People / Trust check
Trust check · 2026-10-19
Is this repo safe to build on?
A score from 0 to 100 for 4.7k repos, from public signals only: whether the stars look organic, how much real use they get (forks, watchers, issues, pull requests), the owner's track record, which of 435 trusted builders vouch for it, and the OpenSSF Scorecard when there is one. New is not bad: a new repo nobody has vouched for yet is marked New, not risky. Every label is a reason to look closer, never a verdict on a person.
Repos checked4.7krefreshed daily
Vouched1.2ktrusted builders use or back it
New1.0kno references yet
Check first118star or use pattern
Red flags1lure pattern + risk
New and vouched: newer repos trusted builders already use
66browser-use/jev-ultrafast VouchedOwner is a trusted builder in the People index. 6 trusted builders vouch for it: shawn pana, Nick Sweeting, sline
23.2k
23.2k70langchain-ai/openwiki VouchedOwner is a trusted builder in the People index. 6 trusted builders vouch for it: Daniel Avila, Anil Chandra Naidu Matcha, Hassan El Mghari
17.3k
17.3k75microsoft/skill-recorder VouchedOwner is a trusted builder in the People index. 15 trusted builders vouch for it: Harry, Ashish Patel, 三咲雅 misaki masa
4.2k
4.2k91kunchenguid/backpass VouchedOwner is a trusted builder in the People index. 4 trusted builders vouch for it: Ben Awad, Rohit Ghumare, Elie Steinbock
1.4k
1.4k77cloudflare/forge VouchedOwner is a trusted builder in the People index. 4 trusted builders vouch for it: Mert Köseoğlu, Ryan Dahl, Fred K. Schott
1.1k
1.1k87anthropics/oss-scanner VouchedMore forks, watchers, issues and pull requests than repos of its size and age. Owner is a trusted builder in the People index. 9 trusted builders vouch for it: Ásgeir Thor Johnson, Gavin Li, Ashish Patel
1.1k
1.1k66browser-use/macos-harness VouchedOwner is a trusted builder in the People index. 6 trusted builders vouch for it: shawn pana, Nick Sweeting, sline960
96084cloudflare/cf VouchedOwner is a trusted builder in the People index. 4 trusted builders vouch for it: Mert Köseoğlu, Ryan Dahl, Fred K. Schott902
90271lobehub/awesome-rsi VouchedOwner is a trusted builder in the People index. 4 trusted builders vouch for it: Innei, Hassan El Mghari, Wesley Liddick
814
81478can1357/pon VouchedOwner is a trusted builder in the People index. 7 trusted builders vouch for it: Mario Zechner, YeonGyu-Kim, Rohit Ghumare
571
57190antfu/pulls.review VouchedOwner is a trusted builder in the People index. 12 trusted builders vouch for it: Innei, Neko, Jason Young
550
55089Innei/lody-ios VouchedOwner is a trusted builder in the People index. 7 trusted builders vouch for it: LobeHub, yetone, 三咲雅 misaki masa
520
52082anthropics/uplifting-biomolecular-modeling VouchedOwner is a trusted builder in the People index. 9 trusted builders vouch for it: Ásgeir Thor Johnson, Gavin Li, Ashish Patel353
35379antfu/furifont VouchedOwner is a trusted builder in the People index. 11 trusted builders vouch for it: Neko, Jason Young, Jared Palmer
323
32383NousResearch/hermes-official-plugins VouchedOwner is a trusted builder in the People index. 16 trusted builders vouch for it: Cathryn Lavery, tt-a1i, Jason Young
321
32177Comfy-Org/comfy-mcp VouchedOwner is a trusted builder in the People index. 5 trusted builders vouch for it: Gavin Li, Anil Chandra Naidu Matcha, comfyanonymous
289
28995elie222/botdirectory.ai VouchedOwner is a trusted builder in the People index. 4 trusted builders vouch for it: Kun Chen, Pietro Schirano, Corey Haines
263
26389dhh/omarchy-giants-theme VouchedOwner is a trusted builder in the People index. 5 trusted builders vouch for it: yihong, PatrickJS, shiaho
122
12282egoist/gorex VouchedOwner is a trusted builder in the People index. 9 trusted builders vouch for it: Luke Edwards, Jared Palmer, Innei
121
12167deepseek-ai/deepseek-harness VouchedOwner is a trusted builder in the People index. 3 trusted builders vouch for it: zhayujie, YHH, rockbenben
254k
254k80yetone/magpie VouchedOwner is a trusted builder in the People index. 3 trusted builders vouch for it: Jason Young, Tw93, sline. Mainly asks people to download a prebuilt app or archive
16.4k
16.4k92elie222/rakazo VouchedOwner is a trusted builder in the People index. 3 trusted builders vouch for it: Pietro Schirano, Corey Haines, Alex Newman. Mainly asks people to download a prebuilt app or archive
4.6k
4.6k82yetone/cumora VouchedOwner is a trusted builder in the People index. 3 trusted builders vouch for it: Jason Young, Tw93, sline4.0k
4.0k83antirez/h3.c VouchedOwner is a trusted builder in the People index. 3 trusted builders vouch for it: Phil Wang, t8y2, Loris
2.9k
2.9kRed flags: check before running anything
Jev read the README and releases as a possible lure (free paid software, cheats, wallet tools, archives behind passwords or file hosts) at 80%+ confidence, and the repo also has a structural risk: a star pattern, very low real use, or an owner account under 180 days old.
203641397194-wq/gpt6-Astra Red flagsJev reads the README and releases as a possible lure (87%). Owner account is 88 days old1.2k
Check first: stars that need a closer look
Star patterns that fit launch pushes and bought stars alike, or far fewer forks, watchers, issues and pull requests than repos of the same size and age.
61morluto/rea Check firstStar pattern: held out by the Trending Radar. 3 trusted builders vouch for it: Ysopwnable, Pietro Schirano, Rohit Ghumare
327k
327k58storytold/photocraft Check firstStar pattern: star pattern that fits launch pushes and bought stars. 2 trusted builders vouch for it: Ásgeir Thor Johnson, Brandon Thomas. Mainly asks people to download a prebuilt app or archive
67.8k
67.8k40pathwaycom/serviette Check firstFew forks, watchers, issues and pull requests for its stars (-2.2 deviations below repos of its size and age)58.8k
43boykopovar/AnyPS5 Check firstStar pattern: held out by the Trending Radar43.5k
54storytold/artcraft Check firstStar pattern: star pattern that fits launch pushes and bought stars. 2 trusted builders vouch for it: Ásgeir Thor Johnson, Brandon Thomas. Mainly asks people to download a prebuilt app or archive33.0k
33.0k51feder-cr/invisible_dots Check firstStar pattern: same owner as repos with a Check first star pattern. 1 trusted builder vouches for it: Loris32.2k
32.2k60Ebony-Vinyl/dsh-our-free-model Check firstFew forks, watchers, issues and pull requests for its stars (-2.8 deviations below repos of its size and age). Owner is a trusted builder in the People index25.9k
23lexmount/moli Check firstStar pattern: over 60 days old, 93% of all its stars in the last 30 days. Mainly asks people to download a prebuilt app or archive19.5k
61storytold/pdfcraft Check firstStar pattern: star pattern that fits launch pushes and bought stars. More forks, watchers, issues and pull requests than repos of its size and age. 2 trusted builders vouch for it: Ásgeir Thor Johnson, Brandon Thomas16.0k
16.0k61storytold/filmcraft Check firstStar pattern: star pattern that fits launch pushes and bought stars. More forks, watchers, issues and pull requests than repos of its size and age. 2 trusted builders vouch for it: Ásgeir Thor Johnson, Brandon Thomas14.9k
14.9k61storytold/wordcraft Check firstStar pattern: star pattern that fits launch pushes and bought stars. More forks, watchers, issues and pull requests than repos of its size and age. 2 trusted builders vouch for it: Ásgeir Thor Johnson, Brandon Thomas14.5k
14.5k61storytold/lightcraft Check firstStar pattern: star pattern that fits launch pushes and bought stars. More forks, watchers, issues and pull requests than repos of its size and age. 2 trusted builders vouch for it: Ásgeir Thor Johnson, Brandon Thomas13.7k
13.7k33DuarteSantos8/openGym Check firstStar pattern: over 60 days old, 92% of all its stars in the last 30 days13.7k
32tester-army/e2e Check firstStar pattern: held out by the Trending Radar. 1 trusted builder vouches for it: Oskar Kwaśniewski
11.3k
11.3k39pathwaycom/arc-task-gen Check firstFew forks, watchers, issues and pull requests for its stars (-3.1 deviations below repos of its size and age)11.0k
61storytold/vectorcraft Check firstStar pattern: same owner as repos with a Check first star pattern. More forks, watchers, issues and pull requests than repos of its size and age. 2 trusted builders vouch for it: Ásgeir Thor Johnson, Brandon Thomas9.9k
9.9k33mizorewww/laya-mlx Check firstStar pattern: star pattern that fits launch pushes and bought stars7.0k
35brightdata/cli Check firstFew forks, watchers, issues and pull requests for its stars (-2.3 deviations below repos of its size and age)6.2k
44guokaigdg/animal-island-ui Check firstFew forks, watchers, issues and pull requests for its stars (-2.4 deviations below repos of its size and age)5.0k
57appwrite/sdk-for-react-native Check firstFew forks, watchers, issues and pull requests for its stars (-2.0 deviations below repos of its size and age). Owner is a trusted builder in the People index. 1 trusted builder vouches for it: Eldad A. Fux
4.3k
4.3k43yanliudesign/mono-color-skill Check firstFew forks, watchers, issues and pull requests for its stars (-2.0 deviations below repos of its size and age)3.4k
42Jakeschincariol/replica-skill Check firstStar pattern: one of 3+ repos from the same owner that each got 80%+ of their stars in the last 30 days3.4k
43Adkid-Zephyr/anti-defensive-writing-Skill Check firstFew forks, watchers, issues and pull requests for its stars (-2.4 deviations below repos of its size and age)3.4k
30TNTcraftHIM/Piik Check firstStar pattern: over 60 days old, 95% of all its stars in the last 30 days. Mainly asks people to download a prebuilt app or archive3.4k
53feder-cr/invisible_playwright Check firstStar pattern: same owner as repos with a Check first star pattern. 1 trusted builder vouches for it: Loris3.2k
3.2k59feder-cr/invisible_selenium Check firstStar pattern: over 60 days old, 94% of all its stars in the last 30 days. 1 trusted builder vouches for it: Loris3.0k
3.0k32michael-denyer/pstack-claude Check firstStar pattern: over 60 days old, 84% of all its stars in the last 30 days3.0k
34Appllama/appllama-skills Check firstFew forks, watchers, issues and pull requests for its stars (-2.1 deviations below repos of its size and age). Owner account is 74 days old2.9k
43dmtrKovalenko/fframes Check firstStar pattern: over 60 days old, 95% of all its stars in the last 30 days. 1 trusted builder vouches for it: xerj-org
2.9k
2.9k59feder-cr/invisible_playwright_mcp Check firstStar pattern: one of 3+ repos from the same owner that each got 80%+ of their stars in the last 30 days. 1 trusted builder vouches for it: Loris2.8k
2.8k40Player-YN/BrowserKitten Check firstFew forks, watchers, issues and pull requests for its stars (-2.2 deviations below repos of its size and age). Owner account is 126 days old2.4k
32AhmadHassan-BTed/Turnitout-Humanizer Check firstStar pattern: star pattern that fits launch pushes and bought stars. Few forks, watchers, issues and pull requests for its stars (-2.1 deviations below repos of its size and age)2.4k
45Jakeschincariol/linkedin-agent-skill Check firstStar pattern: one of 3+ repos from the same owner that each got 80%+ of their stars in the last 30 days2.4k
55feder-cr/git-ai Check firstStar pattern: star pattern that fits launch pushes and bought stars. 1 trusted builder vouches for it: Loris2.3k
2.3k60dream-num/univer-workspace Check firstStar pattern: over 60 days old, 101% of all its stars in the last 30 days. Owner is a trusted builder in the People index2.3k
34v-modal/vmodal_sdk_flutter Check firstFew forks, watchers, issues and pull requests for its stars (-2.8 deviations below repos of its size and age). Owner account is 150 days old2.2k
63yetone/native-feel-skill Check firstFew forks, watchers, issues and pull requests for its stars (-2.3 deviations below repos of its size and age). Owner is a trusted builder in the People index. 3 trusted builders vouch for it: Jason Young, Tw93, sline1.9k
1.9k48Jakeschincariol/instagram-agent-skill Check firstStar pattern: star pattern that fits launch pushes and bought stars1.9k
50Jakeschincariol/youtube-agent-skill Check firstStar pattern: star pattern that fits launch pushes and bought stars. More forks, watchers, issues and pull requests than repos of its size and age1.8k
43NopeCHALLC/nopecha-python Check firstFew forks, watchers, issues and pull requests for its stars (-2.4 deviations below repos of its size and age)1.7k
By topic
TopicReposVouchedCheck firstRed flagsMedian score
Agent skills and rules2455714 (6%)063Video and animation1802610 (6%)062Browser and automation2224312 (5%)064Coding agents61714824 (4%)164Finance and crypto14795 (3%)067AI agents82818927 (3%)063Evals and observability232287 (3%)063UI and UX design201146 (3%)059Developer tools4388613 (3%)061Prompt libraries179304 (2%)161Self-hosted apps4795113 (3%)061MCP servers4148711 (3%)064RAG and memory273547 (3%)063Web and mobile apps4164310 (2%)061Image generation216305 (2%)064Vision and robotics218335 (2%)065Learning and lists278456 (2%)067Data and databases287316 (2%)064Local LLMs and inference282514 (1%)064Cloud and DevOps304184 (1%)065Models and research240653 (1%)066Security184122 (1%)064Voice and audio201341 (0%)065How the score works
Stars (30%): no Check first pattern, and use not far below repos of the same size and age. Use (20%): forks, watchers, and issues plus pull requests per 1,000 stars, against peers. Owner (15%): account age, followers, public repos. References (25%): trusted builders (People index, Influence 60+, no Check first) who contribute code or send pull requests (counts 1), mention the owner on X (0.75) or follow the owner (0.5). Vouched means a trusted owner, or references that add up to 2. When an account's own repos carry a Check first pattern, its other repos are checked first too, whatever their references. Hygiene (10%): OpenSSF Scorecard, or license and recent pushes.
Repos that ship executables or archives, have an owner account under 180 days old, or show a star pattern get one more question to Jev (TypeSafe jev-1.13.0) about how they ask people to install them. Nothing here is collected from private data, and nothing is a claim about anyone's intent.