SkillRank

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.

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Jun 9, 2026

Generated

112

Verified rows

636

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

High

8 tracked model signals

Coding agents

11

High

6 verified repos plus model signals

RAG tools

11

High

6 retrieval or embedding repositories

Open-source watchlist

8

High

211,542 stars on the largest verified project

Source integrity

112

High

Rows accepted after source consistency checks

Editorial context

4

Active

Interpretive notes generated from the verified dataset

Models

This week in AI model movement

63 model entries changed across recorded SkillRank snapshots this week.

Coding agents

Coding agents trend

Coding-agent attention is led by verified repositories such as ultraworkers/claw-code, while the model board tracks coding-specific products separately.

model/tool

claw-code

ultraworkers/claw-code

ultraworkers/claw-code is verified on GitHub with 193,525 stars, 109,955 forks, and last push date 2026-06-08.

Stars
193,525
Forks
109,955
Issues
5
ultraworkers/claw-code

model/tool

ECC

affaan-m/ECC

affaan-m/ECC is verified on GitHub with 211,542 stars, 32,459 forks, and last push date 2026-06-09.

ai-agentsanthropicclaudeclaude-codedeveloper-toolsllm
Stars
211,542
Forks
32,459
Issues
45
affaan-m/ECC

model/tool

JavaGuide

Snailclimb/JavaGuide

Snailclimb/JavaGuide is verified on GitHub with 156,251 stars, 46,137 forks, and last push date 2026-06-07.

agentaicontext-engineeringdeepseekinterviewjava
Stars
156,251
Forks
46,137
Issues
57
Snailclimb/JavaGuide

RAG

RAG tools trend

RAG coverage combines embedding model rankings with verified retrieval and knowledge-system repositories such as Shubhamsaboo/awesome-llm-apps.

model/tool

awesome-llm-apps

Shubhamsaboo/awesome-llm-apps

Shubhamsaboo/awesome-llm-apps is verified on GitHub with 114,017 stars, 16,918 forks, and last push date 2026-06-03.

agentsllmspythonrag
Stars
114,017
Forks
16,918
Issues
6
Shubhamsaboo/awesome-llm-apps

skill

CowAgent

zhayujie/CowAgent

zhayujie/CowAgent is verified on GitHub with 45,177 stars, 10,181 forks, and last push date 2026-06-09.

aiai-agentai-agentschatgpt-on-wechatclaudeclaude-code
Stars
45,177
Forks
10,181
Issues
13
zhayujie/CowAgent

model/tool

graphify

safishamsi/graphify

safishamsi/graphify is verified on GitHub with 63,895 stars, 6,519 forks, and last push date 2026-06-08.

antigravityclaude-codecodexgeminigraphragknowledge-graph
Stars
63,895
Forks
6,519
Issues
315
safishamsi/graphify

skill

Understand-Anything

Egonex-AI/Understand-Anything

Egonex-AI/Understand-Anything is verified on GitHub with 55,720 stars, 4,616 forks, and last push date 2026-06-09.

antigravity-skillsbusiness-knowledgeclaude-codeclaude-skillscodebase-analysiscodex
Stars
55,720
Forks
4,616
Issues
188
Egonex-AI/Understand-Anything

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

claw-code

ultraworkers/claw-code

ultraworkers/claw-code is verified on GitHub with 193,525 stars, 109,955 forks, and last push date 2026-06-08.

Stars
193,525
Forks
109,955
Issues
5
ultraworkers/claw-code

model/tool

ECC

affaan-m/ECC

affaan-m/ECC is verified on GitHub with 211,542 stars, 32,459 forks, and last push date 2026-06-09.

ai-agentsanthropicclaudeclaude-codedeveloper-toolsllm
Stars
211,542
Forks
32,459
Issues
45
affaan-m/ECC

model/tool

JavaGuide

Snailclimb/JavaGuide

Snailclimb/JavaGuide is verified on GitHub with 156,251 stars, 46,137 forks, and last push date 2026-06-07.

agentaicontext-engineeringdeepseekinterviewjava
Stars
156,251
Forks
46,137
Issues
57
Snailclimb/JavaGuide

model/tool

open-webui

open-webui/open-webui

open-webui/open-webui is verified on GitHub with 140,792 stars, 20,205 forks, and last push date 2026-06-08.

aillmllm-uillm-webuillmsmcp
Stars
140,792
Forks
20,205
Issues
369
open-webui/open-webui

model/tool

langchain

langchain-ai/langchain

langchain-ai/langchain is verified on GitHub with 138,882 stars, 22,996 forks, and last push date 2026-06-09.

agentsaiai-agentsanthropicchatgptdeepagents
Stars
138,882
Forks
22,996
Issues
531
langchain-ai/langchain

model/tool

agency-agents

msitarzewski/agency-agents

msitarzewski/agency-agents is verified on GitHub with 108,798 stars, 17,921 forks, and last push date 2026-06-07.

Stars
108,798
Forks
17,921
Issues
62
msitarzewski/agency-agents

model/tool

dify

langgenius/dify

langgenius/dify is verified on GitHub with 144,558 stars, 22,748 forks, and last push date 2026-06-09.

agentagentic-aiagentic-frameworkagentic-workflowaiautomation
Stars
144,558
Forks
22,748
Issues
737
langgenius/dify

Editorial view

SkillRank editorial view

Use weekly movement as an early signal, then verify fit with your own evaluation set before switching providers.

112 rows were verified through GitHub-backed source checks before this briefing was generated.
636 recorded history points are available; 107 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.
Data statusMethodology