Codingverified
ponytailDietrichGebert
ponytail changed this week: score +14, rank up 25, GitHub stars +6,068.
Score 70Rank #51
Archived daily intelligence
AI Market Briefing - Jul 3, 2026
Archived snapshot generated on Jul 3, 2026. It preserves the model movement, coding agent, RAG, open-source, and editorial signals from that daily run.
Jul 3, 2026
Generated
118
Verified rows
2340
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 +1,124.
Score 61Rank #67
Codingverified
graphifysafishamsi
graphify changed this week: score +2, rank up 3, GitHub stars +3,855.
Score 74Rank #44
Codingverified
Understand-AnythingEgonex-AI
Understand-Anything changed this week: score +2, rank up 3, GitHub stars +2,049.
Score 69Rank #52
Codingverified
MoneyPrinterTurboharry0703
MoneyPrinterTurbo changed this week: score +2, rank up 2, GitHub stars +1,998.
Score 81Rank #32
Codingverified
cavemanJuliusBrussee
caveman changed this week: score +2, rank up 2, GitHub stars +5,145.
Score 76Rank #41
Codingverified
open-designnexu-io
open-design changed this week: score +2, rank up 2, GitHub stars +2,699.
Score 72Rank #47
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 225,526 stars, 34,493 forks, and last push date 2026-07-03.
225,526 stars
Coding
claw-codeultraworkers/claw-code
ultraworkers/claw-code is verified on GitHub with 194,535 stars, 109,852 forks, and last push date 2026-06-26.
194,535 stars
Coding
superpowersobra/superpowers
obra/superpowers is verified on GitHub with 245,202 stars, 21,726 forks, and last push date 2026-07-02.
245,202 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 76,669 stars, 7,605 forks, and last push date 2026-07-03.
76,669 stars
Ai
CowAgentzhayujie/CowAgent
zhayujie/CowAgent is verified on GitHub with 45,772 stars, 10,251 forks, and last push date 2026-07-03.
45,772 stars
Coding
Understand-AnythingEgonex-AI/Understand-Anything
Egonex-AI/Understand-Anything is verified on GitHub with 70,600 stars, 5,846 forks, and last push date 2026-07-03.
70,600 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 225,526 stars, 34,493 forks, and last push date 2026-07-03.
225,526 stars
Coding
claw-codeultraworkers/claw-code
ultraworkers/claw-code is verified on GitHub with 194,535 stars, 109,852 forks, and last push date 2026-06-26.
194,535 stars
Coding
superpowersobra/superpowers
obra/superpowers is verified on GitHub with 245,202 stars, 21,726 forks, and last push date 2026-07-02.
245,202 stars
Coding
JavaGuideSnailclimb/JavaGuide
Snailclimb/JavaGuide is verified on GitHub with 156,772 stars, 46,159 forks, and last push date 2026-06-28.
156,772 stars
Coding
open-webuiopen-webui/open-webui
open-webui/open-webui is verified on GitHub with 144,021 stars, 20,793 forks, and last push date 2026-07-02.
144,021 stars
Coding
agency-agentsmsitarzewski/agency-agents
msitarzewski/agency-agents is verified on GitHub with 126,216 stars, 20,484 forks, and last push date 2026-07-01.
126,216 stars
Coding
langchainlangchain-ai/langchain
langchain-ai/langchain is verified on GitHub with 140,830 stars, 23,381 forks, and last push date 2026-07-01.
140,830 stars
Coding
MoneyPrinterTurboharry0703/MoneyPrinterTurbo
harry0703/MoneyPrinterTurbo is verified on GitHub with 95,438 stars, 13,880 forks, and last push date 2026-07-03.
95,438 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.
2340 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.