If you are not sure if the website you would like to visit is secure, you can verify it here. Enter the website address of the page and see parts of its content and the thumbnail images on this site. None (if any) dangerous scripts on the referenced page will be executed. Additionally, if the selected site contains subpages, you can verify it (review) in batches containing 5 pages.
favicon.ico: github.com/topics/llm-audit - llm-audit · GitHub Topics · Gi.

site address: github.com/topics/llm-audit

site title: llm-audit · GitHub Topics · GitHub

Our opinion (on Monday 13 July 2026 21:32:23 UTC):

GREEN status (no comments) - no comments
After content analysis of this website we propose the following hashtags:


page from cache: 9 hours ago
Meta tags:
description=GitHub is where people build software. More than 150 million people use GitHub to discover, fork, and contribute to over 420 million projects.;

Headings (most frequently used words):

audit, this, repositories, saved, searches, llm, navigation, to, your, topic, footer, chatologist, ai, noxen, search, code, users, issues, pull, requests, provide, feedback, menu, use, filter, results, more, quickly, here, are, public, matching, improve, page, add, repo, toby, bridges, api, relay, mo5029, rewritereality, labs, gbse, 16246541, corp, indoctrine, sbeierle, claude4, recon, zpf000zpf, 15code, verify, davidxia3, civic, julianaantic4587,

Text of the page (most frequently used words):
llm (26), audit (22), code (20), security (16), github (12), and (12), #issues (11), python (10), pull (10), requests (10), star (10), 2026 (9), your (9), updated (9), all (9), claude (8), topic (7), analysis (6), local (6), enterprise (6), view (6), you (5), this (5), topics (5), chat (5), fairness (5), search (5), community (4), with (4), codex (4), for (4), prompt (4), api (4), explore (4), support (4), can (3), that (3), manage (3), privacy (3), navigation (3), more (3), page (3), add (3), agent (3), developer (3), jul (3), first (3), data (3), automation (3), human (3), tool (3), framework (3), 15code (3), anthropic (3), discussions (3), testing (3), web3 (3), repositories (3), another (3), tab (3), window (3), refresh (3), session (3), reload (3), sign (3), saved (3), documentation (3), use (3), feedback (3), grade (3), features (3), copilot (3), platform (3), solutions (3), footer (2), learn (2), the (2), repo (2), developers (2), about (2), apr (2), tools (2), noxen (2), skill (2), chatgpt (2), qualitative (2), research (2), history (2), productivity (2), into (2), usage (2), value (2), judgment (2), evidence (2), chatologist (2), jupyter (2), notebook (2), evaluation (2), auditing (2), government (2), token (2), openai (2), 2025 (2), claude4 (2), governance (2), recon (2), ethical (2), bias (2), compliance (2), safety (2), javascript (2), verification (2), call (2), rewriting (2), model (2), substitution (2), injection (2), wallet (2), agents (2), filter (2), language (2), sponsors (2), events (2), collections (2), trending (2), signed (2), appearance (2), settings (2), cancel (2), see (2), available (2), searches (2), business (2), advanced (2), open (2), source (2), resources (2), customer (2), services (2), devops (2), app (2), perform, action, time, not, share, personal, information, cookies, contact, docs, status, terms, inc, associate, repository, visit, landing, select, curate, description, image, links, easily, improve, autonomous, transformation, transforms, existing, codebases, migrations, rewrites, directly, production, export, histories, labeled, datasets, analyze, generation, julianaantic4587, feb, evaluate, llms, reporting, compares, generated, headlines, prioritization, against, professional, journalistic, standards, submitted, chi, civic, davidxia3, cache, counting, gpt, transparency, glm, 服务商诚信度检测工具, 模型真伪, 缓存合规, 性能衰减, verify, zpf000zpf, aug, reflexive, policy, routing, red, teaming, reconnaissance, interpretability, alignment, level, obfuscated, technically, precise, sbeierle, nov, indoctrination, ethics, indoctrine, 16246541, corp, output, guardrails, hallucination, detection, engineering, benchmarking, adversarial, outputs, recursive, solver, auditor, reconstructor, pipeline, benchmark, gated, correction, logs, gbse, rewritereality, labs, turn, exported, chats, mo5029, jun, proxy, supply, chain, scanner, gateway, cli, relays, proxies, detects, sse, anomalies, error, leakage, risks, 753, relay, toby, bridges, here, are, public, matching, message, dismiss, alert, switched, accounts, out, resetting, focus, create, qualifiers, our, query, name, results, quickly, submit, include, email, address, contacted, read, every, piece, take, input, very, seriously, provide, syntax, tips, clear, users, jump, pricing, premium, ons, powered, archive, program, stars, accelerator, maintainer, lab, programs, fund, partners, trust, center, forum, skills, insights, ebooks, reports, webinars, stories, type, software, development, industries, manufacturing, financial, healthcare, industry, cases, devsecops, modernization, case, nonprofits, startups, small, medium, teams, enterprises, company, size, marketplace, changelog, blog, why, stop, leaks, before, they, start, secret, protection, secure, build, find, fix, vulnerabilities, application, changes, review, plan, track, work, instant, dev, environments, codespaces, automate, any, workflow, actions, workflows, integrate, external, mcp, registry, new, direct, from, issue, merge, write, better, creation, toggle, menu, skip, content,


Text of the page (random words):
llm audit github topics github skip to content navigation menu toggle navigation sign in appearance settings platform ai code creation github copilot write better code with ai github copilot app direct agents from issue to merge mcp registry new integrate external tools developer workflows actions automate any workflow codespaces instant dev environments issues plan and track work code review manage code changes application security github advanced security find and fix vulnerabilities code security secure your code as you build secret protection stop leaks before they start explore why github documentation blog changelog marketplace view all features solutions by company size enterprises small and medium teams startups nonprofits by use case app modernization devsecops devops ci cd view all use cases by industry healthcare financial services manufacturing government view all industries view all solutions resources explore by topic ai software development devops security view all topics explore by type customer stories events webinars ebooks reports business insights github skills support services documentation customer support community forum trust center partners view all resources open source community github sponsors fund open source developers programs security lab maintainer community accelerator github stars archive program repositories topics trending collections enterprise enterprise solutions enterprise platform ai powered developer platform available add ons github advanced security enterprise grade security features copilot for business enterprise grade ai features premium support enterprise grade 24 7 support pricing search or jump to search code repositories users issues pull requests search clear search syntax tips provide feedback we read every piece of feedback and take your input very seriously include my email address so i can be contacted cancel submit feedback saved searches use saved searches to filter your results more quickly name query to see all available qualifiers see our documentation cancel create saved search sign in sign up appearance settings resetting focus you signed in with another tab or window reload to refresh your session you signed out in another tab or window reload to refresh your session you switched accounts on another tab or window reload to refresh your session dismiss alert message explore topics trending collections events github sponsors llm audit star here are 9 public repositories matching this topic language all filter by language all 9 python 7 javascript 1 jupyter notebook 1 toby bridges api relay audit star 753 code issues pull requests discussions local security audit for ai api relays and llm proxies detects prompt injection model substitution tool call rewriting sse anomalies error leakage and web3 wallet risks python cli security audit api gateway security scanner ai agents claude ai security supply chain security openai api web3 wallet prompt injection anthropic llm security llm proxy web3 security ai audit llm audit model substitution tool call rewriting updated jun 12 2026 python mo5029 chatologist star 1 code issues pull requests turn exported ai chats into local evidence about usage value automation and human judgment productivity automation privacy ai data analysis codex claude chat history qualitative research local first llm chatgpt claude code ai chat analysis ai audit llm audit codex skill updated jul 8 2026 python rewritereality labs gbse star 1 code issues pull requests discussions adversarial verification framework for ai outputs recursive solver auditor reconstructor pipeline with benchmark gated correction logs benchmarking prompt engineering ai governance llm evaluation hallucination detection llm guardrails llm audit output verification updated jul 9 2026 javascript 16246541 corp indoctrine ai star 1 code issues pull requests agent indoctrination ai safety bias fairness ethics compliance testing framework testing ai safety compliance bias fairness fairness testing fairness ai fairness ml ethical ai llm llm audit llm auditing updated nov 25 2025 python sbeierle claude4 audit recon star 0 code issues pull requests recon level audit of claude 4 obfuscated ethical technically precise alignment governance interpretability reconnaissance red teaming ai security policy routing anthropic claude4 llm audit reflexive analysis updated aug 3 2025 python zpf000zpf 15code verify star 0 code issues pull requests discussions llm 服务商诚信度检测工具 模型真伪 token 对账 缓存合规 性能衰减 由 15code 出品 openai glm transparency gpt claude llm anthropic token counting llm audit prompt cache 15code updated apr 23 2026 python davidxia3 llm civic audit star 0 code issues pull requests an auditing framework to evaluate llms in local government reporting compares ai generated headlines and topic prioritization against professional journalistic standards submitted to chi 2026 human evaluation llm audit updated feb 4 2026 jupyter notebook julianaantic4587 chatologist star 0 code issues pull requests export ai chat histories into labeled datasets to analyze usage value and human judgment local first tool for data analysis and evidence generation productivity automation privacy ai data analysis codex claude chat history qualitative research local first llm chatgpt claude code ai chat analysis ai audit llm audit codex skill updated jul 13 2026 python noxen ai noxen star 0 code issues pull requests ai agent that transforms existing codebases no migrations no rewrites directly on production code python ai developer tools code transformation claude autonomous agent llm llm audit updated apr 8 2026 python improve this page add a description image and links to the llm audit topic page so that developers can more easily learn about it curate this topic add this topic to your repo to associate your repository with the llm audit topic visit your repo s landing page and select manage topics learn more footer 2026 github inc footer navigation terms privacy security status community docs contact manage cookies do not share my personal information you can t perform that action at this time
Images from subpage: "github.com/topics/ai-governance" Verify
Images from subpage: "github.com/topics/llm-evaluation" Verify
Images from subpage: "github.com/topics/hallucination-detection" Verify
Images from subpage: "github.com/topics/llm-guardrails" Verify
Images from subpage: "github.com/topics/output-verification" Verify

Verified site has: 178 subpage(s). Do you want to verify them? Verify pages:

1-5 6-10 11-15 16-20 21-25 26-30 31-35 36-40 41-45 46-50
51-55 56-60 61-65 66-70 71-75 76-80 81-85 86-90 91-95 96-100
101-105 106-110 111-115 116-120 121-125 126-130 131-135 136-140 141-145 146-150
151-155 156-160 161-165 166-170 171-175 176-178


The site also has 3 references to external domain(s).

 github.blog  Verify  githubstatus.com  Verify  github.community  Verify


Top 50 hastags from of all verified websites.

Supplementary Information (add-on for SEO geeks)*- See more on header.verify-www.com

Header

HTTP/2 200
date Mon, 13 Jul 2026 12:21:38 GMT
content-type text/html; charset=utf-8
vary X-PJAX, X-PJAX-Container, Turbo-Visit, Turbo-Frame, X-Requested-With, Sec-Fetch-Site,Accept-Encoding, Accept, X-Requested-With
etag W/ 9a669dd5c98bc8ee4e4008d37b9518da
cache-control max-age=0, private, must-revalidate
strict-transport-security max-age=31536000; includeSubdomains; preload
x-frame-options deny
x-content-type-options nosniff
x-xss-protection 0
referrer-policy origin-when-cross-origin, strict-origin-when-cross-origin
content-security-policy default-src none ; base-uri self ; child-src github.githubassets.com github.com/assets-cdn/worker/ github.com/assets/ gist.github.com/assets-cdn/worker/; connect-src self uploads.github.com www.githubstatus.com collector.github.com raw.githubusercontent.com api.github.com github-cloud.s3.amazonaws.com github-production-repository-file-5c1aeb.s3.amazonaws.com github-production-upload-manifest-file-7fdce7.s3.amazonaws.com github-production-user-asset-6210df.s3.amazonaws.com *.rel.tunnels.api.visualstudio.com wss://*.rel.tunnels.api.visualstudio.com github.githubassets.com objects-origin.githubusercontent.com copilot-proxy.githubusercontent.com proxy.individual.githubcopilot.com proxy.business.githubcopilot.com proxy.enterprise.githubcopilot.com *.actions.githubusercontent.com wss://*.actions.githubusercontent.com productionresultssa0.blob.core.windows.net productionresultssa1.blob.core.windows.net productionresultssa2.blob.core.windows.net productionresultssa3.blob.core.windows.net productionresultssa4.blob.core.windows.net productionresultssa5.blob.core.windows.net productionresultssa6.blob.core.windows.net productionresultssa7.blob.core.windows.net productionresultssa8.blob.core.windows.net productionresultssa9.blob.core.windows.net productionresultssa10.blob.core.windows.net productionresultssa11.blob.core.windows.net productionresultssa12.blob.core.windows.net productionresultssa13.blob.core.windows.net productionresultssa14.blob.core.windows.net productionresultssa15.blob.core.windows.net productionresultssa16.blob.core.windows.net productionresultssa17.blob.core.windows.net productionresultssa18.blob.core.windows.net productionresultssa19.blob.core.windows.net github-production-repository-image-32fea6.s3.amazonaws.com github-production-release-asset-2e65be.s3.amazonaws.com insights.github.com wss://alive.github.com wss://alive-staging.github.com api.githubcopilot.com api.individual.githubcopilot.com api.business.githubcopilot.com api.enterprise.githubcopilot.com wss://production-copilot-host.webpubsub.azure.com; font-src github.githubassets.com; form-action self github.com gist.github.com copilot-workspace.githubnext.com objects-origin.githubusercontent.com; frame-ancestors none ; frame-src viewscreen.githubusercontent.com notebooks.githubusercontent.com www.youtube.com; img-src self data: blob: github.githubassets.com media.githubusercontent.com camo.githubusercontent.com identicons.github.com avatars.githubusercontent.com private-avatars.githubusercontent.com github-cloud.s3.amazonaws.com objects.githubusercontent.com release-assets.githubusercontent.com secured-user-images.githubusercontent.com user-images.githubusercontent.com private-user-images.githubusercontent.com opengraph.githubassets.com marketplace-screenshots.githubusercontent.com copilotprodattachments.blob.core.windows.net/github-production-copilot-attachments/ github-production-user-asset-6210df.s3.amazonaws.com customer-stories-feed.github.com spotlights-feed.github.com explore-feed.github.com objects-origin.githubusercontent.com *.githubusercontent.com; manifest-src self ; media-src github.com user-images.githubusercontent.com secured-user-images.githubusercontent.com private-user-images.githubusercontent.com github-production-user-asset-6210df.s3.amazonaws.com gist.github.com github.githubassets.com; script-src github.githubassets.com; style-src unsafe-inline github.githubassets.com; upgrade-insecure-requests; worker-src github.githubassets.com github.com/assets-cdn/worker/ github.com/assets/ gist.github.com/assets-cdn/worker/
server github.com
content-encoding gzip
accept-ranges bytes
set-cookie _gh_sess=t1LVHR2MuAQduSwefKQhnssoE3T8xV3qnifyGbLZPdkvDUkSvhLGnWhNEwhAUIjSw5l%2FQWyo2REWu1UME7KFVA%2BjNUgXL8LrP9Z0Tri4VWYSGV2nwq5nnK%2Bp%2Bkgqk5w0u%2F5Vc4N3xtIEm3LsX2JyTHb%2BV99Ki%2BCMgelLZZZpYzWNoziJ%2BKIG9F2WXyyQedVa93RcNE18%2Fm5E6cELt3zX7ezBts52w93M7QW0IwkISeyV8wPKn9uUGFjH%2FATHUuSOhhXpkP7%2Fw6PxUAEOhqi9KQ%3D%3D--gZVuDYV0INGs6qds--30wPtOdOfQmVS5qQYOcE7A%3D%3D; path=/; HttpOnly; secure; SameSite=Lax
set-cookie _octo=GH1.1.1378132059.1783945298; expires=Tue, 13 Jul 2027 12:21:38 GMT; domain=.github.com; path=/; secure; SameSite=Lax
set-cookie logged_in=no; expires=Tue, 13 Jul 2027 12:21:38 GMT; domain=.github.com; path=/; HttpOnly; secure; SameSite=Lax
x-github-request-id AFA0:1EB978:8A9B174:71DC5E3:6A54D852

Meta Tags

title="llm-audit · GitHub Topics · GitHub"
charset="utf-8"
name="route-pattern" content="/topics/:topic_name(.:format)" data-turbo-transient
name="route-controller" content="topics" data-turbo-transient
name="route-action" content="show" data-turbo-transient
name="fetch-nonce" content="v2:dc02636b-b886-2276-703a-7bca343bdf93"
name="current-catalog-service-hash" content="78339b992060a6a11548e4f18438b88c3ea1eec1b6705962d1fd145365fa2db1"
name="request-id" content="AFA0:1EB978:8A9B174:71DC5E3:6A54D852" data-pjax-transient="true"
name="html-safe-nonce" content="465dd7a99d724788ffc39b2a416324ae20626740f78b832615e8a1bf1604d347" data-pjax-transient="true"
name="visitor-payload" content="eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJBRkEwOjFFQjk3ODo4QTlCMTc0OjcxREM1RTM6NkE1NEQ4NTIiLCJ2aXNpdG9yX2lkIjoiNTkxOTAzMjEyNDc1ODA4Nzc2MiIsInJlZ2lvbl9lZGdlIjoiZnJhIiwicmVnaW9uX3JlbmRlciI6ImZyYSJ9" data-pjax-transient="true"
name="visitor-hmac" content="4d668d00bced845cca2a62d648d9e2fe90d0c065db1b647fb7ec43ebf5208af7" data-pjax-transient="true"
name="github-keyboard-shortcuts" content="copilot" data-turbo-transient="true"
name="selected-link" value="/topics/llm-audit" data-turbo-transient
name="google-site-verification" content="Apib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I"
name="octolytics-url" content="htt????/collector.github.com/github/collect"
name="user-login" content=""
name="viewport" content="width=device-width"
name="description" content="GitHub is where people build software. More than 150 million people use GitHub to discover, fork, and contribute to over 420 million projects."
property="fb:app_id" content="1401488693436528"
name="apple-itunes-app" content="app-id=1477376905, app-argument=htt????/github.com/topics/llm-audit"
property="og:url" content="htt????/github.com"
property="og:site_name" content="GitHub"
property="og:title" content="Build software better, together"
property="og:description" content="GitHub is where people build software. More than 150 million people use GitHub to discover, fork, and contribute to over 420 million projects."
property="og:image" content="htt????/github.githubassets.com/assets/github-logo-55c5b9a1fe52.png"
property="og:image:type" content="image/png"
property="og:image:width" content="1200"
property="og:image:height" content="1200"
property="og:image" content="htt????/github.githubassets.com/assets/github-mark-57519b92ca4e.png"
property="og:image:type" content="image/png"
property="og:image:width" content="1200"
property="og:image:height" content="620"
property="og:image" content="htt????/github.githubassets.com/assets/github-octocat-13c86b8b336d.png"
property="og:image:type" content="image/png"
property="og:image:width" content="1200"
property="og:image:height" content="620"
property="twitter:site" content="github"
property="twitter:site:id" content="13334762"
property="twitter:creator" content="github"
property="twitter:creator:id" content="13334762"
property="twitter:card" content="summary_large_image"
property="twitter:title" content="GitHub"
property="twitter:description" content="GitHub is where people build software. More than 150 million people use GitHub to discover, fork, and contribute to over 420 million projects."
property="twitter:image" content="htt????/github.githubassets.com/assets/github-logo-55c5b9a1fe52.png"
property="twitter:image:width" content="1200"
property="twitter:image:height" content="1200"
name="hostname" content="github.com"
name="expected-hostname" content="github.com"
http-equiv="x-pjax-version" content="80a01f8e917409b20684e580709fa0e6251abdf19920c48c0bc946931dc79e18" data-turbo-track="reload"
http-equiv="x-pjax-csp-version" content="4d37997eaa2e09bc4f0b36b1e5f0a1119ec7ac7a5e40772c777e756731548b5e" data-turbo-track="reload"
http-equiv="x-pjax-css-version" content="71bf311b21b340807e61b916e191da35a3635764429500c0b85923590280098b" data-turbo-track="reload"
http-equiv="x-pjax-js-version" content="a556215b071af6609619e2bbe6f00bdfbf0812ad723b1ae6c301858a7a829f54" data-turbo-track="reload"
name="turbo-cache-control" content="no-preview" data-turbo-transient=""
name="turbo-body-classes" content="logged-out env-production page-responsive"
name="disable-turbo" content="false"
name="browser-stats-url" content="htt????/api.github.com/_private/browser/stats"
name="browser-errors-url" content="htt????/api.github.com/_private/browser/errors"
name="release" content="840b5d20d5a883c23cf56f5240b2c343d6cc0867" data-turbo-track="reload"
name="ui-target" content="full"
name="theme-color" content="#1e2327"
name="color-scheme" content="light dark"

Load Info

page size326024
load time (s)0.580403
redirect count0
speed download85767
server IP 140.82.121.3
* all occurrences of the string "http://" have been changed to "htt???/"