Codingverified
graphifysafishamsi
graphify changed this week: score +3, rank up 3, GitHub stars +2,625.
Score 71Rank #48
Archived daily intelligence
AI Market Briefing - Jun 21, 2026
Archived snapshot generated on Jun 21, 2026. It preserves the model movement, coding agent, RAG, open-source, and editorial signals from that daily run.
Jun 21, 2026
Generated
116
Verified rows
1948
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
67 model entries changed across recorded SkillRank snapshots this week.
Codingverified
open-designnexu-io
open-design changed this week: score +3, rank up 3, GitHub stars +3,204.
Score 69Rank #52
Codingverified
ScraplingD4Vinci
Scrapling changed this week: score +2, rank up 1, GitHub stars +1,443.
Score 65Rank #58
Codingverified
Understand-AnythingEgonex-AI
Understand-Anything changed this week: score +2, rank up 1, GitHub stars +713.
Score 65Rank #59
Score 63Rank #61
Codingverified
openinterpreteropeninterpreter
openinterpreter changed this week: score -1, rank down 4, GitHub stars +97.
Score 63Rank #62
Score 61Rank #65
Score 68Rank #53
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 219,099 stars, 33,593 forks, and last push date 2026-06-21.
219,099 stars
Coding
JavaGuideSnailclimb/JavaGuide
Snailclimb/JavaGuide is verified on GitHub with 156,504 stars, 46,149 forks, and last push date 2026-06-17.
156,504 stars
Coding
superpowersobra/superpowers
obra/superpowers is verified on GitHub with 234,709 stars, 20,831 forks, and last push date 2026-06-18.
234,709 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 115,219 stars, 17,113 forks, and last push date 2026-06-15.
115,219 stars
Ai
CowAgentzhayujie/CowAgent
zhayujie/CowAgent is verified on GitHub with 45,510 stars, 10,227 forks, and last push date 2026-06-20.
45,510 stars
Coding
Understand-AnythingEgonex-AI/Understand-Anything
Egonex-AI/Understand-Anything is verified on GitHub with 65,056 stars, 5,396 forks, and last push date 2026-06-20.
65,056 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 219,099 stars, 33,593 forks, and last push date 2026-06-21.
219,099 stars
Coding
JavaGuideSnailclimb/JavaGuide
Snailclimb/JavaGuide is verified on GitHub with 156,504 stars, 46,149 forks, and last push date 2026-06-17.
156,504 stars
Coding
superpowersobra/superpowers
obra/superpowers is verified on GitHub with 234,709 stars, 20,831 forks, and last push date 2026-06-18.
234,709 stars
Coding
claw-codeultraworkers/claw-code
ultraworkers/claw-code is verified on GitHub with 194,110 stars, 109,929 forks, and last push date 2026-06-08.
194,110 stars
Coding
langchainlangchain-ai/langchain
langchain-ai/langchain is verified on GitHub with 139,807 stars, 23,190 forks, and last push date 2026-06-21.
139,807 stars
Coding
open-webuiopen-webui/open-webui
open-webui/open-webui is verified on GitHub with 142,500 stars, 20,488 forks, and last push date 2026-06-19.
142,500 stars
Coding
agency-agentsmsitarzewski/agency-agents
msitarzewski/agency-agents is verified on GitHub with 114,831 stars, 18,756 forks, and last push date 2026-06-18.
114,831 stars
Coding
n8nn8n-io/n8n
n8n-io/n8n is verified on GitHub with 193,435 stars, 58,722 forks, and last push date 2026-06-21.
193,435 stars
Editorial view
SkillRank editorial view
Use weekly movement as an early signal, then verify fit with your own evaluation set before switching providers.
116 rows were verified through GitHub-backed source checks before this briefing was generated.
1948 recorded history points are available; 111 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.