KeygraphHQKeygraphHQ/shannon/llms.txt

shannon

llms.txt49k starsChanged 6 months agoAGPL-3.0View on GitHub

Shannon is an autonomous AI pentesting project by Keygraph. This repository contains Shannon, the AGPL-3.0 open-source white-box pentesting CLI. Keygraph Pro and Keygraph Enterprise are Keygraph's commercial continuous pentesting and…

We split this llms.txt into the rules it gives an agent

1 rule. About 0 are common, 1 is distinctive, and 0 are very specific to this project.

≈0
Common · estimate
Many files like this have a rule of this kind.
≈1
Distinctive · estimate
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.

Licensed with conditions — read it at the source. We count its rules but don't quote them. Read them on GitHub.

≈ “Common” is an estimate: at least 1 in 5 of the 3,225 llms.txt files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Oct 28, 2026Daily content update: agent security tools and guidance — amcamillo/Cybersecurity_Tools0 reactions
Oct 19, 2026Complete the independent Photoview comparison benchmark — Strategic-Automation/violin0 reactions
Oct 19, 2026Reconcile supplied API schemas and source with runtime route coverage — Strategic-Automation/violin0 reactions
Oct 16, 2026Refresh versioned testing standards and upstream references — Strategic-Automation/violin0 reactions
Oct 14, 2026feat: DAST — autonomous pentest agent against staging with Strix, non-gating (PR/CI) — sparkgeo/github-actions0 reactions

26 more on GitHub

Oct 6, 2026Penetration Testing: Integrate Shannon for reports — ProjectTech4DevAI/kaapi-backend0 reactions
Aug 31, 2026`openaiProvider()` always dispatches to Responses API regardless of `model.api` (breaks chat-completions gateways) — bramburn/pi0 reactions
Aug 31, 2026`openaiProvider()` always dispatches to Responses API regardless of `model.api` (breaks chat-completions gateways) — earendil-works/pi0 reactions · 2 comments
Aug 25, 2026[security] Post-refactor audit as a differential benchmark of ~18 AI security-audit tools -> CSA report — CloudSecurityAlliance/csa-google-workspace0 reactions · 1 comment
Aug 14, 2026Add 1 curated source(s) (2026-08-14) — ofcskn/awesome-repo-graph0 reactions
Aug 14, 2026请求添加白名单: docker.io/keygraph/shannon — DaoCloud/public-image-mirror0 reactions · 1 comment
Aug 3, 2026Add report: Analyzing Shannon — zarguell/research-reports0 reactions
Jul 28, 2026Pentest the application before going live — parcella-garden/parcella0 reactions
Jul 21, 2026Pivot to continuous pen testing implementation — WillyBoys/Quiver-v10 reactions
May 26, 2026Building an integrated echo app system — jesus999l/echo-vision0 reactions · 2 comments
May 17, 2026docs(benchmark): comparison-table source verification + Sources refresh — BitterSecurity/Decepticon0 reactions
Apr 6, 2026Add Shannon-related security tools to README — Mr-xn/Penetration_Testing_POC0 reactions · 2 comments
Apr 1, 2026ai pentester — patrick-goecommerce/Multiterminal-UI0 reactions
Mar 4, 2026Add 6 pentest skills + use-case (Shannon/KeygraphHQ analysis) — TerminalSkills/skills0 reactions
Feb 27, 202655ac3ffbbfab076867cab3c0c5c39ca10ef2f338 — WayfireWM/wf-shell0 reactions
Feb 27, 2026Richiesta progetto - Alessia Guttadauro — lucaderi/Cybersecurity0 reactions · 4 comments
Feb 11, 2026Run automated pen testing on the source code — nopSolutions/nopCommerce0 reactions · 2 comments
Feb 11, 2026Check trending repo: KeygraphHQ/shannon — uibm/trending-watcher0 reactions · 2 comments
Feb 10, 2026Check trending repo: KeygraphHQ/shannon — uibm/trending-watcher0 reactions · 2 comments
Feb 9, 2026Automated internal network audit workflow (inspired by Shannon on GitHub) — The-SPARK-Initiative-Labs/Symbiosis-WiFiArsenal0 reactions · 2 comments
Feb 9, 2026Blog on: Completely automate penetration testing with AI — Pinggy-io/pinggy_website0 reactions
Feb 9, 2026feat(list): Add AI agents section + shannon tool — vavkamil/awesome-bugbounty-tools0 reactions
Feb 9, 2026Check trending repo: KeygraphHQ/shannon — uibm/trending-watcher0 reactions · 2 comments
Feb 8, 2026[News] 投稿 — Yuyz0112/koala-oss-app0 reactions · 2 comments
Feb 8, 2026Issues stuck on "Scoping..." after connecting a repository — natanwei/devin-issue-pilot0 reactions · 1 comment
Feb 8, 2026Check trending repo: KeygraphHQ/shannon — uibm/trending-watcher0 reactions · 2 comments

On YouTube · 24

Dec 14, 2025I Tested an AI Hacker Called Shannon (Unexpected!) — Medusasays it tested it56k views · 122 comments
Feb 15, 2026Claude is Now an AI Hacker! (Using Shannon AI Pentester) — Alex Followell | AI Automation11k views · 12 comments
Feb 12, 2026【實測翻車】完整解說：Shannon 全自動 AI 滲透測試工具 | 第一次測試就失手？20美元飛了 | Penetration testing | Pentesting | 駭客工具 | LLM滲透 — HackerCatsays it tested it2.9k views · 2 comments
Oct 3, 2025Meet Shannon, Keygraph's fully autonomous AI Pen Tester - Open Source and Available Now on Github — Keygraph2.4k views
Mar 13, 2026Autonomous AI Hacker? Shannon AI Finds Real Web App Vulnerabilities #aitesting #vibecoding — Vishwam AI2k views

19 more on YouTube

Oct 12, 2026AI Pentesting Found Real Kubernetes Exploits in 3 Hours for $2 — DevOps & AI Toolkit1.9k views · 1 comment
Feb 5, 2026I Tested Shannon: The Open-Source AI Hacker That Finds REAL Exploits (Unexpected!) — Sanchit Agrawalsays it tested it1.9k views · 26 comments
Mar 10, 2026This AI Hacks Faster Than You Build | Shannon | Claude Code — The LLM Architect1.2k views · 4 comments
Dec 23, 2025Testing AI Hacker Called Shannon (Unexpected Results!) — KevenBazile says it tested it1.1k views
Jan 1, 2026Shannon: The Open-Source AI Hacker That Finds Real Vulnerabilities Autonomously — ABV — AI · Books · Validation1k views
Apr 7, 2026Shannon: The AI Pentester That Executes Real Exploits — Prism Labs614 views
Mar 10, 2026Shannon Found 20+ Critical Vulnerabilities I Missed #appsec — GithubTrends311 views
Feb 9, 2026KeygraphHQ/shannon - Gource visualisation — Gourcer284 views · 1 comment
Jun 6, 2026Say Goodbye to Manual Pentesting #security #automation — Dendrite260 views
Feb 25, 2026Shannon AI Review: Autonomous Pentesting and Exploit Validation — Blueprint Bytes201 views
Mar 6, 2026GitHub Nexus - Autonomous AI Pentester for Web Apps & APIs | Shannon — Neural-Nexus184 views
Jun 8, 2026Shannon - AI Pentester for Web Apps and APIs (44K Stars, Open Source) — Kuro172 views
Sep 20, 2026Shannon: The AI Pentester That Only Reports Proven Exploits — Web | Coding | Security155 views
Aug 28, 2026Shannon: Automated AI Pentester for Every Build — salix124 views
Apr 21, 2026Automate Your Security Testing with Shannon — Github Signalssays it tested it87 views
Oct 2, 2026Shannon GitHub Explained: Proof-by-Exploitation for Web App Security Testing — Alex Hitt70 views
Feb 20, 2026SHANNON: The AI Hacker That Breaks Your Code (So You Can Fix It!) — Eddy Says Hi #EddySaysHi65 views
Aug 11, 2026This AI Can Actually Pentest Your App — GithubHacker61 views
Sep 4, 2026This AI Pentester Reads Your Code Then Exploits It — MAXI20 views

On Bluesky · 24

May 18, 2026Shannon Lite est un projet open-source sous licence AGPL-3.0, permettant de réaliser des pentests IA autonomes en boîte blanche pour apps… — @ponceto91.bsky.social19 likes and reposts · 1 reply
Oct 15, 2026Shannon is an AI pentester for web applications and APIs. It analyzes your source code, identifies attack vectors, and executes real… — @yogsec.bsky.social5 likes and reposts
Apr 7, 2026🎉 Celebrating！ 🎉 (500+ new stars) 📦 KeygraphHQ / shannon ⭐ 36,016 (+703) 🗒 TypeScript Shannon Lite is an autonomous, white-box AI… — @github-trending.bsky.social4 likes and reposts · 1 reply
Dec 17, 2025Es ist soweit. Der Kampf gegen die Maschinen beginnt. 😂 — @echobit.de4 likes and reposts · 1 reply
May 18, 2026🚀 Skyrocketing！ 🚀 (200+ new stars) 📦 KeygraphHQ / shannon ⭐ 42,475 (+335) 🗒 TypeScript Shannon Lite is an autonomous, white-box AI… — @github-trending.bsky.social3 likes and reposts · 1 reply

19 more on Bluesky

Feb 7, 2026💎 Hidden Gem！ 💎 (1000+ new stars) 📦 KeygraphHQ / shannon ⭐ 7,897 (+3,133) 🗒 TypeScript Fully autonomous AI hacker to find actual… — @github-trending-js.bsky.social3 likes and reposts · 1 reply
Mar 4, 2026💎 Hidden Gem！ 💎 (1000+ new stars) 📦 KeygraphHQ / shannon ⭐ 28,901 (+1,847) 🗒 TypeScript Fully autonomous AI hacker to find actual… — @github-trending-js.bsky.social2 likes and reposts · 1 reply
Sep 3, 2026🔥 Hot Repo！ 🔥 (100+ new stars) 📦 KeygraphHQ / shannon ⭐ 47,585 (+135) 🗒 TypeScript Shannon is an AI pentester for web applications and… — @github-trending-js.bsky.social1 likes and repost
Aug 13, 2026📦 KeygraphHQ / shannon ⭐ 46,758 (+77) 🗒 TypeScript Shannon is an AI pentester for web applications and APIs. It analyzes your source… — @github-trending-js.bsky.social1 likes and repost
Jul 1, 2026公式READMEとサイトで確認できた強みは本物でした。working PoC だけ報告、手元実行、白箱でアプリとAPIを掘る。ここはかなり強い。でも標準導線の前提は Docker / Node 18+ / Anthropic… — @mint-echosphere.bsky.social1 likes and repost · 1 reply
May 16, 2026🚀 Skyrocketing！ 🚀 (200+ new stars) 📦 KeygraphHQ / shannon ⭐ 42,277 (+288) 🗒 TypeScript Shannon Lite is an autonomous, white-box AI… — @github-trending-js.bsky.social1 likes and repost · 1 reply
Apr 22, 2026🚀 Skyrocketing！ 🚀 (200+ new stars) 📦 KeygraphHQ / shannon ⭐ 39,247 (+346) 🗒 TypeScript Shannon Lite is an autonomous, white-box AI… — @github-trending.bsky.social1 likes and repost · 1 reply
Apr 16, 2026「コードは爆速で書くけど、ペネトレーションテストは年に1回...」そんなセキュリティの空白を埋める「Shannon」が凄まじい。ソースコードを解析して、実際にXSSやSSRF等の脆弱性を突くPoCまで自動生成。Claude… — @woody-ai-tools.bsky.social1 likes and repost
Apr 8, 2026AIで爆速開発する時代、セキュリティの穴は放置していませんか？🚨 自動ホワイトボックスペネトレーションテストツール「Shannon」が凄い。ソースコード解析から実環境へのPoC実行まで自動化し、脆弱性を証明付きで報告してくれます。… — @woody-ai-tools.bsky.social1 likes and repost
Apr 6, 2026🎉 Celebrating！ 🎉 (500+ new stars) 📦 KeygraphHQ / shannon ⭐ 36,016 (+703) 🗒 TypeScript Shannon Lite is an autonomous, white-box AI… — @github-trending-js.bsky.social1 likes and repost · 1 reply
Apr 6, 2026今日のGitHubトレンド KeygraphHQ/shannon Keygraph社が開発したShannonは、WebアプリケーションとAPIに対するAIによる自動ペンテストツールです。… — @dailygithubtrends.bsky.social1 likes and repost
Mar 4, 2026💎 Hidden Gem！ 💎 (1000+ new stars) 📦 KeygraphHQ / shannon ⭐ 28,901 (+1,847) 🗒 TypeScript Fully autonomous AI hacker to find actual… — @github-trending.bsky.social1 likes and repost · 1 reply
Mar 3, 2026An open source AI penetration tester? I gotta try this out! github.com/KeygraphHQ/s... — @rumblestiltskin.bsky.social1 likes and repost
Feb 21, 2026#Shannon is an #OpenSource #PenTest tool by #KeygraphHQ for testing web applications for exploits before deploy & as a #CyberSecurity… — @thinkronicity.bsky.social1 likes and repost
Feb 17, 2026Shannon is an AI pentester that autonomously finds and executes actual exploits in your web apps, achieving 96.15% success rate on security… — @arifsolmaz.bsky.social1 likes and repost
Jun 17, 2026AI news - Jun 17, 2026 1. OpenAI's Deployment Simulation Uses Real Conversations to Predict Model Behavior LINK 2. Shannon Lite: Autonomous… — @hackobar.bsky.social0 likes and reposts · 1 reply
Apr 22, 2026🚀 Skyrocketing！ 🚀 (200+ new stars) 📦 KeygraphHQ / shannon ⭐ 39,247 (+346) 🗒 TypeScript Shannon Lite is an autonomous, white-box AI… — @github-trending-js.bsky.social0 likes and reposts · 1 reply
Feb 11, 2026💎 Hidden Gem！ 💎 (1000+ new stars) 📦 KeygraphHQ / shannon ⭐ 20,398 (+1,433) 🗒 TypeScript Fully autonomous AI hacker to find actual… — @github-trending-js.bsky.social0 likes and reposts · 1 reply
Feb 7, 2026💎 Hidden Gem！ 💎 (1000+ new stars) 📦 KeygraphHQ / shannon ⭐ 7,897 (+3,133) 🗒 TypeScript Fully autonomous AI hacker to find actual… — @github-trending.bsky.social0 likes and reposts · 1 reply

On Hacker News · 4

Feb 6, 2026Shannon – Autonomous AI Hacker4 points
Feb 8, 2026Autonomous AI hacker to find actual exploits in your web apps3 points
Feb 7, 2026Shannon: Claude Code for Pen Testing: #1 on Github today3 points · 2 comments
Feb 9, 2026Shannon: OSS Autonomous AI Pentester1 point

On the web · 2

Aug 21, 2026Shannon - Browse /v2.5.0 at SourceForge.net — sourceforge.net
Dec 19, 2025Fully autonomous AI hacker to find actual exploits in your ... — google.com

In this repository2 other files it gives its agents.
- CLAUDE.mdCLAUDE.md
- llms-full.txtllms.txt

Does it work?

Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.

Reviews can't be read right now.

Your trail

Files you open will collect here, so you can find them again.

Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.

Now do this for your own.

Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

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