Codingverified
graphifysafishamsi
graphify changed this week: score +3, rank up 5, GitHub stars +2,903.
Score 69Rank #49
Archived daily intelligence
AI Market Briefing - Jun 18, 2026
Archived snapshot generated on Jun 18, 2026. It preserves the model movement, coding agent, RAG, open-source, and editorial signals from that daily run.
Jun 18, 2026
Generated
113
Verified rows
1616
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
open-designnexu-io
open-design changed this week: score +2, rank up 4, GitHub stars +3,371.
Score 66Rank #54
Codingverified
hermes-agentNousResearch
hermes-agent changed this week: score +2, rank up 2, GitHub stars +5,037.
Score 92Rank #13
Score 66Rank #55
Score 62Rank #60
Codingverified
cavemanJuliusBrussee
caveman changed this week: score +1, rank up 2, GitHub stars +2,572.
Score 73Rank #43
Codingverified
ScraplingD4Vinci
Scrapling changed this week: score +1, rank up 2, GitHub stars +1,535.
Score 64Rank #57
Codingverified
get-shit-donegsd-build
get-shit-done changed this week: score -1, rank down 2, GitHub stars +173.
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 217,595 stars, 33,396 forks, and last push date 2026-06-17.
217,595 stars
Coding
JavaGuideSnailclimb/JavaGuide
Snailclimb/JavaGuide is verified on GitHub with 156,460 stars, 46,151 forks, and last push date 2026-06-17.
156,460 stars
Coding
claw-codeultraworkers/claw-code
ultraworkers/claw-code is verified on GitHub with 194,012 stars, 109,948 forks, and last push date 2026-06-08.
194,012 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 114,956 stars, 17,057 forks, and last push date 2026-06-15.
114,956 stars
Ai
CowAgentzhayujie/CowAgent
zhayujie/CowAgent is verified on GitHub with 45,400 stars, 10,207 forks, and last push date 2026-06-18.
45,400 stars
Coding
graphifysafishamsi/graphify
safishamsi/graphify is verified on GitHub with 68,964 stars, 6,955 forks, and last push date 2026-06-18.
68,964 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 217,595 stars, 33,396 forks, and last push date 2026-06-17.
217,595 stars
Coding
JavaGuideSnailclimb/JavaGuide
Snailclimb/JavaGuide is verified on GitHub with 156,460 stars, 46,151 forks, and last push date 2026-06-17.
156,460 stars
Coding
claw-codeultraworkers/claw-code
ultraworkers/claw-code is verified on GitHub with 194,012 stars, 109,948 forks, and last push date 2026-06-08.
194,012 stars
Coding
agency-agentsmsitarzewski/agency-agents
msitarzewski/agency-agents is verified on GitHub with 114,319 stars, 18,675 forks, and last push date 2026-06-18.
114,319 stars
Coding
langchainlangchain-ai/langchain
langchain-ai/langchain is verified on GitHub with 139,631 stars, 23,145 forks, and last push date 2026-06-18.
139,631 stars
Coding
open-webuiopen-webui/open-webui
open-webui/open-webui is verified on GitHub with 142,133 stars, 20,423 forks, and last push date 2026-06-18.
142,133 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 140,840 stars, 34,726 forks, and last push date 2026-06-12.
140,840 stars
Coding
awesome-llm-appsShubhamsaboo/awesome-llm-apps
Shubhamsaboo/awesome-llm-apps is verified on GitHub with 114,956 stars, 17,057 forks, and last push date 2026-06-15.
114,956 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.
1616 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.