Codingverified
agent-skillsaddyosmani
agent-skills changed this week: score +4, rank up 7, GitHub stars +7,122.
Score 73Rank #47
Archived daily intelligence
AI Market Briefing - Jul 12, 2026
Archived snapshot generated on Jul 12, 2026. It preserves the model movement, coding agent, RAG, open-source, and editorial signals from that daily run.
Jul 12, 2026
Generated
118
Verified rows
2389
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 +2, rank up 4, GitHub stars +5,476.
Score 74Rank #44
Score 67Rank #57
Codingverified
Prompt-Engineering-Guidedair-ai
Prompt-Engineering-Guide changed this week: score -2, rank down 3, GitHub stars +142.
Score 71Rank #50
Codingverified
hello-agentsdatawhalechina
hello-agents changed this week: score +2, rank up 3, GitHub stars +1,282.
Score 63Rank #64
Codingverified
deer-flowbytedance
deer-flow changed this week: score -1, rank down 3, GitHub stars +579.
Score 72Rank #49
Codingverified
graphifyGraphify-Labs
graphify changed this week: score +1, rank up 2, GitHub stars +4,300.
Score 75Rank #43
Codingverified
OpenHandsOpenHands
OpenHands changed this week: score -1, rank down 2, GitHub stars +923.
Score 74Rank #45
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 228,806 stars, 35,081 forks, and last push date 2026-07-09.
228,806 stars
Coding
superpowersobra/superpowers
obra/superpowers is verified on GitHub with 252,817 stars, 22,569 forks, and last push date 2026-07-10.
252,817 stars
Coding
agency-agentsmsitarzewski/agency-agents
msitarzewski/agency-agents is verified on GitHub with 130,666 stars, 21,431 forks, and last push date 2026-07-12.
130,666 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 118,282 stars, 17,595 forks, and last push date 2026-07-11.
118,282 stars
Coding
graphifyGraphify-Labs/graphify
Graphify-Labs/graphify is verified on GitHub with 82,787 stars, 8,167 forks, and last push date 2026-07-12.
82,787 stars
Coding
Understand-AnythingEgonex-AI/Understand-Anything
Egonex-AI/Understand-Anything is verified on GitHub with 73,513 stars, 6,127 forks, and last push date 2026-07-12.
73,513 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 228,806 stars, 35,081 forks, and last push date 2026-07-09.
228,806 stars
Coding
superpowersobra/superpowers
obra/superpowers is verified on GitHub with 252,817 stars, 22,569 forks, and last push date 2026-07-10.
252,817 stars
Coding
agency-agentsmsitarzewski/agency-agents
msitarzewski/agency-agents is verified on GitHub with 130,666 stars, 21,431 forks, and last push date 2026-07-12.
130,666 stars
Coding
JavaGuideSnailclimb/JavaGuide
Snailclimb/JavaGuide is verified on GitHub with 156,975 stars, 46,171 forks, and last push date 2026-07-06.
156,975 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 141,829 stars, 34,809 forks, and last push date 2026-07-08.
141,829 stars
Coding
langchainlangchain-ai/langchain
langchain-ai/langchain is verified on GitHub with 141,589 stars, 23,539 forks, and last push date 2026-07-12.
141,589 stars
Coding
awesome-llm-appsShubhamsaboo/awesome-llm-apps
Shubhamsaboo/awesome-llm-apps is verified on GitHub with 118,282 stars, 17,595 forks, and last push date 2026-07-11.
118,282 stars
Coding
open-webuiopen-webui/open-webui
open-webui/open-webui is verified on GitHub with 145,130 stars, 21,029 forks, and last push date 2026-07-10.
145,130 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.
2389 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.