Codingverified
graphifyGraphify-Labs
graphify changed this week: score +2, rank up 3, GitHub stars +6,780.
Score 77Rank #40
Archived daily intelligence
AI Market Briefing - Jul 16, 2026
Archived snapshot generated on Jul 16, 2026. It preserves the model movement, coding agent, RAG, open-source, and editorial signals from that daily run.
Jul 16, 2026
Generated
118
Verified rows
2401
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.
Score 68Rank #55
Codingverified
Understand-AnythingEgonex-AI
Understand-Anything changed this week: score +1, rank up 2, GitHub stars +2,006.
Score 70Rank #52
Codingverified
Front-End-Checklistthedaviddias
Front-End-Checklist changed this week: score -1, rank down 2, GitHub stars +45.
Score 69Rank #54
Score 66Rank #58
Score 66Rank #59
Codingverified
MetaGPTFoundationAgents
MetaGPT changed this week: score -1, rank down 2, GitHub stars +110.
Score 65Rank #61
Codingverified
openinterpreteropeninterpreter
openinterpreter changed this week: score +1, rank up 2, GitHub stars +1,491.
Score 62Rank #66
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 230,307 stars, 35,239 forks, and last push date 2026-07-14.
230,307 stars
Coding
superpowersobra/superpowers
obra/superpowers is verified on GitHub with 255,829 stars, 22,869 forks, and last push date 2026-07-16.
255,829 stars
Coding
agency-agentsmsitarzewski/agency-agents
msitarzewski/agency-agents is verified on GitHub with 132,011 stars, 21,707 forks, and last push date 2026-07-15.
132,011 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 122,496 stars, 18,069 forks, and last push date 2026-07-14.
122,496 stars
Coding
graphifyGraphify-Labs/graphify
Graphify-Labs/graphify is verified on GitHub with 88,457 stars, 8,655 forks, and last push date 2026-07-16.
88,457 stars
Ai
CowAgentzhayujie/CowAgent
zhayujie/CowAgent is verified on GitHub with 46,006 stars, 10,268 forks, and last push date 2026-07-16.
46,006 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 230,307 stars, 35,239 forks, and last push date 2026-07-14.
230,307 stars
Coding
superpowersobra/superpowers
obra/superpowers is verified on GitHub with 255,829 stars, 22,869 forks, and last push date 2026-07-16.
255,829 stars
Coding
agency-agentsmsitarzewski/agency-agents
msitarzewski/agency-agents is verified on GitHub with 132,011 stars, 21,707 forks, and last push date 2026-07-15.
132,011 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 141,973 stars, 34,804 forks, and last push date 2026-07-12.
141,973 stars
Coding
langchainlangchain-ai/langchain
langchain-ai/langchain is verified on GitHub with 141,917 stars, 23,582 forks, and last push date 2026-07-16.
141,917 stars
Coding
open-webuiopen-webui/open-webui
open-webui/open-webui is verified on GitHub with 145,626 stars, 21,086 forks, and last push date 2026-07-16.
145,626 stars
Coding
awesome-llm-appsShubhamsaboo/awesome-llm-apps
Shubhamsaboo/awesome-llm-apps is verified on GitHub with 122,496 stars, 18,069 forks, and last push date 2026-07-14.
122,496 stars
Coding
MoneyPrinterTurboharry0703/MoneyPrinterTurbo
harry0703/MoneyPrinterTurbo is verified on GitHub with 97,807 stars, 14,476 forks, and last push date 2026-07-16.
97,807 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.
2401 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.