 77,438 stars, 7,668 forks, and last push date 2026-07-04.
77,438 stars
Ai
CowAgentzhayujie/CowAgent
zhayujie/CowAgent is verified on GitHub with 45,784 stars, 10,250 forks, and last push date 2026-07-03.
45,784 stars
Coding
Understand-AnythingEgonex-AI/Understand-Anything
Egonex-AI/Understand-Anything is verified on GitHub with 70,769 stars, 5,867 forks, and last push date 2026-07-03.
70,769 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 225,873 stars, 34,551 forks, and last push date 2026-07-04.
225,873 stars
Coding
claw-codeultraworkers/claw-code
ultraworkers/claw-code is verified on GitHub with 194,547 stars, 109,836 forks, and last push date 2026-06-26.
194,547 stars
Coding
superpowersobra/superpowers
obra/superpowers is verified on GitHub with 245,929 stars, 21,808 forks, and last push date 2026-07-02.
245,929 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 141,507 stars, 34,776 forks, and last push date 2026-07-03.
141,507 stars
Coding
JavaGuideSnailclimb/JavaGuide
Snailclimb/JavaGuide is verified on GitHub with 156,787 stars, 46,161 forks, and last push date 2026-06-28.
156,787 stars
Coding
open-webuiopen-webui/open-webui
open-webui/open-webui is verified on GitHub with 144,169 stars, 20,822 forks, and last push date 2026-07-02.
144,169 stars
Coding
agency-agentsmsitarzewski/agency-agents
msitarzewski/agency-agents is verified on GitHub with 126,857 stars, 20,583 forks, and last push date 2026-07-01.
126,857 stars
Coding
n8nn8n-io/n8n
n8n-io/n8n is verified on GitHub with 195,127 stars, 59,051 forks, and last push date 2026-07-04.
195,127 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.
2346 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.