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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Jul 6, 2026

Generated

118

Verified rows

2358

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

247,507 stars on the largest verified project

Source integrity

118

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

71 model entries changed across recorded SkillRank snapshots this week.

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.

model/tool

ECC

affaan-m/ECC

affaan-m/ECC is verified on GitHub with 226,545 stars, 34,649 forks, and last push date 2026-07-06.

ai-agentsanthropicclaudeclaude-codedeveloper-toolsllm
Stars
226,545
Forks
34,649
Issues
66
affaan-m/ECC

model/tool

superpowers

obra/superpowers

obra/superpowers is verified on GitHub with 247,507 stars, 21,959 forks, and last push date 2026-07-05.

aibrainstormingcodingobrasdlcskills
Stars
247,507
Forks
21,959
Issues
337
obra/superpowers

model/tool

claw-code

ultraworkers/claw-code

ultraworkers/claw-code is verified on GitHub with 194,611 stars, 109,819 forks, and last push date 2026-06-26.

Stars
194,611
Forks
109,819
Issues
22
ultraworkers/claw-code

RAG

RAG tools trend

RAG coverage combines embedding model rankings with verified retrieval and knowledge-system repositories such as Graphify-Labs/graphify.

model/tool

graphify

Graphify-Labs/graphify

Graphify-Labs/graphify is verified on GitHub with 78,487 stars, 7,749 forks, and last push date 2026-07-06.

antigravityclaude-codecodexgeminigraphragknowledge-graph
Stars
78,487
Forks
7,749
Issues
432
Graphify-Labs/graphify

skill

CowAgent

zhayujie/CowAgent

zhayujie/CowAgent is verified on GitHub with 45,824 stars, 10,254 forks, and last push date 2026-07-06.

aiai-agentai-agentschatgpt-on-wechatclaudeclaude-code
Stars
45,824
Forks
10,254
Issues
21
zhayujie/CowAgent

model/tool

Understand-Anything

Egonex-AI/Understand-Anything

Egonex-AI/Understand-Anything is verified on GitHub with 71,307 stars, 5,927 forks, and last push date 2026-07-06.

antigravity-skillsbusiness-knowledgeclaude-codeclaude-skillscodebase-analysiscodex
Stars
71,307
Forks
5,927
Issues
264
Egonex-AI/Understand-Anything

model/tool

deer-flow

bytedance/deer-flow

bytedance/deer-flow is verified on GitHub with 76,250 stars, 10,332 forks, and last push date 2026-07-06.

agentagenticagentic-frameworkagentic-workflowaiai-agents
Stars
76,250
Forks
10,332
Issues
931
bytedance/deer-flow

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

ECC

affaan-m/ECC

affaan-m/ECC is verified on GitHub with 226,545 stars, 34,649 forks, and last push date 2026-07-06.

ai-agentsanthropicclaudeclaude-codedeveloper-toolsllm
Stars
226,545
Forks
34,649
Issues
66
affaan-m/ECC

model/tool

superpowers

obra/superpowers

obra/superpowers is verified on GitHub with 247,507 stars, 21,959 forks, and last push date 2026-07-05.

aibrainstormingcodingobrasdlcskills
Stars
247,507
Forks
21,959
Issues
337
obra/superpowers

model/tool

claw-code

ultraworkers/claw-code

ultraworkers/claw-code is verified on GitHub with 194,611 stars, 109,819 forks, and last push date 2026-06-26.

Stars
194,611
Forks
109,819
Issues
22
ultraworkers/claw-code

model/tool

agency-agents

msitarzewski/agency-agents

msitarzewski/agency-agents is verified on GitHub with 127,903 stars, 20,769 forks, and last push date 2026-07-05.

Stars
127,903
Forks
20,769
Issues
103
msitarzewski/agency-agents

model/tool

langchain

langchain-ai/langchain

langchain-ai/langchain is verified on GitHub with 141,092 stars, 23,447 forks, and last push date 2026-07-06.

agentsaiai-agentsanthropicchatgptdeepagents
Stars
141,092
Forks
23,447
Issues
405
langchain-ai/langchain

model/tool

JavaGuide

Snailclimb/JavaGuide

Snailclimb/JavaGuide is verified on GitHub with 156,834 stars, 46,164 forks, and last push date 2026-06-28.

agentaicontext-engineeringdeepseekinterviewjava
Stars
156,834
Forks
46,164
Issues
59
Snailclimb/JavaGuide

model/tool

MoneyPrinterTurbo

harry0703/MoneyPrinterTurbo

harry0703/MoneyPrinterTurbo is verified on GitHub with 95,949 stars, 13,985 forks, and last push date 2026-07-06.

aiautomationchatgptmoviepypythonshortvideo
Stars
95,949
Forks
13,985
Issues
52
harry0703/MoneyPrinterTurbo

Editorial view

SkillRank editorial view

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

118 rows were verified through GitHub-backed source checks before this briefing was generated.
2358 recorded history points are available; 115 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