Codingverified
ponytailDietrichGebert
ponytail changed this week: score +2, rank up 2, GitHub stars +3,239.
Score 76Rank #42
Archived daily intelligence
AI Market Briefing - Jul 22, 2026
Archived snapshot generated on Jul 22, 2026. It preserves the model movement, coding agent, RAG, open-source, and editorial signals from that daily run.
Jul 22, 2026
Generated
118
Verified rows
2413
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
graphifyGraphify-Labs
graphify changed this week: score +1, rank up 3, GitHub stars +5,141.
Score 78Rank #37
Codingverified
autoresearchkarpathy
autoresearch changed this week: score -1, rank down 2, GitHub stars +475.
Score 77Rank #39
Codingverified
awesome-mcp-serverspunkpeye
awesome-mcp-servers changed this week: score -1, rank down 2, GitHub stars +283.
Score 77Rank #40
Score 69Rank #53
Score 61Rank #67
Codingverified
get-shit-donegsd-build
get-shit-done changed this week: score -1, rank down 2, GitHub stars +27.
Score 60Rank #69
Codingverified
andrej-karpathy-skillsmultica-ai
andrej-karpathy-skills changed this week: score +1, rank up 1, GitHub stars +2,183.
Score 90Rank #17
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 232,097 stars, 35,401 forks, and last push date 2026-07-22.
232,097 stars
Coding
JavaGuideSnailclimb/JavaGuide
Snailclimb/JavaGuide is verified on GitHub with 157,215 stars, 46,183 forks, and last push date 2026-07-21.
157,215 stars
Coding
superpowersobra/superpowers
obra/superpowers is verified on GitHub with 259,231 stars, 23,109 forks, and last push date 2026-07-21.
259,231 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 126,109 stars, 18,601 forks, and last push date 2026-07-22.
126,109 stars
Coding
graphifyGraphify-Labs/graphify
Graphify-Labs/graphify is verified on GitHub with 93,598 stars, 9,073 forks, and last push date 2026-07-21.
93,598 stars
Ai
CowAgentzhayujie/CowAgent
zhayujie/CowAgent is verified on GitHub with 46,080 stars, 10,268 forks, and last push date 2026-07-22.
46,080 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 232,097 stars, 35,401 forks, and last push date 2026-07-22.
232,097 stars
Coding
JavaGuideSnailclimb/JavaGuide
Snailclimb/JavaGuide is verified on GitHub with 157,215 stars, 46,183 forks, and last push date 2026-07-21.
157,215 stars
Coding
superpowersobra/superpowers
obra/superpowers is verified on GitHub with 259,231 stars, 23,109 forks, and last push date 2026-07-21.
259,231 stars
Coding
agency-agentsmsitarzewski/agency-agents
msitarzewski/agency-agents is verified on GitHub with 135,751 stars, 22,103 forks, and last push date 2026-07-22.
135,751 stars
Coding
awesome-llm-appsShubhamsaboo/awesome-llm-apps
Shubhamsaboo/awesome-llm-apps is verified on GitHub with 126,109 stars, 18,601 forks, and last push date 2026-07-22.
126,109 stars
Coding
langchainlangchain-ai/langchain
langchain-ai/langchain is verified on GitHub with 142,325 stars, 23,682 forks, and last push date 2026-07-22.
142,325 stars
Coding
n8nn8n-io/n8n
n8n-io/n8n is verified on GitHub with 197,456 stars, 59,537 forks, and last push date 2026-07-22.
197,456 stars
Coding
open-webuiopen-webui/open-webui
open-webui/open-webui is verified on GitHub with 146,326 stars, 21,226 forks, and last push date 2026-07-21.
146,326 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.
2413 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.