Maturity

Recent 10k Newcomers

Name: GitStarClub Recent 10k Newcomers Repository Dataset
Creator: GitStarClub
License: https://creativecommons.org/licenses/by/4.0/

GitStarClub combines deterministic category assignments, all-time ranking data, and repository metadata. The page does not call live search or AI.

Maturity Complete ranking

How is the Recent 10k Newcomers ranking generated?

GitStarClub combines deterministic category assignments, all-time ranking data, and repository metadata. The page does not call live search or AI. Category counts come from GitStarClub's own category data: deterministic rules over repository metadata, not live search or AI.

Answer capsule

As of June 21, 2026, GitStarClub tracks 279 repositories in Recent 10k Newcomers. openclaw/openclaw leads with 379.5k total stars, followed by obra/superpowers and affaan-m/ECC. This category ranking uses deterministic category assignments, all-time ranking data, and repository metadata. - GitStarClub

Data as of: June 21, 2026
Source: GitStarClub

Top repositories

1-100 of 279

Recent 10k Newcomers repositories by current stars

1
openclaw/openclaw379.5k
TypeScript
2
obra/superpowers234.4k
Shell
3
affaan-m/ECC218.9k
JavaScript
4
NousResearch/hermes-agent198.4k
Python
5
ultraworkers/claw-code194.1k
Rust
6
multica-ai/andrej-karpathy-skills178.9k
Unknown
7
anomalyco/opencode176.4k
TypeScript
8
anthropics/skills153.3k
Python
9
mattpocock/skills138.5k
Shell
10
msitarzewski/agency-agents114.6k
Shell
11
github/spec-kit114.2k
Python
12
garrytan/gstack112.0k
TypeScript
13
google-gemini/gemini-cli105.4k
TypeScript
14
farion1231/cc-switch105.3k
Rust
15
nextlevelbuilder/ui-ux-pro-max-skill94.4k
Python
16
VoltAgent/awesome-design-md91.9k
Unknown
17
karpathy/autoresearch87.7k
Python
18
TauricResearch/TradingAgents87.5k
Python
19
thedotmack/claude-mem83.3k
TypeScript
20
ruvnet/RuView74.8k
Rust
21
paperclipai/paperclip71.1k
TypeScript
22
shareAI-lab/learn-claude-code67.5k
Python
23
666ghj/MiroFish66.9k
Python
24
ComposioHQ/awesome-claude-skills65.3k
Python
25
D4Vinci/Scrapling65.0k
Python
26
gsd-build/get-shit-done64.4k
JavaScript
27
earendil-works/pi64.1k
TypeScript
28
code-yeongyu/oh-my-openagent62.9k
TypeScript
29
datawhalechina/hello-agents60.4k
Python
30
ruvnet/ruflo60.4k
TypeScript
31
sansan0/TrendRadar59.7k
Python
32
shanraisshan/claude-code-best-practice58.4k
HTML
33
OpenCut-app/OpenCut58.2k
TypeScript
34
koala73/worldmonitor57.7k
TypeScript
35
tw93/Mole56.6k
Shell
36
Fission-AI/OpenSpec55.7k
TypeScript
37
Zie619/n8n-workflows55.3k
Python
38
karpathy/nanochat55.3k
Python
39
VoltAgent/awesome-openclaw-skills50.4k
Unknown
40
microsoft/VibeVoice49.5k
Python
41
bmad-code-org/BMAD-METHOD49.4k
JavaScript
42
hesreallyhim/awesome-claude-code46.9k
Python
43
9001/copyparty45.3k
Python
44
KeygraphHQ/shannon44.8k
TypeScript
45
HKUDS/nanobot44.5k
Python
46
ChromeDevTools/chrome-devtools-mcp44.1k
TypeScript
47
asgeirtj/system_prompts_leaks43.6k
JavaScript
48
elder-plinius/CL4R1T4S42.6k
Unknown
49
666ghj/BettaFish41.5k
Python
50
Lordog/dive-into-llms41.2k
Jupyter Notebook
51
moeru-ai/airi41.1k
TypeScript
52
QuantumNous/new-api39.5k
Go
53
apple/container38.9k
Swift
54
wshobson/agents37.0k
Python
55
google/langextract36.9k
Python
56
anthropics/prompt-eng-interactive-tutorial36.5k
Jupyter Notebook
57
patchy631/ai-engineering-hub35.9k
Jupyter Notebook
58
github/awesome-copilot35.3k
Python
59
musistudio/claude-code-router35.2k
TypeScript
60
AstrBotDevs/AstrBot35.0k
Python
61
ashishpatel26/500-AI-Agents-Projects32.8k
Python
62
datawhalechina/happy-llm31.4k
Jupyter Notebook
63
lightpanda-io/browser31.3k
Zig
64
linshenkx/prompt-optimizer31.1k
TypeScript
65
lbjlaq/Antigravity-Manager29.8k
Rust
66
rustfs/rustfs29.0k
Rust
67
simstudioai/sim28.8k
TypeScript
68
davila7/claude-code-templates28.2k
Python
69
getzep/graphiti27.6k
Python
70
srbhr/Resume-Matcher27.4k
TypeScript
71
supermemoryai/supermemory27.2k
TypeScript
72
HandsOnLLM/Hands-On-Large-Language-Models27.1k
Jupyter Notebook
73
BloopAI/vibe-kanban27.1k
Rust
74
agentscope-ai/agentscope27.0k
Python
75
firecrawl/open-lovable26.8k
TypeScript
76
permissionlesstech/bitchat26.0k
Swift
77
oraios/serena25.6k
Python
78
charmbracelet/crush25.5k
Go
79
QwenLM/qwen-code25.4k
TypeScript
80
niri-wm/niri25.4k
Rust
81
zama-ai/fhevm25.2k
Rust
82
resemble-ai/chatterbox25.1k
Python
83
Max-Eee/NeoPass24.9k
JavaScript
84
nautechsystems/nautilus_trader24.0k
Rust
85
google-ai-edge/gallery23.8k
Kotlin
86
basecamp/omarchy23.7k
Shell
87
Gar-b-age/CookLikeHOC23.6k
Dockerfile
88
humanlayer/12-factor-agents23.4k
TypeScript
89
SuperClaude-Org/SuperClaude_Framework23.3k
Python
90
enescingoz/awesome-n8n-templates23.2k
Unknown
91
OpenListTeam/OpenList23.1k
Go
92
PicoTrex/Awesome-Nano-Banana-images23.0k
Unknown
93
coleam00/Archon22.5k
TypeScript
94
promptfoo/promptfoo22.4k
TypeScript
95
winfunc/opcode22.1k
TypeScript
96
verl-project/verl22.0k
Python
97
readest/readest21.6k
TypeScript
98
ayangweb/BongoCat21.5k
Vue
99
fosrl/pangolin21.3k
TypeScript
100
index-tts/index-tts21.3k
Python

Recent 10k Newcomers repositories by current stars
Rank	Repository	Language	Total stars
1	openclaw/openclaw	TypeScript	379.5k
2	obra/superpowers	Shell	234.4k
3	affaan-m/ECC	JavaScript	218.9k
4	NousResearch/hermes-agent	Python	198.4k
5	ultraworkers/claw-code	Rust	194.1k
6	multica-ai/andrej-karpathy-skills	Unknown	178.9k
7	anomalyco/opencode	TypeScript	176.4k
8	anthropics/skills	Python	153.3k
9	mattpocock/skills	Shell	138.5k
10	msitarzewski/agency-agents	Shell	114.6k
11	github/spec-kit	Python	114.2k
12	garrytan/gstack	TypeScript	112.0k
13	google-gemini/gemini-cli	TypeScript	105.4k
14	farion1231/cc-switch	Rust	105.3k
15	nextlevelbuilder/ui-ux-pro-max-skill	Python	94.4k
16	VoltAgent/awesome-design-md	Unknown	91.9k
17	karpathy/autoresearch	Python	87.7k
18	TauricResearch/TradingAgents	Python	87.5k
19	thedotmack/claude-mem	TypeScript	83.3k
20	ruvnet/RuView	Rust	74.8k
21	paperclipai/paperclip	TypeScript	71.1k
22	shareAI-lab/learn-claude-code	Python	67.5k
23	666ghj/MiroFish	Python	66.9k
24	ComposioHQ/awesome-claude-skills	Python	65.3k
25	D4Vinci/Scrapling	Python	65.0k
26	gsd-build/get-shit-done	JavaScript	64.4k
27	earendil-works/pi	TypeScript	64.1k
28	code-yeongyu/oh-my-openagent	TypeScript	62.9k
29	datawhalechina/hello-agents	Python	60.4k
30	ruvnet/ruflo	TypeScript	60.4k
31	sansan0/TrendRadar	Python	59.7k
32	shanraisshan/claude-code-best-practice	HTML	58.4k
33	OpenCut-app/OpenCut	TypeScript	58.2k
34	koala73/worldmonitor	TypeScript	57.7k
35	tw93/Mole	Shell	56.6k
36	Fission-AI/OpenSpec	TypeScript	55.7k
37	Zie619/n8n-workflows	Python	55.3k
38	karpathy/nanochat	Python	55.3k
39	VoltAgent/awesome-openclaw-skills	Unknown	50.4k
40	microsoft/VibeVoice	Python	49.5k
41	bmad-code-org/BMAD-METHOD	JavaScript	49.4k
42	hesreallyhim/awesome-claude-code	Python	46.9k
43	9001/copyparty	Python	45.3k
44	KeygraphHQ/shannon	TypeScript	44.8k
45	HKUDS/nanobot	Python	44.5k
46	ChromeDevTools/chrome-devtools-mcp	TypeScript	44.1k
47	asgeirtj/system_prompts_leaks	JavaScript	43.6k
48	elder-plinius/CL4R1T4S	Unknown	42.6k
49	666ghj/BettaFish	Python	41.5k
50	Lordog/dive-into-llms	Jupyter Notebook	41.2k
51	moeru-ai/airi	TypeScript	41.1k
52	QuantumNous/new-api	Go	39.5k
53	apple/container	Swift	38.9k
54	wshobson/agents	Python	37.0k
55	google/langextract	Python	36.9k
56	anthropics/prompt-eng-interactive-tutorial	Jupyter Notebook	36.5k
57	patchy631/ai-engineering-hub	Jupyter Notebook	35.9k
58	github/awesome-copilot	Python	35.3k
59	musistudio/claude-code-router	TypeScript	35.2k
60	AstrBotDevs/AstrBot	Python	35.0k
61	ashishpatel26/500-AI-Agents-Projects	Python	32.8k
62	datawhalechina/happy-llm	Jupyter Notebook	31.4k
63	lightpanda-io/browser	Zig	31.3k
64	linshenkx/prompt-optimizer	TypeScript	31.1k
65	lbjlaq/Antigravity-Manager	Rust	29.8k
66	rustfs/rustfs	Rust	29.0k
67	simstudioai/sim	TypeScript	28.8k
68	davila7/claude-code-templates	Python	28.2k
69	getzep/graphiti	Python	27.6k
70	srbhr/Resume-Matcher	TypeScript	27.4k
71	supermemoryai/supermemory	TypeScript	27.2k
72	HandsOnLLM/Hands-On-Large-Language-Models	Jupyter Notebook	27.1k
73	BloopAI/vibe-kanban	Rust	27.1k
74	agentscope-ai/agentscope	Python	27.0k
75	firecrawl/open-lovable	TypeScript	26.8k
76	permissionlesstech/bitchat	Swift	26.0k
77	oraios/serena	Python	25.6k
78	charmbracelet/crush	Go	25.5k
79	QwenLM/qwen-code	TypeScript	25.4k
80	niri-wm/niri	Rust	25.4k
81	zama-ai/fhevm	Rust	25.2k
82	resemble-ai/chatterbox	Python	25.1k
83	Max-Eee/NeoPass	JavaScript	24.9k
84	nautechsystems/nautilus_trader	Rust	24.0k
85	google-ai-edge/gallery	Kotlin	23.8k
86	basecamp/omarchy	Shell	23.7k
87	Gar-b-age/CookLikeHOC	Dockerfile	23.6k
88	humanlayer/12-factor-agents	TypeScript	23.4k
89	SuperClaude-Org/SuperClaude_Framework	Python	23.3k
90	enescingoz/awesome-n8n-templates	Unknown	23.2k
91	OpenListTeam/OpenList	Go	23.1k
92	PicoTrex/Awesome-Nano-Banana-images	Unknown	23.0k
93	coleam00/Archon	TypeScript	22.5k
94	promptfoo/promptfoo	TypeScript	22.4k
95	winfunc/opcode	TypeScript	22.1k
96	verl-project/verl	Python	22.0k
97	readest/readest	TypeScript	21.6k
98	ayangweb/BongoCat	Vue	21.5k
99	fosrl/pangolin	TypeScript	21.3k
100	index-tts/index-tts	Python	21.3k

Related categories

GitStarClub renders Maturity links from the category registry, using public flags, slugs, labels, and counts that were precomputed before the request.

Frequently asked questions

What repositories are included in Recent 10k Newcomers?

As of June 21, 2026, Recent 10k Newcomers includes 279 tracked repositories according to the category registry.

Which repository leads Recent 10k Newcomers?

openclaw/openclaw leads Recent 10k Newcomers with 379.5k total stars.

Which repository follows openclaw/openclaw in Recent 10k Newcomers?

obra/superpowers follows in Recent 10k Newcomers with 234.4k total stars.

How is the Recent 10k Newcomers ranking generated?

GitStarClub combines deterministic category assignments, all-time ranking data, and repository metadata. The page does not call live search or AI.