Score 71Rank #51Score +3Rank +4Stars +4,564
Daily intelligence
AI market briefings with evidence attached.
SkillRank updates this briefing from daily crawler output: recorded model snapshots, verified GitHub metadata, RAG and coding-agent coverage, open-source watchlists, and a conservative editorial read.
Jul 24, 2026
Generated
119
Verified rows
2417
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.
Market Pulse Heatmap
Where verified signals are strongest today.
Heat is calculated from recorded movement, verified GitHub coverage, watchlist depth, and briefing inputs. It is a discovery signal, not a ranking override.
AI model movement
Movement
8 tracked model signals
Coding agents
11
6 verified repos plus model signals
RAG tools
11
6 retrieval or embedding repositories
Open-source watchlist
8
260,411 stars on the largest verified project
Source integrity
119
Rows accepted after source consistency checks
Editorial context
4
Interpretive notes generated from the verified dataset
Models
This week in AI model movement
72 model entries changed across recorded SkillRank snapshots this week.
Codingverified
graphifyGraphify-Labs
graphify changed this week: score +2, rank up 3, GitHub stars +4,322.
Score 79Rank #36Score +2Rank +3Stars +4,322
Codingverified
worldmonitorkoala73
worldmonitor changed this week: score +2, rank up 3, GitHub stars +2,055.
Score 68Rank #56Score +2Rank +3Stars +2,055
Codingverified
cavemanJuliusBrussee
caveman changed this week: score +1, rank up 2, GitHub stars +2,175.
Score 78Rank #38Score +1Rank +2Stars +2,175
Codingverified
awesome-mcp-serverspunkpeye
awesome-mcp-servers changed this week: score -1, rank down 2, GitHub stars +429.
Score 77Rank #40Score -1Rank -2Stars +429
Codingverified
ponytailDietrichGebert
ponytail changed this week: score +1, rank up 2, GitHub stars +3,377.
Score 76Rank #41Score +1Rank +2Stars +3,377
Codingverified
OpenBBOpenBB-finance
OpenBB changed this week: score -1, rank down 2, GitHub stars +241.
Score 66Rank #59Score -1Rank -2Stars +241
Codingverified
awesome-claude-skillsComposioHQ
awesome-claude-skills changed this week: score +1, rank up 2, GitHub stars +1,792.
Score 65Rank #61Score +1Rank +2Stars +1,792
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 #1Score stableRank stable
Score 98Rank #2Score stableRank stable
Codingeditorial
GitHub Copilot Chat & agentGitHub
GitHub Copilot Chat & agent remained stable across recorded snapshots this week.
Score 98Rank #3Score stableRank stable
Codingeditorial
OpenAI Codex (current)OpenAI
OpenAI Codex (current) remained stable across recorded snapshots this week.
Score 97Rank #4Score stableRank stable
model/tool
ECCaffaan-m/ECC
affaan-m/ECC is verified on GitHub with 232,741 stars, 35,471 forks, and last push date 2026-07-24.
ai-agentsanthropicclaudeclaude-codedeveloper-toolsllm
- Stars
- 232,741
- Forks
- 35,471
- Issues
- 102
model/tool
superpowersobra/superpowers
obra/superpowers is verified on GitHub with 260,411 stars, 23,232 forks, and last push date 2026-07-24.
aibrainstormingcodingobrasdlcskills
- Stars
- 260,411
- Forks
- 23,232
- Issues
- 318
model/tool
JavaGuideSnailclimb/JavaGuide
Snailclimb/JavaGuide is verified on GitHub with 157,279 stars, 46,182 forks, and last push date 2026-07-21.
agentaicontext-engineeringdeepseekinterviewjava
- Stars
- 157,279
- Forks
- 46,182
- Issues
- 58
model/tool
agency-agentsmsitarzewski/agency-agents
msitarzewski/agency-agents is verified on GitHub with 136,341 stars, 22,209 forks, and last push date 2026-07-23.
- Stars
- 136,341
- Forks
- 22,209
- Issues
- 99
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 #1Score stableRank stable
Embedding / RAGeditorial
Gemini embedding 004Gemini embedding 004 remained stable across recorded snapshots this week.
Score 90Rank #2Score stableRank stable
Embedding / RAGeditorial
Cohere Embed v4Cohere
Cohere Embed v4 remained stable across recorded snapshots this week.
Score 88Rank #3Score stableRank stable
Score 84Rank #4Score stableRank stable
model/tool
awesome-llm-appsShubhamsaboo/awesome-llm-apps
Shubhamsaboo/awesome-llm-apps is verified on GitHub with 127,210 stars, 18,754 forks, and last push date 2026-07-23.
agentsllmspythonrag
- Stars
- 127,210
- Forks
- 18,754
- Issues
- 18
skill
CowAgentzhayujie/CowAgent
zhayujie/CowAgent is verified on GitHub with 46,111 stars, 10,274 forks, and last push date 2026-07-24.
aiai-agentai-agentschatgpt-on-wechatclaudeclaude-code
- Stars
- 46,111
- Forks
- 10,274
- Issues
- 39
model/tool
graphifyGraphify-Labs/graphify
Graphify-Labs/graphify is verified on GitHub with 94,977 stars, 9,205 forks, and last push date 2026-07-22.
ai-agentsantigravityastclaude-codecode-analysiscode-search
- Stars
- 94,977
- Forks
- 9,205
- Issues
- 634
model/tool
Understand-AnythingEgonex-AI/Understand-Anything
Egonex-AI/Understand-Anything is verified on GitHub with 75,934 stars, 6,340 forks, and last push date 2026-07-21.
antigravity-skillsbusiness-knowledgeclaude-codeclaude-skillscodebase-analysiscodex
- Stars
- 75,934
- Forks
- 6,340
- Issues
- 260
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.
model/tool
ECCaffaan-m/ECC
affaan-m/ECC is verified on GitHub with 232,741 stars, 35,471 forks, and last push date 2026-07-24.
ai-agentsanthropicclaudeclaude-codedeveloper-toolsllm
- Stars
- 232,741
- Forks
- 35,471
- Issues
- 102
model/tool
superpowersobra/superpowers
obra/superpowers is verified on GitHub with 260,411 stars, 23,232 forks, and last push date 2026-07-24.
aibrainstormingcodingobrasdlcskills
- Stars
- 260,411
- Forks
- 23,232
- Issues
- 318
model/tool
JavaGuideSnailclimb/JavaGuide
Snailclimb/JavaGuide is verified on GitHub with 157,279 stars, 46,182 forks, and last push date 2026-07-21.
agentaicontext-engineeringdeepseekinterviewjava
- Stars
- 157,279
- Forks
- 46,182
- Issues
- 58
model/tool
agency-agentsmsitarzewski/agency-agents
msitarzewski/agency-agents is verified on GitHub with 136,341 stars, 22,209 forks, and last push date 2026-07-23.
- Stars
- 136,341
- Forks
- 22,209
- Issues
- 99
model/tool
awesome-llm-appsShubhamsaboo/awesome-llm-apps
Shubhamsaboo/awesome-llm-apps is verified on GitHub with 127,210 stars, 18,754 forks, and last push date 2026-07-23.
agentsllmspythonrag
- Stars
- 127,210
- Forks
- 18,754
- Issues
- 18
model/tool
langchainlangchain-ai/langchain
langchain-ai/langchain is verified on GitHub with 142,506 stars, 23,720 forks, and last push date 2026-07-24.
agentsaiai-agentsanthropicchatgptdeepagents
- Stars
- 142,506
- Forks
- 23,720
- Issues
- 453
model/tool
open-webuiopen-webui/open-webui
open-webui/open-webui is verified on GitHub with 146,581 stars, 21,288 forks, and last push date 2026-07-24.
aillmllm-uillm-webuillmsmcp
- Stars
- 146,581
- Forks
- 21,288
- Issues
- 444
model/tool
MoneyPrinterTurboharry0703/MoneyPrinterTurbo
harry0703/MoneyPrinterTurbo is verified on GitHub with 99,072 stars, 14,667 forks, and last push date 2026-07-24.
ai-video-generatorcontent-creationffmpeginstagram-reelsllmpython
- Stars
- 99,072
- Forks
- 14,667
- Issues
- 3
Editorial view
SkillRank editorial view
Use weekly movement as an early signal, then verify fit with your own evaluation set before switching providers.
119 rows were verified through GitHub-backed source checks before this briefing was generated.
2417 recorded history points are available; 116 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.