Score 68Rank #55
Archived daily intelligence
AI Market Briefing - Jul 15, 2026
Archived snapshot generated on Jul 15, 2026. It preserves the model movement, coding agent, RAG, open-source, and editorial signals from that daily run.
Jul 15, 2026
Generated
118
Verified rows
2398
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
agent-skillsaddyosmani
agent-skills changed this week: score +2, rank up 3, GitHub stars +2,996.
Score 73Rank #47
Codingverified
MetaGPTFoundationAgents
MetaGPT changed this week: score -1, rank down 3, GitHub stars +108.
Score 65Rank #61
Codingverified
graphifyGraphify-Labs
graphify changed this week: score +1, rank up 2, GitHub stars +6,393.
Score 76Rank #41
Codingverified
ponytailDietrichGebert
ponytail changed this week: score +1, rank up 2, GitHub stars +4,878.
Score 74Rank #44
Codingverified
Understand-AnythingEgonex-AI
Understand-Anything changed this week: score +1, rank up 2, GitHub stars +1,957.
Score 70Rank #52
Codingverified
Front-End-Checklistthedaviddias
Front-End-Checklist changed this week: score -1, rank down 2, GitHub stars +54.
Score 69Rank #54
Score 66Rank #59
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 229,968 stars, 35,195 forks, and last push date 2026-07-14.
229,968 stars
Coding
superpowersobra/superpowers
obra/superpowers is verified on GitHub with 255,195 stars, 22,811 forks, and last push date 2026-07-14.
255,195 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 141,941 stars, 34,802 forks, and last push date 2026-07-12.
141,941 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 121,589 stars, 17,954 forks, and last push date 2026-07-14.
121,589 stars
Coding
Understand-AnythingEgonex-AI/Understand-Anything
Egonex-AI/Understand-Anything is verified on GitHub with 74,232 stars, 6,185 forks, and last push date 2026-07-15.
74,232 stars
Coding
graphifyGraphify-Labs/graphify
Graphify-Labs/graphify is verified on GitHub with 87,345 stars, 8,567 forks, and last push date 2026-07-14.
87,345 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 229,968 stars, 35,195 forks, and last push date 2026-07-14.
229,968 stars
Coding
superpowersobra/superpowers
obra/superpowers is verified on GitHub with 255,195 stars, 22,811 forks, and last push date 2026-07-14.
255,195 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 141,941 stars, 34,802 forks, and last push date 2026-07-12.
141,941 stars
Coding
awesome-llm-appsShubhamsaboo/awesome-llm-apps
Shubhamsaboo/awesome-llm-apps is verified on GitHub with 121,589 stars, 17,954 forks, and last push date 2026-07-14.
121,589 stars
Coding
langchainlangchain-ai/langchain
langchain-ai/langchain is verified on GitHub with 141,836 stars, 23,566 forks, and last push date 2026-07-15.
141,836 stars
Coding
open-webuiopen-webui/open-webui
open-webui/open-webui is verified on GitHub with 145,503 stars, 21,065 forks, and last push date 2026-07-15.
145,503 stars
Coding
agency-agentsmsitarzewski/agency-agents
msitarzewski/agency-agents is verified on GitHub with 131,652 stars, 21,627 forks, and last push date 2026-07-12.
131,652 stars
Coding
JavaGuideSnailclimb/JavaGuide
Snailclimb/JavaGuide is verified on GitHub with 157,053 stars, 46,165 forks, and last push date 2026-07-06.
157,053 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.
2398 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.