Codingverified
graphifyGraphify-Labs
graphify changed this week: score +2, rank up 4, GitHub stars +6,251.
Score 78Rank #37
Archived daily intelligence
AI Market Briefing - Jul 20, 2026
Archived snapshot generated on Jul 20, 2026. It preserves the model movement, coding agent, RAG, open-source, and editorial signals from that daily run.
Jul 20, 2026
Generated
118
Verified rows
2411
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 2, GitHub stars +3,586.
Score 76Rank #42
Codingverified
awesome-mcp-serverspunkpeye
awesome-mcp-servers changed this week: score -1, rank down 2, GitHub stars +237.
Score 77Rank #40
Codingverified
ai-agents-for-beginnersmicrosoft
ai-agents-for-beginners changed this week: score +1, rank up 2, GitHub stars +588.
Score 66Rank #59
Score 65Rank #60
Score 61Rank #67
Codingverified
get-shit-donegsd-build
get-shit-done changed this week: score -1, rank down 2, GitHub stars +34.
Score 60Rank #69
Codingverified
langchainlangchain-ai
langchain changed this week: score +1, rank up 1, GitHub stars +406.
Score 86Rank #24
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 231,445 stars, 35,320 forks, and last push date 2026-07-20.
231,445 stars
Coding
superpowersobra/superpowers
obra/superpowers is verified on GitHub with 257,994 stars, 22,990 forks, and last push date 2026-07-20.
257,994 stars
Coding
JavaGuideSnailclimb/JavaGuide
Snailclimb/JavaGuide is verified on GitHub with 157,143 stars, 46,177 forks, and last push date 2026-07-19.
157,143 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 124,969 stars, 18,453 forks, and last push date 2026-07-19.
124,969 stars
Coding
graphifyGraphify-Labs/graphify
Graphify-Labs/graphify is verified on GitHub with 91,994 stars, 8,954 forks, and last push date 2026-07-20.
91,994 stars
Coding
Understand-AnythingEgonex-AI/Understand-Anything
Egonex-AI/Understand-Anything is verified on GitHub with 75,299 stars, 6,264 forks, and last push date 2026-07-20.
75,299 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 231,445 stars, 35,320 forks, and last push date 2026-07-20.
231,445 stars
Coding
superpowersobra/superpowers
obra/superpowers is verified on GitHub with 257,994 stars, 22,990 forks, and last push date 2026-07-20.
257,994 stars
Coding
JavaGuideSnailclimb/JavaGuide
Snailclimb/JavaGuide is verified on GitHub with 157,143 stars, 46,177 forks, and last push date 2026-07-19.
157,143 stars
Coding
awesome-llm-appsShubhamsaboo/awesome-llm-apps
Shubhamsaboo/awesome-llm-apps is verified on GitHub with 124,969 stars, 18,453 forks, and last push date 2026-07-19.
124,969 stars
Coding
langchainlangchain-ai/langchain
langchain-ai/langchain is verified on GitHub with 142,162 stars, 23,643 forks, and last push date 2026-07-20.
142,162 stars
Coding
agency-agentsmsitarzewski/agency-agents
msitarzewski/agency-agents is verified on GitHub with 134,435 stars, 21,934 forks, and last push date 2026-07-17.
134,435 stars
Coding
open-webuiopen-webui/open-webui
open-webui/open-webui is verified on GitHub with 146,064 stars, 21,174 forks, and last push date 2026-07-20.
146,064 stars
Coding
MoneyPrinterTurboharry0703/MoneyPrinterTurbo
harry0703/MoneyPrinterTurbo is verified on GitHub with 98,275 stars, 14,520 forks, and last push date 2026-07-20.
98,275 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.
2411 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.