Topics / #transparency

Transparency projects on GitHub

Visibility into AI system prompts and software policies, or translucent UI effects.

As of , the most-starred Transparency projects on GitHub are CL4R1T4S (51.3K stars), x-algorithm (33.7K stars) and ungoogled-chromium (28K stars). GitHub.Locker tracks 10 Transparency repositories with 124.6K stars combined. The fastest-growing on October 17 was CL4R1T4S, with +33 stars in a day.

10Projects
124.6KStars in total
+80Stars in a day
Browse in the catalog →github.com/topics/transparency ↗

Hot right now

Most stars gained in a day · Oct 17

+33

CL4R1T4S

elder-plinius/CL4R1T4S · ★ 51.3K

CL4R1T4S is a crowd-sourced archive of leaked/extracted system prompts, guidelines, and internal tool definitions from major AI products like ChatGPT, Claude, Gemini, Grok, Perplexity, Cursor, Lovable, and Replit, published for AI transparency.

+24

BongoCat

vladelaina/BongoCat · ★ 3.8K

BongoCat is an animated desktop pet: a bongo-drumming cat that lives on your screen and reacts to your keyboard and mouse input in real time, built with C/C++, SDL3, and OpenGL.

+14

ungoogled-chromium

ungoogled-software/ungoogled-chromium · ★ 28K

ungoogled-chromium is Google Chromium with the dependency on Google web services removed. It keeps the standard Chromium experience and adds privacy, control, and transparency tweaks.

+7

x-algorithm

xai-org/x-algorithm · ★ 33.7K

This is the open-source code behind X's (Twitter's) 'For You' feed algorithm. It finds, scores, ranks, and filters which posts each viewer sees, blending posts from followed accounts with ML-discovered out-of-network content.

The all-time top

10 projects · by stars

  1. #1 · elder-plinius/CL4R1T4S

    CL4R1T4S

    CL4R1T4S is a crowd-sourced archive of leaked/extracted system prompts, guidelines, and internal tool definitions from major AI products like ChatGPT, Claude, Gemini, Grok, Perplexity, Cursor, Lovable, and Replit, published for AI transparency.

    51.3K
  2. #2 · xai-org/x-algorithm

    x-algorithm

    This is the open-source code behind X's (Twitter's) 'For You' feed algorithm. It finds, scores, ranks, and filters which posts each viewer sees, blending posts from followed accounts with ML-discovered out-of-network content.

    33.7K
  3. #3 · ungoogled-software/ungoogled-chromium

    ungoogled-chromium

    ungoogled-chromium is Google Chromium with the dependency on Google web services removed. It keeps the standard Chromium experience and adds privacy, control, and transparency tweaks.

    28K
  1. 4

    dmca

    6.4Kgithub/dmca · DIGITAL Command Language

    This is GitHub's public archive of DMCA takedown notices and counter-notices it has received, posted largely as-is to document their potential effect on online speech.

  2. 5

    BongoCat

    3.8Kvladelaina/BongoCat · C

    BongoCat is an animated desktop pet: a bongo-drumming cat that lives on your screen and reacts to your keyboard and mouse input in real time, built with C/C++, SDL3, and OpenGL.

  3. 6

    elosys

    459YuriRDev/elosys · TypeScript

    Elosys builds a consolidated database of Brazilian political candidates (2014-2026) from official government sources, cross-referenced by CPF/CNPJ, to investigate relationships between politicians and surface indicia of suspicious patterns like circular donations, shell companies, and wealth incompatible with declared income.

  4. 7

    DoveVannoINostriSoldi

    344Italian-Builders-Org/DoveVannoINostriSoldi · TypeScript

    DoveVannoINostriSoldi is a civic open-source project that collects and analyzes Italian public spending data from official sources, using AI to highlight where public resources could be used more efficiently. It also includes a budget law (Legge di Bilancio) reallocation simulator based on OpenBDAP commitment-basis appropriations.

  5. 8

    spec

    204ooni/spec

    This is OONI Spec, the repository where OONI openly specifies its testing methodology: the experiments (nettests) it runs, the backend components used for testing, and the data formats for the results.

  6. 9

    stamp-edge-skill

    153xianxie6/stamp-edge-skill · Python

    stamp-edge is an agent skill that turns any image into a postage-stamp style card: semicircular perforations punched along all four sides, a soft drop shadow, and a true transparent-background PNG by default (holes and border alpha=0), so the result layers onto any background like a sticker; an optional white paper border is available.

  7. 10

    claude-watermark-cleaner

    151mikiane/claude-watermark-cleaner · Python

    An experimental Python CLI that tries to strip Claude's statistical text watermark: it removes suspicious invisible Unicode characters, then has a non-Claude model rewrite the text. It doubles as a critical demo arguing such watermarks are easy to circumvent.

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