Codingverified
graphifysafishamsi
graphify changed this week: score +3, rank up 4, GitHub stars +3,142.
Score 69Rank #50
Archived daily intelligence
AI Market Briefing - Jun 17, 2026
Archived snapshot generated on Jun 17, 2026. It preserves the model movement, coding agent, RAG, open-source, and editorial signals from that daily run.
Jun 17, 2026
Generated
113
Verified rows
1507
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
65 model entries changed across recorded SkillRank snapshots this week.
Codingverified
ScraplingD4Vinci
Scrapling changed this week: score +2, rank up 4, GitHub stars +1,579.
Score 64Rank #57
Codingverified
open-designnexu-io
open-design changed this week: score +2, rank up 3, GitHub stars +3,103.
Score 66Rank #55
Codingverified
hermes-agentNousResearch
hermes-agent changed this week: score +2, rank up 2, GitHub stars +5,273.
Score 92Rank #13
Score 62Rank #60
Codingverified
cavemanJuliusBrussee
caveman changed this week: score +1, rank up 2, GitHub stars +2,526.
Score 73Rank #43
Score 66Rank #54
Codingverified
get-shit-donegsd-build
get-shit-done changed this week: score -1, rank down 2, GitHub stars +174.
Score 64Rank #58
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 217,089 stars, 33,330 forks, and last push date 2026-06-16.
217,089 stars
Coding
JavaGuideSnailclimb/JavaGuide
Snailclimb/JavaGuide is verified on GitHub with 156,441 stars, 46,149 forks, and last push date 2026-06-17.
156,441 stars
Coding
claw-codeultraworkers/claw-code
ultraworkers/claw-code is verified on GitHub with 193,953 stars, 109,959 forks, and last push date 2026-06-08.
193,953 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 114,830 stars, 17,035 forks, and last push date 2026-06-15.
114,830 stars
Ai
CowAgentzhayujie/CowAgent
zhayujie/CowAgent is verified on GitHub with 45,378 stars, 10,206 forks, and last push date 2026-06-17.
45,378 stars
Coding
graphifysafishamsi/graphify
safishamsi/graphify is verified on GitHub with 68,509 stars, 6,925 forks, and last push date 2026-06-17.
68,509 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 217,089 stars, 33,330 forks, and last push date 2026-06-16.
217,089 stars
Coding
JavaGuideSnailclimb/JavaGuide
Snailclimb/JavaGuide is verified on GitHub with 156,441 stars, 46,149 forks, and last push date 2026-06-17.
156,441 stars
Coding
claw-codeultraworkers/claw-code
ultraworkers/claw-code is verified on GitHub with 193,953 stars, 109,959 forks, and last push date 2026-06-08.
193,953 stars
Coding
langchainlangchain-ai/langchain
langchain-ai/langchain is verified on GitHub with 139,554 stars, 23,126 forks, and last push date 2026-06-17.
139,554 stars
Coding
open-webuiopen-webui/open-webui
open-webui/open-webui is verified on GitHub with 141,985 stars, 20,404 forks, and last push date 2026-06-17.
141,985 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 140,776 stars, 34,716 forks, and last push date 2026-06-12.
140,776 stars
Coding
agency-agentsmsitarzewski/agency-agents
msitarzewski/agency-agents is verified on GitHub with 114,078 stars, 18,637 forks, and last push date 2026-06-16.
114,078 stars
Coding
awesome-llm-appsShubhamsaboo/awesome-llm-apps
Shubhamsaboo/awesome-llm-apps is verified on GitHub with 114,830 stars, 17,035 forks, and last push date 2026-06-15.
114,830 stars
Editorial view
SkillRank editorial view
Use weekly movement as an early signal, then verify fit with your own evaluation set before switching providers.
113 rows were verified through GitHub-backed source checks before this briefing was generated.
1507 recorded history points are available; 109 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.