221 results for “PoS”

llm-trails is an open study of what LLMs choose to do next inside a breached AWS account. It puts 14 models in 13 post-compromise situations, records only a single-turn plan with nothing executed, and codes each answer to CloudTrail events. The repo has the llmtrials harness, prompts, codebook, processed dataset (viz_data.json) and an interactive dashboard, so the study can be rerun or extended.

github.comrepoAdded 30 Oct 2026🧠 AI

llm-trails is a research repo that placed 14 LLMs in 13 post-compromise AWS situations, asked only for their next move (single-turn, nothing executed), and coded each answer to CloudTrail events. It includes the llmtrials harness, prompts, codebook, processed dataset (viz_data.json) and an interactive dashboard. Rates are conditioned on the situation shown, and the aim is turning model behavior into detection priorities.

github.comrepoAdded 30 Oct 2026🛡️ Security

Hob is an MIT-licensed desktop app from Frigade that runs open-weight models such as Gemma and gpt-oss locally on Mac, Windows and Linux. It picks the best open-weight model that fits the user's computer and sets it up. It is positioned as a free, private, offline alternative to Claude and ChatGPT for tasks like filling out PDFs and working through documents. The page gives no technical detail on its runtime.

github.comrepoAdded 27 Oct 2026, published 26 Oct 2026🧠 AI

wtfibought (llm-trading-arena) is an MIT-licensed live arena where LLM agents trade virtual capital on real market data with all reasoning public. Users bring their own model and key, set the wake candle interval, leverage range and margin budget, with at most three symbols and twelve model calls per wake. The stack is Spring Boot on Java 25 with Spring AI, PostgreSQL, Redis and a React 19 frontend.

github.comrepoAdded 26 Oct 2026, published 23 Oct 2026🧠 AI

ZTrust is a Python supply-chain scanner that checks manifests, lockfiles, source and GitHub workflows for vulnerable or malicious dependencies (via OSV.dev), typosquats, leaked secrets, unsafe lockfiles and risky CI patterns such as pwn requests and script injection. It outputs console, JSON and SARIF 2.1.0 and ships as a GitHub Action. It also includes a FastAPI bounty service using commit-reveal and shielded Zcash payouts for researchers.

github.comrepoAdded 27 Oct 2026, published 22 Oct 2026🛡️ Security

claude-red is a library of offensive security skills for the Claude Skills system, each a SKILL.md file that loads on conversational triggers (for example, mentioning SQL injection loads offensive-sqli). Categories include web, Active Directory, cloud, mobile, exploit development, fuzzing, privilege escalation, post-exploitation and AI. It targets about 130 skills across 23+ categories, with an install script and sparse-checkout install per category. Built on Sahar Shlichov's offensive checklists, MIT licensed.

github.comrepoAdded 22 Oct 2026🛡️ Security

aula-mcp is an open-source (MIT) TypeScript MCP server that connects an AI client to Denmark's Aula school platform. It exposes tools for profiles, calendar events, messages, notifications, posts and weekly plans. MitID credentials and OAuth tokens are stored in macOS Keychain or an AES-256-GCM encrypted file. The HTTP server binds to 127.0.0.1, and the presence write tool stays off until AULA_MCP_WRITE=1 is set.

x.comrepoAdded 23 Oct 2026, published 22 Oct 2026🧠 AI

Omnara is an open-source, self-hostable managed agent platform, an alternative to Claude Managed Agents and OpenAI's Agents API. It runs agents on any model (OpenAI, Anthropic, OpenRouter, Bedrock, LiteLLM, Ollama) and any machine, with Postgres-backed durable state, stateless workers, per-tool permissions, MCP, skills, memory, subagents, schedules and Slack, Discord and GitHub triggers. It ships a REST API, TypeScript SDK, CLI and Docker Compose setup.

github.comrepoAdded 23 Oct 2026, published 21 Oct 2026🧠 AI

Python Cybersecurity Libraries is a curated GitHub list by Yogsec, shared in a post by cyb_detective. It groups Python libraries by task: network analysis, penetration testing, threat intelligence, reverse engineering and malware analysis, forensics and investigation, web application security, CTF, and machine learning for security. The tweet shows only the category names, not the individual libraries.

x.comrepoAdded 24 Oct 2026, published 21 Oct 2026🛡️ Security

php2shell is the name given to two critical pre-auth remote code execution flaws, CVE-2026-109618 and CVE-2026-109619, in PHP core's session upload progress handler (php_session_rfc1867_callback), where zend_hash_update frees live zval pointers that are later reclaimed and redirected into zend_call_function to run zif_system. This repository ships poc_109618.py, a fully automated four-stage HTTP exploit that leaks ASLR offsets via Set-Cookie headers against php:8.4.26-apache on Debian Bookworm, along with a root-cause C source patch, mitigation scripts to disable session.upload_progress, and WAF/ModSecurity/Lighttpd/Apache rules plus detection guidance for anomalous PHP worker child processes. Confirmed PHP versions include 8.4.4 and 8.2.34, with EOL branches (5.x, 7.x, 8.0, 8.1) left without official vendor patches.

github.comrepoAdded 23 Oct 2026, published 21 Oct 2026🛡️ Security

php2shell-poc is a proof-of-concept and detection toolkit for CVE-2026-109618 and CVE-2026-109619, two PHP vulnerabilities tied to session.upload_progress handling and a Zend engine out-of-memory bailout path affecting PHP 5.4.0 through 8.5.11. The repository includes three working exploit chains, a Docker-based lab (PHP-FPM, nginx, Apache mod_php) for reproduction, and pre-built Suricata, Sigma, ModSecurity, and Lua detection rules. The author recommends disabling session.upload_progress as an interim mitigation, noting the underlying memory corruption requires a full PHP patch to fix.

github.comrepoAdded 23 Oct 2026, published 21 Oct 2026🛡️ Security

PentAGI is an open-source, self-hosted multi-agent system that uses LLM agents to carry out penetration testing tasks autonomously. The MIT-licensed repo has a Go backend, a React frontend and GraphQL. It ships Docker Compose files for Langfuse tracing, Graphiti knowledge-graph memory and an observability stack. Topics list OpenAI and Anthropic as model backends.

github.comrepoAdded 20 Oct 2026🧠 AI

VoidAccess is a self-hosted, MIT-licensed dark web OSINT platform that runs a 13-step pipeline from a research query to a relationship graph. It collects from Tor indexes, paste sites, code forges, security feeds and .onion seeds, applies content-safety filters, and exports STIX 2.1, MISP, Sigma, YARA, Snort, Suricata, CSV and JSON. It runs as a CLI with SQLite or as a Docker Compose stack with PostgreSQL, FastAPI and Next.js.

github.comrepoAdded 21 Oct 2026, published 20 Oct 2026🛡️ Security

DidierStevensSuite is a collection of Python scripts for malware analysis, file format parsing, hashing and forensic triage. It includes utilities for analysing PDF and OLE documents and for XOR-obfuscated data. The post is a short KitPloit announcement that links to the repository and gives no usage detail.

x.comrepoAdded 21 Oct 2026, published 20 Oct 2026🛡️ Security

GetSubDomains is an open-source tool by yogsec that enumerates subdomains by querying crt.sh certificate transparency logs. It is aimed at the reconnaissance step of penetration tests and bug bounty work. The source is a short tweet pointing to a GitHub repository, so usage details and options are not given.

x.comrepoAdded 21 Oct 2026, published 19 Oct 2026🛡️ Security

Trading Hub is a free macOS desktop trading platform built with C#/.NET 10 and Avalonia. It uses the user's Claude Code subscription: a chat writes and fixes C# strategies, an in-app MCP server lets Claude run backtests, optimizations and walk-forwards and write reports, and a risk agent proposes position sizes. Install and a Windows port are both driven by Claude Code prompts. License is MIT with Commons Clause.

github.comrepoAdded 19 Oct 2026, published 17 Oct 2026🧠 AI

ENISA repository of 22 Secure by Design and Secure by Default playbooks for SMEs building products with digital elements. Each playbook has a principle, objective, checklist, minimum evidence and release gate, covering design, build, deployment, maintenance and decommissioning. It supports progressive adoption and CRA readiness without replacing legal obligations.

github.comrepoAdded 17 Oct 2026🛡️ Security

Graphicle is a local-first Rust program that parses a repository into a tree-sitter code graph (a port of Graphify) and adds project memory: docs, reviewed decisions and captured Claude Code/Codex sessions. It serves cited file-and-line excerpts within a token budget via one MCP server, CLI and browser app, backed by a single SQLite file, with no API key or telemetry. The README reports a code-only extract on Kubernetes (31k files) in 3m18s versus 26m38s for Graphify 0.9.88, and a memory comparison against seven systems. Agent-proposed memories need user approval and go stale when the code they reference changes.

github.comrepoPublished and added 14 Oct 2026🧠 AI

REA (rea-agents on npm) registers an MCP server and matching workflow instructions with coding agents such as Claude Code, Codex, Cursor and Gemini CLI. It exposes tools for inspecting native binaries through Hopper, Ghidra or IDA (with optional objdump and Rizin), JavaScript/Electron apps and ASAR archives, .NET assemblies and websites. Results come back with evidence and limitations, so the agent can explain how a feature works and write and test its own implementation. Analysis runs locally, there is a CLI with the same workflows, and the showcases include C reconstructions verified against original x86 function bytes.

github.comrepoAdded 14 Oct 2026🧠 AI

REA (rea-agents) is an MIT-licensed toolkit that exposes native-binary, JavaScript/Electron, .NET assembly and website analysis to AI agents via MCP, and also as a local CLI. It drives Hopper, Ghidra, IDA, objdump or Rizin for disassembly and pseudocode, recovers modules and Electron IPC boundaries from ASAR/JS apps, and returns findings with evidence and limitations. Showcases include reconstructing a x86 audio helper into byte-matching C and tracing an Electron clipboard API through preload and IPC; the README also carries lawful-use and licensing guidance.

github.comrepoAdded 14 Oct 2026🛡️ Security

Companion repository for Omar Santos's Pearson and O'Reilly trainings and books. It has eight parts of runnable Python labs: chat models, embeddings, prompt templates, LCEL prompt chaining, Chroma-based RAG, ReAct/LangGraph/CrewAI/DeepAgents agents, and FastMCP servers (nmap, CISA KEV, Shodan). It also includes guides to six agentic frameworks (OpenClaw, Hermes, Agent Zero, OpenHands, Paperclip, Buzz), a tokenomics module on agent cost (context compounding, prompt caching, model routing, token budget guards, batch API, cost per accepted outcome), and a vendor-neutral design spec for a human-gated multi-agent assessment harness. It is a current, practical curriculum for building and operating agents. Some examples act on real systems and should only be run in an authorized lab.

github.comrepoAdded 13 Oct 2026🧠 AI

This repository hosts a proof-of-concept for CVE-2026-41940, described as a CVSS 10.0 unauthenticated authentication bypass in cPanel and WHM caused by CRLF injection into server-side session files via the Authorization header. The accompanying Python tool (cve.py) can detect vulnerable cPanel/WHM instances, retrieve system and account information, and perform post-exploitation actions such as running OS commands, changing the root password, and opening an interactive WHM shell. It also supports bulk scanning workflows piped from subfinder, httpx, and Shodan.

github.comrepoAdded 23 Oct 2026, published 11 Oct 2026🛡️ Security

TypeScript MCP server for Argo CD that lets MCP clients (Cursor, VS Code, Claude Desktop) list, inspect, create, update, delete and sync applications, read logs and events, and run resource actions through natural language. It supports stdio and HTTP stream transports, with a stateless mode for multi-replica Kubernetes deployments. The security design is detailed: API tokens are read only from env vars or headers and never from tool arguments, the default token is bound to the default base URL, a per-host token registry covers extra instances, a read-only mode disables write tools, and the HTTP listener binds loopback by default and requires an inbound auth token if exposed.

github.comrepoAdded 10 Oct 2026🧠 AI

Edi Life OS is a self-hosted dashboard (PHP 8.1+, MySQL, vanilla JavaScript) that combines focus timer, habits, goals, Kanban tasks, finances and notes in ten workspaces. It includes an optional Node.js MCP server that exposes 15 tools over stdio. The tools let Claude Desktop, Claude Code or Codex read the dashboard, create goals and tasks, log habits and record expenses. The MCP server calls only the app's bearer-token /api/v1 HTTP API and never touches the database or credentials. The README is candid about limits: the token has no scopes, there is no app-level rate limiting, and the secret-note flag is only a visibility setting, not encryption.

github.comrepoPublished and added 9 Oct 2026🧠 AI

mattpocock/skills is a collection of small, composable "agent skills" for software engineering that install into Claude Code, Codex, GitHub Copilot, Gemini CLI, Cursor, OpenCode, Devin, Windsurf, Amp and Pi via plugin managers or the `npx skills` CLI. It packages practices like interview-driven requirement gathering (/grill-me, /grill-with-docs), domain-model/glossary building, test-driven development with red-green-refactor (/tdd), bug diagnosis loops, codebase architecture improvement, ticket triage and spec-to-implementation workflows (/to-spec, /to-tickets, /implement, /implement-spec), splitting skills into user-invoked orchestrators and model-invoked reusable disciplines. It's built by Matt Pocock as an alternative to heavier process-owning frameworks like GSD, BMAD and Spec-Kit, aiming to keep engineers in control while giving coding agents better feedback loops and shared vocabulary.

github.comrepoAdded 8 Oct 2026🧠 AI

ARTEX is an AGPL-3.0 autonomous penetration-testing system with a Go backend and Next.js frontend, backed by PostgreSQL. A planner agent and parallel worker agents share a global asset graph and a per-task exploration graph, with human-in-the-loop approval, a MITM traffic-recording proxy, ScopeSentry asset sync, vulnerability retesting and a shared todolist for multi-step attack chains. The README claims a Baidu agent+ attack-defense challenge win and limits use to local isolated labs.

github.comrepoAdded 27 Oct 2026, published 8 Oct 2026🛡️ Security

MXC is Microsoft's cross-platform sandboxed code execution system for running untrusted code such as LLM/agent output, plugins, and tools, offering containment backends ranging from OS-native process sandboxes (Windows Sandbox, LXC, Bubblewrap, Seatbelt) to full VMs (Nanvix MicroVM, Hyperlight). It exposes a unified JSON-based policy model for filesystem, network, and UI access controls, with Rust, .NET, and Node SDKs plus diagnostic tooling (audit mode, access-denied logging) to help developers tune containment rules for agentic workloads.

github.comrepoAdded 8 Oct 2026🛡️ Security

Overmind is an open-source platform (MIT SDK/CLI, AGPL-3.0 platform, self-hostable) that instruments an agent's code via OpenTelemetry tracing, turns the resulting production traces (or any dataset) into a fine-tuned model benchmarked against user-defined eval metrics, and serves it through one unified API with downloadable/retrainable weights. It ships an SDK, CLI, REST API, Console, and an MCP server exposing project tools and workflows (investigate-capability, finetune-capability, ship-model) for Cursor, Claude Code, OpenCode and Codex, and can sync traces from Langfuse, LangSmith, Braintrust or Galileo; self-hosting runs via Docker Compose with Postgres, Redis, Celery workers and Modal-based GPU workers for fine-tuning/serving (vLLM).

github.comrepoAdded 6 Oct 2026🧠 AI

Claude-Mem is an open-source persistent memory plugin for Claude Code and other coding agents (Codex, OpenCode, Grok Bot, T3 Code, OpenClaw) that captures tool-usage observations during sessions, compresses them into semantic summaries, and reinjects relevant context into future sessions. It uses five lifecycle hooks (SessionStart, UserPromptSubmit, PostToolUse, Stop, SessionEnd), a local SQLite database, a Chroma vector store for hybrid semantic+keyword search, and exposes three MCP tools (search, timeline, get_observations) that follow a token-efficient layered retrieval pattern to cut context costs roughly 10x. It is Apache-2.0 licensed, built with the Claude Agent SDK and TypeScript, and ships an optional hosted "observer" memory service alongside self-hosted options via OpenRouter/Gemini keys or an Anthropic plan.

github.comrepoAdded 5 Oct 2026🧠 AI

GitHub release notes for Sigma r2026-07-01, the open-source detection-rule repository, adding 20 new rules (e.g. LSASS crash via Netlogon buffer overflow CVE-2026-41089, TanStack supply-chain attack indicators for Windows/Linux, RedTail cryptominer user-agent detection, AF_ALG kernel crypto API exploit indicator) and updating/fixing dozens of existing rules for ARM64 binary variants, file-sharing domain IOCs, and WMI-based reconnaissance/persistence detection. It's a routine but substantive update to a widely-used blue-team detection content pack.

github.comrepoAdded 3 Oct 2026🛡️ Security

ARTEX global edition is an English-default fork of the Chinese open-source ARTEX (AGPL-3.0), an autonomous penetration-testing system in which planner and worker LLM agents run real tools and record results in an asset graph and an exploration graph on PostgreSQL. It also ships a defense guide, Sigma and Suricata rules, an ATT&CK Navigator layer, MISP indicators and a host triage script for spotting ARTEX-driven attacks.

github.comrepoAdded 31 Oct 2026, published 3 Oct 2026🛡️ Security

Release notes for Microsoft's Agent Framework (Python and .NET SDKs), covering versions python-1.16 through python-1.20 and dotnet-1.19 through dotnet-1.23. Changes span native vector-store connectors (MongoDB, Qdrant, PostgreSQL/pgvector, DuckDB, SQL Server, Azure Cosmos DB, Azure AI Search), Foundry hosting redesigns around request-scoped agent factories and durable Invocations, MCP skill/session security hardening (approval binding, security labels, ZIP-only skill archives), Magentic multi-agent orchestration and handoff routing, and checkpoint/replay correctness fixes across workflows.

github.comrepoAdded 2 Oct 2026🧠 AI

Bifrost is an open-source, high-performance LLM gateway (by Maxim AI) that exposes a single OpenAI-compatible API across 23+ providers including OpenAI, Anthropic, AWS Bedrock, Google Vertex, Azure, Cohere, Mistral, and Ollama. It provides automatic failover, load balancing, semantic caching, Model Context Protocol (MCP) tool integration, budget and governance controls, OIDC user provisioning, and Prometheus-based observability, deployable via npx or Docker with claimed sub-15 microsecond overhead at 5,000 RPS. It is positioned as a drop-in replacement requiring only a base-URL change for existing OpenAI, Anthropic, or GenAI SDK code.

github.comrepoAdded 2 Oct 2026🧠 AI

OpenShell is NVIDIA's open-source runtime for safely running fleets of autonomous AI agents: each agent runs in an isolated sandbox where kernel-level controls enforce a declared policy over file access, syscalls, and network connections, and credentials are injected only for approved endpoints rather than exposed to the agent directly. Policy changes are checked with formal verification to flag risky new access (new hosts, new API methods) before they're approved, and the project ships a CLI, gateway, Kubernetes/Helm deployment, and a tutorial running OpenCode against an OpenRouter model.

github.comrepoAdded 1 Oct 2026🛡️ Security

Synapass is an OpenAI-compatible inference gateway and control plane that decides per request which AI provider serves it, under policy. It provides routing, retry and failover, exact/prefix/semantic caching, rate limits and budgets, tenant isolation, and an explain endpoint recording why each request was routed. It deploys with one command via Docker Compose (Postgres, Redis, ClickHouse, NATS, Grafana stack, dashboard).

github.comrepoAdded 20 Oct 2026, published 1 Oct 2026🧠 AI

Agent-Reach is a CLI and agent-"skill" layer that equips coding agents (Claude Code, Cursor, OpenClaw) with ready-made web-reading tool use: fetching arbitrary pages via Jina Reader, YouTube transcripts via yt-dlp, GitHub repos via gh CLI, Bilibili search, RSS via feedparser, and semantic web search via Exa through mcporter, with login-gated platforms (Twitter/X, Reddit, Xiaohongshu, Facebook, Instagram) added on request via cookies or OpenCLI browser sessions. Each platform module probes an ordered list of candidate backends and falls back automatically when one breaks (e.g. yt-dlp being blocked by Bilibili's anti-scraping), and an `agent-reach doctor` command reports which backend each channel is currently using. It positions itself as a "capability layer" that selects, installs and health-checks the right upstream tool for an agent rather than wrapping the reads itself.

github.comrepoAdded 2 Oct 2026, published 1 Oct 2026🧠 AI

Sift is Stratus Security's open-source successor to Snaffler: a Native AOT credential/secrets scanner for pentesters that crawls local drives, SMB shares/subnets, Active Directory, SharePoint/OneDrive/Teams, Slack, and Jira/Confluence for exposed secrets. It supports Kerberos/NTLM/pass-the-hash authentication, resumable checkpointed scans, a JSON rule/ignore-rule system compatible with Snaffler's detection catalogue, and optional local-LLM (Ollama) validation to cut false positives without sending sensitive findings to a cloud API.

github.comrepoAdded 30 Sep 2026🛡️ Security

CAIRN is a Cisco Talos research toolkit that identifies and attributes AI-integrated malware purely from VirusTotal metadata — no binary downloads or detonation — by running a tiered YARA ontology (T1/T2/T3) over composed scan text (AV strings, PE resources, Sigma/sandbox behavioral data, embedded URLs) and layering on sentence-transformer embeddings with HDBSCAN clustering for semantic family attribution. It has produced confirmed family reports for AI-malware such as PROMPTLOCK, LAMEHUG, PROMPTSTEAL, QUIETVAULT, CLOSEDQUORUM, and FRUITSHELL, each cross-verified by hands-on Talos reverse engineering before publication.

github.comrepoAdded 30 Sep 2026🛡️ Security

DeepSeek-V4.1-Flash is a multimodal Mixture-of-Experts model with 552B backbone parameters, 1M-token context, and a novel Causal Encoder-Decoder (CED) architecture where the decoder's global KV cache is projected from encoder hidden states rather than recomputed per layer, activating only 8B/16B parameters per token during prefill/decode. It introduces Compressed Sparse Attention 2 (CSA2) with FP4 KV caching to cut the global KV cache footprint to 890 bytes/token (~1/4 of DeepSeek-V4-Flash, ~1/437 of DeepSeek-V1), alongside Engram conditional memory, DSpark speculative decoding, and a continuously controllable reasoning-effort setting (1–100). The card documents pre/post-training recipes (45T tokens, SFT→RL→on-policy distillation with synthetic agent environments) and reports results across agentic and code benchmarks (Terminal-Bench 2.1/3.0/4.0, DeepSWE v1.1, GPQA Diamond, Chartography, ZeroBench, AutomationBench), plus deployment instructions for Transformers, vLLM, SGLang, and Docker.

huggingface.corepoAdded 30 Sep 2026🧠 AI

Open-Dots is an open-source reimplementation of OpenAI's 'Dots' computer-use agent, giving any LLM the ability to control a browser, terminal and filesystem plus connectors to personal apps. It is framework-agnostic (works with any LLM) and free, positioned as a self-hostable alternative to OpenAI's proprietary computer-use offering.

x.comrepoPublished and added 30 Sep 2026🧠 AI

invisible_playwright_mcp is an MCP server (and companion Python library, invisible_playwright) that wraps Playwright so an LLM agent can operate a real browser like a human: clicking, typing, scrolling and reading page content, useful for tasks like checking flight fares across a date range where no API exists. It ships a standalone chat+live-browser UI driven by any OpenRouter model, installs as a plugin for Claude Code, Codex and Gemini CLI, and exposes stealth/identity controls (seed-based browser fingerprint, proxy-derived timezone/locale/geolocation, persistent profile directories) via its invisible_core component.

github.comrepoAdded 7 Oct 2026, published 29 Sep 2026🧠 AI

Hugging Face collection for Xiaomi's MiMo-V2.6 model family, comprising five open-weight checkpoints: MiMo-V2.6-Pro-RL (1T params), MiMo-V2.6-Flash-RL (311B params), a MiMo-V2.6-Distill-Qwen-9B distillation (vision-language capable), and Pro/Flash MOPD variants. The title claims MIT licensing and a 1M-token context window, positioning this as a large open-weight release spanning full-scale RL-trained models down to a 9B distilled variant usable on consumer hardware.

huggingface.corepoAdded 29 Sep 2026🧠 AI

security-harness is an open-source Claude Code plugin (also packaged for Gemini CLI, Codex and opencode) that orchestrates subagents — sh-recon, sh-hunter, sh-chainer, sh-verifier, sh-reporter — through a static-analysis pipeline covering 15 vulnerability classes (IDOR/BOLA, SQLi, XSS, SSRF, injection, auth, deserialization, path traversal, secrets, CSRF, XXE, open redirect, crypto, race conditions, file upload), producing README/JSON/SARIF/HTML/PDF reports with PoCs, CVSS and CWE/OWASP mappings. It also ships sh-pr-review, a per-PR merge-gate skill that posts inline findings and a commit status scoped only to code the PR itself introduced or aggravated, with caching, dedup via fingerprints, and a scheduled GitHub Action that keeps its per-class knowledge bases fresh by having one AI agent draft updates from allowlisted sources (OWASP, PortSwigger Research, CWE/CAPEC, HackerOne) while a separate adversarial reviewer agent fails-closed against prompt injection before auto-merge.

github.comrepoAdded 2 Oct 2026, published 29 Sep 2026🛡️ Security

StartLux-Decision is a family of open decision models (0.8B to 27B, plus a 35B-A3B mixture of experts) that return probabilities for every option of typed choice, yes/no and score questions. The repository holds the inference engine and HTTP server (vLLM plugin, /v1/systemone API), with Instant one-pass and AutoThink gated-reasoning variants. Reports first place of 174 entries on Decision Index 0.3.2 (69.12). Code is Apache 2.0; weights are CC BY-NC 4.0.

github.comrepoAdded 23 Oct 2026, published 29 Sep 2026🧠 AI

Paper2Agent is a multi-agent AI system that coordinates parallel specialist agents to transform a research paper and its code repository into a tested MCP server exposing the paper's methods as callable tools ('agentified' papers). It ships as a skill for coding agents like Claude Code and Codex, and the project demonstrates the pipeline on real papers (TISSUE for spatial transcriptomics, Scanpy for single-cell analysis, AlphaGenome for genomic variant interpretation), each producing a hosted MCP server that a chat agent can call to run the paper's actual scientific workflows.

github.comrepoAdded 27 Sep 2026🧠 AI

Awesome-list repository cataloguing 183 open-source 'skills' and toolkits that let Claude Code, Codex and other coding agents generate or edit video: rendering frameworks like HyperFrames and Remotion, motion graphics, explainer/promo video generators, short-form editors, digital avatars and music videos. Each entry is read and security-graded by a companion service (Agent Skills Hub / agentskillshub.top), with a machine-readable JSON feed and category breakdowns (frameworks, promos, explainers, editing, shorts, avatars, animation, motion graphics, scripts, music videos).

github.comrepoAdded 29 Sep 2026, published 27 Sep 2026🧠 AI

Agent Control Standard (ACS) is an OWASP GenAI Security Project specification that lets a separate Guardian Agent inspect an AI agent's proposed actions before they execute and return allow/deny/modify/ask/defer over an authenticated JSON-RPC wire, with OpenTelemetry/OCSF audit trails and a CycloneDX/SPDX/SWID AgBOM inventory. The reference implementation runs Microsoft's Agent Governance Toolkit (AGT) behind the ACS contract with Bun, including host shims for Claude Code and OpenCode, and demonstrably denies a destructive `rm -rf /` command from a live coding-agent session while allowing benign ones. The project is explicit about current gaps — the wire is unauthenticated (issue #70) and the reference Guardian fails open by default (issues #32/#37) — and only 2 of 16 lifecycle hooks are evaluated live in v0.1.0.

github.comrepoAdded 26 Sep 2026🛡️ Security

SAPMAP is a BloodHound-style attack path mapper for SAP landscapes: it discovers SAP systems on a network, maps RFC trust connections, and implements real exploits (10KBLAZE/CVE-2020-6207 gateway trust, CVE-2025-31324 VisualComposer JSP webshell, a described CVE-2026-58240 Message Server rogue-registration flaw, and CVE-2026-31431 root LPE via AF_ALG page-cache patching) to chart lateral movement across ABAP, Java, HANA, and BTP-connected systems. Its AutoPwn mode chains scan → exploit → enrich → propagate across an entire landscape, and it includes an engagement-report generator, SecStore/RSECTAB credential decryption, SSH lateral movement, hash cracking via hashes.com, and a Tier-3 "evasion" module (SAL slot disable, DBTABLOG purge) paired with an extensive, specific blue-team detection guide (SAL/SM20, DBTABLOG gaps, kernel-param diffing, OS/network IOCs) for defenders to catch it.

github.comrepoAdded 26 Sep 2026🛡️ Security

Agent Threat Rules (ATR) is an open, versioned YAML rule format (ATR-YYYY-NNNNN scheme) for detecting AI-agent runtime threats — prompt injection, tool-poisoning, malicious SKILL.md content, and MCP exchange abuse — evaluated by a reference TypeScript engine (with a Python wrapper) shipped as an npm/pip package, CLI, GitHub Action, and Docker scanner with SARIF output. The project positions itself as "Sigma for agent threats," maps rules to OWASP Agentic/LLM Top 10, MITRE ATLAS, and NIST AI RMF, and publishes an extensive (and unusually self-critical) benchmark suite against corpora like garak, PromptBench, and PromptInject, including documented harness bugs and withdrawn recall figures.

github.comrepoAdded 26 Sep 2026🛡️ Security

Release changelog for MITRE ATLAS's atlas-data repository, the structured YAML/STIX dataset behind the ATLAS knowledge base of adversary tactics and techniques targeting AI-enabled systems (prompt injection, model/data poisoning, AI agent tool abuse, AI supply chain compromise). The v2026.09 release brings the matrix to 120 techniques, 88 sub-techniques, 40 mitigations, and 73 case studies, and recent versions introduced a new v6 YAML data format with Pydantic/SQLAlchemy/FastAPI tooling, platform tagging (Predictive AI, Generative AI, Agentic AI, Enterprise), and renamed/generalized techniques like "AI Agent Tool Poisoning," "Manipulate AI Model," and "Enterprise Resource Discovery." It's the canonical, actively-maintained taxonomy practitioners use for AI red-teaming, threat modeling, and mapping real-world AI attack case studies.

github.comrepoAdded 26 Sep 2026🛡️ Security

Jevgrep (the `jg` CLI) lets a coding agent ask a natural-language question about a repository and get back relevant files, reading leads, and verbatim source excerpts in one response, using an LLM (Jev) to judge relevance across folders, files, and declarations instead of relying on grep/ripgrep alone. It ships an installable "skill" for Claude Code, Codex, OpenCode and other agents that teaches them when to call jg versus their normal tools, and requires a key for Vercel AI Gateway, TypeSafe, OpenRouter, or OpenCode Zen. A reported ten-task SWE-bench repeat found ~40% lower coding-agent cost ($7.62 to $4.52) but a lower solve rate (7/10 vs 8/10 baseline), explicitly framed as a cost/quality tradeoff rather than a win.

github.comrepoAdded 27 Sep 2026, published 26 Sep 2026🧠 AI

Hindsight is an open-source agent memory system (MIT-licensed, self-hostable via Docker/Helm or usable as Hindsight Cloud) that goes beyond RAG-style recall by having agents learn through consolidated observations and mental models built from retained facts and experiences. It exposes retain/recall/reflect operations, a built-in MCP server per memory bank, Python/Node/Go/CLI clients, an LLM-wrapper for drop-in memory on OpenAI/Anthropic calls, and reports state-of-the-art results on the LongMemEval long-term memory benchmark, independently reproduced by Virginia Tech's Sanghani Center and The Washington Post.

github.comrepoAdded 26 Sep 2026🧠 AI

git-pkgs is a Go rewrite of a Ruby tool that adds a git subcommand for tracking dependency changes across a repository's history, indexing manifests/lockfiles from 36+ package managers (npm, RubyGems, Cargo, PyPI, Maven, Composer, Go modules, etc.) into a local SQLite database. Beyond history/blame/diff, it offers supply-chain security commands: `vulns` (OSV-based CVE scanning with SARIF output for GitHub code scanning, plus blame/praise/exposure for remediation metrics), `licenses` (with drift detection and CI-friendly exit codes), `deprecated`, `provenance` (trusted-publishing/attestation checks), `integrity` (lockfile hash drift detection), `maintainers`/`health` (via ecosyste.ms metadata), and `sbom` export in CycloneDX/SPDX. It also supports a dependency-aware `bisect` to find when a vulnerability, license change, or capability (e.g. network access) was introduced, and ships GitHub Actions for CI integration.

github.comrepoAdded 25 Sep 2026🛡️ Security

Claude Code Templates (aitmpl.com) is an open-source npx CLI and template catalog offering 100+ ready-to-use agents, slash commands, hooks, settings, skills and MCP server integrations for Anthropic's Claude Code, aggregating contributions from Anthropic's official skills repo, K-Dense-AI's scientific skills, and various community projects (superpowers, wshobson/agents, awesome-claude-code, etc.). Beyond the template catalog it ships real-time analytics for monitoring Claude Code sessions, a mobile chat viewer with Cloudflare Tunnel support, a health-check diagnostic, and a plugin/marketplace manager, making it a practical operational toolkit for customizing and running Claude Code.

github.comrepoAdded 2 Oct 2026, published 25 Sep 2026🧠 AI

A "security-threat-model" skill folder in the davila7/claude-code-templates repository, part of a library of reusable Claude Code skills/components. It packages a SKILL.md definition with supporting agent and reference files intended to let Claude Code agents carry out structured threat-modeling analysis as part of a development or security-review workflow.

github.comrepoAdded 2 Oct 2026, published 25 Sep 2026🛡️ Security

magpie is a cross-platform menu bar app, TUI and CLI that lets you view and switch the model each installed AI coding agent (Claude Code, Codex, Gemini CLI, OpenCode, Cursor, Copilot CLI, Goose, Pi, etc.) is configured to use, editing each agent's config file surgically without disturbing comments or formatting. It runs a local gateway (127.0.0.1:3425) that translates between OpenAI Chat Completions, OpenAI Responses and Anthropic Messages APIs so every agent can point at one endpoint and use any provider's models, including routing groups that spread requests across multiple keys/subscriptions with configurable routing strategies (smart, order, rotate, usage). It can also reuse existing subscriptions (Claude Code, Codex/ChatGPT, Copilot, Devin, Gemini CLI) as providers for other agents without exposing or copying credentials, and supports encrypted profile backup/restore.

github.comrepoAdded 26 Sep 2026, published 23 Sep 2026🧠 AI

COM-Jungle is a GitHub repository of offensive security research notes on Windows COM (Component Object Model), written by Artemy Tsetsersky in 2026. Notes are ordered by tactic: how COM works, execution, trust boundaries and privilege escalation, lateral movement via DCOM, persistence, initial access, finding new classes, and detection and hardening. It advises recording build, bitness, token and session before generalising a CLSID result, and says detections should key on registration, load and process context rather than a single CLSID.

github.comrepoAdded 23 Oct 2026, published 23 Sep 2026🛡️ Security

AKCA is an open-source, Go-based Dynamic Application Security Testing (DAST) scanner that combines HTTP and headless-browser crawling, JavaScript/AST analysis, API spec import (OpenAPI, GraphQL, gRPC, etc.), and adaptive active testing across a very broad set of vulnerability classes including SQL injection, XSS, SSRF, IDOR/BOLA, SSTI, JWT/OAuth flaws, race conditions, and cloud/CI exposure. It emphasizes evidence-oriented verification — replaying promising signals against baselines, negative controls, and OAST callbacks before promoting them to findings — and exports Burp-style HTTP evidence in HTML, JSON, CSV, Markdown, and SARIF reports. Positioned as a transparent, single-developer alternative inspired by but not claiming parity with Acunetix, Invicti/Netsparker, or Burp Suite Professional.

github.comrepoAdded 2 Oct 2026, published 23 Sep 2026🛡️ Security

shai-hulud-detect is a dependency-free Bash scanner that checks projects against a 5,782-entry list of compromised npm, PyPI, Composer, Crates, Go, Hex, and RubyGems package versions, plus content-pattern indicators of compromise (malicious file hashes, C2 domains, dead-man's-switch artifacts, forged commits, suspicious lifecycle hooks) tied to the Shai-Hulud supply-chain attack waves. It supports single-project and bulk scanning, CI-friendly exit codes, JSON/log output for pipeline gating, and a --check-host mode to detect the May 2026 gh-token-monitor/kitty-monitor persistence daemons that wipe hosts if their monitored GitHub token is revoked (with a documented safe remediation order). Detection is read-only; new package entries are sourced from named threat-research firms (Socket, StepSecurity, Aikido, Snyk, JFrog, Wiz, Semgrep, SafeDep, GitGuardian, OX Security) and cited in PRs.

github.comrepoAdded 23 Sep 2026🛡️ Security

VulnHunter is a maintained fork of Capital One's open-source agentic security scanner, reworked to run on any agent harness (Claude Code, Codex, Grok/OpenCode) instead of being Claude-Code-specific. The fork's distinguishing work is engineering, not security findings: portable "skill" prompt files with an explicit environment contract, an installer that fails loudly instead of guessing paths, Docker-based sandboxed exploit validation, and a benchmark harness that ran six full scans of one production Go service across five model/harness stacks, finding that result counts swung from 3 to 42 findings depending on how rigorously exploits were validated. It ships three composable skills (/vulnhunt, /vulnhunter-fix, /vulnhunt-fix-verify), a headless batch-runner (harness/), and a deterministic manifest-writing CLI (vh).

github.comrepoAdded 6 Oct 2026, published 22 Sep 2026🧠 AI

A Chinese translation (with original source notes) of a design essay synthesizing TypeSafe founder Diogo Almeida's notes on 'Jev,' a typed decision model that drives a coding-agent harness. It argues coding agents are simple loops whose real leverage lies in how context is assembled each turn, and works through six problems inherited from KV-cache-driven, append-only context design: costly model routing, tool-schema bloat, lossy compaction, rare sub-agents, destructive session restarts, and the built-in-capabilities tradeoff. It proposes fixes including query-aware context scoring/visibility tiers, cost-aware routing that accounts for cache reprocessing, tiered tool disclosure, conditional AGENTS.md loading, and shared read-only background retrieval.

github.comrepoAdded 26 Sep 2026, published 22 Sep 2026🧠 AI

Simreal-MLBench is the open, minimal slice of ML Benchmark, a verifiable evaluation environment for machine learning research agents, covering 60 tasks across tabular learning, forecasting, vision, language, audio, multimodal and structured scientific data. It splits an open, Apache-2.0 layer (task definitions, scoring rule, verification tooling) from a commercial operated layer (SimReal's sandboxed runtime, gateway, submission broker and official scoring), scores tasks as 100xp^2 against a frozen reference leaderboard, enforces a source-blind two-submission protocol, and provides full provenance for every published number. It is positioned as an alternative to MLE-bench with a distinct task selection, resource protocol, and scoring scheme, aimed at supporting RLVR and agent self-improvement research.

github.comrepoAdded 26 Sep 2026, published 21 Sep 2026🧠 AI

A Docker-based exploitation lab for CVE-2026-26980, an unauthenticated blind SQL injection in Ghost CMS's Content API (versions before 6.19.1). The bug lives in slug-filter-order.js, where slug values from the array-notation filter syntax (filter=slug:['value']) are interpolated unsanitized into an ORDER BY CASE statement, letting NQL's single-quote-wrapped literals smuggle raw SQL past input validation; since MySQL treats || as OR and empty strings as falsy, attackers get a clean boolean oracle to extract data (e.g. admin email/password hash) from any Ghost site using only the publicly embedded Content API key. The repo includes exploit.py for full setup/verify/extract, a docker-compose lab spinning up both vulnerable (6.18.0) and patched (6.19.1) Ghost instances, and also mentions a second patched bug (jsonpath/static-eval prototype pollution in the {{#get}} Handlebars helper leading to RCE via themes).

github.comrepoAdded 21 Sep 2026🛡️ Security

A Python script from watchTowr Labs that checks whether a Splunk Enterprise instance is vulnerable to CVE-2026-20253, a pre-auth RCE stemming from unauthenticated access to the PostgreSQL Sidecar Service's /v1/postgres/recovery/backup endpoint. It probes the endpoint and reports vulnerable/not-vulnerable based on the HTTP response code, without performing actual exploitation. Affected versions span Splunk Enterprise 10.0.0–10.0.6 and 10.2.0–10.2.3; 10.0.7, 10.2.4, and 10.4.0 are patched.

github.comrepoAdded 21 Sep 2026🛡️ Security

Sno Station is an open-source (Apache-2.0) local workstation that coordinates multiple AI agents (Claude Code, Codex, OpenClaw) as a 'Duo': they share an encrypted on-disk memory store, hand off tasks when one hits a rate limit, peer-review each other's work, and run a nightly self-improvement loop that proposes edits to their own skill files based on session history. It reports results on the Memora benchmark (FAMA/FAA metrics for forgetting-aware long-term memory) and cites Karpathy's 'LLM Wiki' and Google's WikiSkill as design inspirations.

github.comrepoAdded 26 Sep 2026, published 19 Sep 2026🧠 AI

geo-sleuth is an open-source Agent Skill that lets any tool-using agent (Claude Code, Codex, Cursor, Gemini CLI, OpenCode, GitHub Copilot) geolocate a photo without relying on text, license plates or landmarks, instead using OpenStreetMap geometry, elevation data, satellite tiles and street view. It structures the task as a scored candidate board with ~20 single-purpose Python scripts (sun/terrain/osm/pose analysis, CLIP-ranked satellite matching, DINOv2+SIFT street-view matching) that do the ranking, while the LLM only judges among top candidates and must cite the command/file behind every claim. Output includes coordinates with an error radius, camera heading, and an evidence image.

github.comrepoAdded 26 Sep 2026, published 18 Sep 2026🧠 AI

The OWASP Agentic Skills Top 10 (AST10) is a new security framework cataloging the 10 most critical risks in AI agent "skills" — the behavior layer that orchestrates multi-step tool use in OpenClaw, Claude Code, Cursor/Codex, and VS Code. It documents real 2026 incidents (the ClawHavoc registry-poisoning campaign with 1,184 malicious skills, Snyk's ToxicSkills audit of 3,984 skills finding 36.82% flawed, CVE-2025-59536/CVE-2026-21852 RCE in Claude Code project files, and CVE-2026-28363 ClawJacked WebSocket hijacking) and proposes a Universal Skill Format (YAML) with signing, permission allowlists, and identity-file protections to mitigate them, mapped to CSA's MAESTRO 7-layer threat model.

github.comrepoAdded 18 Sep 2026🛡️ Security

A community-maintained GitHub list cataloging "decision models" (also called System One models): small/fast models that take a state plus caller-declared questions (Noul/true-false, Choice/multi-option, Score/rubric) and return a probability per answer in one forward pass, rather than generating text. It tracks the originating TypeSafe AI Jev model and its /v1/systemone API alongside competing hosted models (Upstage Solar Decide, Liquid AI's d1, OpenAI's Decisions API, Inception's Mercury Decide, Respan's Span-01), dozens of open-weight fine-tunes (Cloudflare's Clef, Perplexity's pplx-decider, AWS Strands Decider, Together AI's Tev1, and many Qwen3.5-based community models), zero-training logit-reading approaches, local runtimes (Ollama, Ollaya, llama.cpp-based servers), SDKs across a dozen languages, and a very long list of agent/coding-tool/MCP integrations (browser agents, code review, routing, game-playing demos) that use these models for fast, typed, in-the-loop decisions. The page is truncated at 40k of ~51k characters, so later sections (further toys, demos, and possibly benchmarks) are not reflected here.

github.comrepoAdded 2 Oct 2026, published 17 Sep 2026🧠 AI

A GitHub repository from Theori's Xint Code team detailing CVE-2026-31431, a Linux kernel local privilege escalation bug ("Copy Fail") that had gone undetected for roughly nine years. The researchers confirmed exploitability across current production kernels including Ubuntu 24.04 LTS (6.17.0-1007-aws), Amazon Linux 2023 (6.18.8-9.213.amzn2023), RHEL 10.1 (6.12.0-124.45.1.el10_1), and SUSE 16 (6.12.0-160000.9-default).

github.comrepoAdded 17 Sep 2026🛡️ Security

ThreatIntel-Aggregator is a self-hosted FastAPI/Next.js platform that polls 60+ tiered security RSS feeds (CISA, Talos, Unit42, etc.), runs AI triage to score severity and tag MITRE ATT&CK TTPs, extracts IOCs/CVEs, and correlates findings against a RunZero asset inventory to surface org-level exposure. Its Detections module goes further: it catalogs AI-generated or locally-imported detection rules (KQL/Sigma/YARA/Suricata/SPL), statically validates them, runs AI-driven MITRE alignment checks against technique coverage, tracks detection "rot," and can sync Hunts/Analytics Rules to a live Microsoft Sentinel workspace. It's designed to run standalone with zero cloud dependency or fully integrated with Azure/Entra/Sentinel, with all storage in Postgres and auth via Entra SSO or a local API key.

github.comrepoAdded 22 Sep 2026, published 17 Sep 2026🛡️ Security

A GitHub repository archiving 19 jailbreak, prompt-injection, persona-conditioning, and response-format-manipulation prompts collected against DeepSeek, Gemini, GLM, Grok, Kimi, Qwen, Sonnet, and ChatGPT. Prompts are kept close to their original form for provenance/reproducibility, positioned as a corpus for red-teaming and robustness evaluation rather than a guaranteed exploit list, with guidance to test in isolated environments and log model version/config/date/response per trial.

github.comrepoAdded 22 Sep 2026, published 17 Sep 2026🛡️ Security

A GitHub-hosted, CC0-licensed index of 281 public writeups on attacks against AI agents, organized into six categories: indirect prompt injection, direct prompt injection/jailbreaks/guardrail bypass, MCP and agent tooling, AI platform/infrastructure bugs, classic web bugs in AI product surfaces, and AI used as an attacker's tool. Entries span 2021-2026 and include major disclosures like GeminiJack, ForcedLeak, Clinejection, CVE-2025-53773 (GitHub Copilot RCE), and dozens of Johann Rehberger/PromptArmor/qual1a writeups covering exfiltration, MCP OAuth flaws, and coding-agent sandbox escapes. Comes with an accompanying blog post "How to Hack AI Agents" and a scripted links.txt for automation.

github.comrepoAdded 22 Sep 2026, published 17 Sep 2026🛡️ Security

A GitHub repository hosting target-specific proof-of-concept exploits for two Linux kernel vulnerabilities, CVE-2026-52910 and CVE-2026-80521 (the latter an AF_UNIX kernel bug also documented in a kernelCTF LTS exploit-chain submission), both usable to break out of container isolation. The project ships a QEMU/Docker-based disposable VM builder (pinned to specific Ubuntu cloud images and kernel versions) so the destructive PoCs can be compiled and detonated only inside throwaway guests rather than on real hosts.

github.comrepoAdded 2 Oct 2026, published 16 Sep 2026🛡️ Security

Shai-Hulud-2.0-Detector is a GitHub Action and CLI tool that scans package.json/lockfiles for packages compromised in the Shai-Hulud 2.0 (Nov 2025) and ChainDrop (Aug 2026) npm supply-chain worms. It uses semver-precise matching against a database of 1,241+ known-compromised package versions (auto-updated daily from Datadog and Wiz Research feeds) to flag malicious preinstall/postinstall droppers (setup_bun.js, Math_Symbol.js), rogue GitHub self-hosted runners named SHA1HULUD, and ChainDrop's new IDE-persistence hooks in .claude/settings.json and .vscode/tasks.json. It ships SARIF output for GitHub Security tab integration, an allowlist system, and a detailed incident-response guide covering credential rotation and forensic checks.

github.comrepoAdded 16 Sep 2026🛡️ Security

pi-jev is a decision-layer extension for the Pi coding agent that asks a separate model (Jev/TypeSafe) typed yes/no, choice, or score questions about pending tool calls and their outputs, returning probabilities and confidence scores instead of prose. It gates bash/write/edit calls for destructive, exfiltration, and out-of-scope risk, judges bash output for leaked secrets and failure classification, and exposes a jev_ask tool for the model to request the same structured judgements itself. The README documents empirically calibrated thresholds (e.g. destructive=0.90, leak=0.90) derived from repeated test runs rather than arbitrary defaults.

github.comrepoAdded 26 Sep 2026, published 16 Sep 2026🧠 AI

EvoOntology is an open-source, self-evolving semantic ontology layer for data agents from Renmin University of China, exposed as MCP tools and installable as Claude Code and Codex plugins. It automatically builds a versioned ontology from tabular/file/database workloads, then continuously evolves it from agent execution trajectories using a build-use-evolve-evaluate-publish loop that validates candidate updates against a parent version before promotion. The accompanying paper reports gains over plain ReAct agents on DDR-Bench, InsightBench, and BIRD across GPT-5.5, GPT-5.6-sol, Claude-Sonnet-5, and Claude-Opus-4.8 backbones.

github.comrepoAdded 26 Sep 2026, published 15 Sep 2026🧠 AI

security-audit-skill is a Cloudflare open-source coding-agent skill that turns an AI coding agent into a structured vulnerability hunter, running six phases: reconnaissance into architecture.md/coverage-ledger.json, coverage-led hunting by isolated sub-agent "hunters," adversarial candidate validation, structured findings.json output validated against a report-schema.json, independent re-verification of claims, and target-neutral report generation (REPORT.md, FINDINGS-DETAIL.md, NEEDS-VALIDATION.md). It is installed via the Skills CLI (`npx skills add`), uses Node.js validators (validate-coverage-ledger.cjs, validate-findings.cjs), requires a sandboxed environment for safely executing target code/tests/fuzzers, and is the single-repo seed for Cloudflare's larger fleet-wide vulnerability discovery harness described in a companion blog post.

github.comrepoAdded 22 Sep 2026, published 15 Sep 2026🛡️ Security

RepoGuardBench is a benchmark and accompanying paper that measures whether local open-weight coding agents (Qwen2.5-Coder 1.5B-14B via Ollama) stay on the bug-fix task when repository artifacts — README files, issue text, code comments, test logs, and agent-rule files — carry inert prompt-injection instructions. It evaluates five lightweight context- and action-level defenses (D0-D5, including a path-only action gate) across seven metrics in a sandboxed task workspace, finding no statistically clear utility winner among them. The project ships a deterministic no-GPU smoke test, paper-claim verification scripts, and reproducible tables/figures under MIT (code) and CC BY 4.0 (data) licenses.

github.comrepoAdded 22 Sep 2026, published 13 Sep 2026🛡️ Security

Blitz Strike is an open-source Model Context Protocol server (TypeScript/Bun) that packages a structured 3-tier pentesting methodology — BLITZ (attack-surface recon), EAGLE-EYE (source-to-sink reachability tracing), and STRIKE (live validation before reporting) — into callable tools any MCP client (Claude Code, Cursor, Gemini, etc.) can drive with a single run_engagement call. It ships 130 self-written security tools, 317 indexed tool manuals, 58 data-driven escalation chains with negative-control checks, a Web3/Solidity audit module with Foundry proofs, and a regression/benchmark suite (453 checks, reported 1.0 detection / 0 false-positive rate) to make every finding verified rather than pattern-matched.

github.comrepoAdded 2 Oct 2026, published 12 Sep 2026🛡️ Security

Agent Egress Bench is an open, tool-neutral benchmark maintained by PipeLab (makers of Pipelock) that tests whether products mediating an AI agent's outbound traffic — proxies, egress firewalls, MCP wrappers, agent gateways — actually catch exfiltration attempts caused by prompt injection or misalignment, rather than testing the underlying model itself (that's left to AgentDojo, InjecAgent, CyberSecEval, AgentHarm, ASB). It ships a reproducible Go runner with a proxy/WebSocket/MCP/A2A adapter contract, an offline validator, DSSE-signed evidence bundles, and a CI-runnable GitHub Action, and separates containment from false-positive rate as two distinct scored axes with immutable case IDs and OWASP Agentic Top 10/MITRE ATT&CK mappings. Its governance explicitly permits third parties to publish results unfavorable to the maintainer's own Pipelock product.

github.comrepoAdded 12 Sep 2026🛡️ Security

Cosy (CosyRedactGateway) is a Node.js gateway that sits between programmers' LLM clients and OpenAI or Anthropic APIs. It replaces credentials found in JSON request text with reversible SHA-256-based placeholders, using high-entropy scoring, structured detectors and Gitleaks-compatible rules, and restores them in responses, SSE streams and tool arguments. It runs on Cloudflare Workers, Deno or locally, and documents its limits: auth headers are still forwarded, and misses are possible.

github.comrepoAdded 19 Oct 2026, published 11 Sep 2026🛡️ Security

GhostJS is an open-source Burp Suite extension by TrinetLayer that passively scans JavaScript, HTML, and JSON responses flowing through Burp for hardcoded secrets (AWS/GCP/Azure keys, Stripe/PayPal/GitHub tokens, JWTs, private keys, etc.) and hidden API endpoints, surfacing findings in a dedicated tab with severity, confidence scoring, remediation guidance, and Markdown export. It also actively fetches referenced <script> bundles using the tester's live session cookies and applies a false-positive filter to suppress doc-sample and placeholder keys, making it a practical recon aid during authorized web app pentests and bug bounty work.

github.comrepoPublished and added 7 Sep 2026🛡️ Security

vet is an open-source CLI (from SafeDep) that scans package manifests, SBOMs, container images, and source repos across npm, PyPI, Maven, Go, RubyGems, Cargo, and Packagist to surface vulnerabilities, malicious packages, and license/quality issues. It cuts through CVE noise by analyzing actual code-usage evidence, queries SafeDep Cloud's threat-intelligence database for real-time malware detection (e.g. flagged packages like express-cookie-parser, eslint-config-airbnb-compat), and lets teams enforce security/license/OpenSSF-Scorecard policies as CEL expressions in CI/CD via SARIF/JSON/Markdown reporting.

github.comrepoPublished and added 7 Sep 2026🛡️ Security

Trail of Bits maintains a Claude Code plugin marketplace of "skills" that extend AI coding agents (Claude Code, Codex, ChatGPT workspaces) with security analysis, testing, and secure development capabilities. It's installed via `/plugin marketplace add trailofbits/skills` and is also compatible with Codex's Claude marketplace support, with related sibling repos for curated skills, devcontainers, and config.

github.comrepoPublished and added 7 Sep 2026🛡️ Security

Exploitarium is a consolidated GitHub archive of an independent researcher's proof-of-concept vulnerability writeups, merging over a dozen former standalone PoC repos into one. It covers diverse real-world targets including RustDesk session permission bugs, an OpenSSH agent lock provider bypass, a Redis VSET duplicate HNSW ID RCE, a QEMU CXL Type3 mailbox escape, Firefox native/backup NSS RCE PoCs, libssh2 CVE-2026-55200, Nextcloud federated share bearer token issues, and more. The author documents an AI-assisted fuzzing workflow (hand-typed PoCs, AI-drafted READMEs) and credits prior work on an objdump OOB write finding.

github.comrepoPublished and added 7 Sep 2026🛡️ Security

cve-mcp-server is a Model Context Protocol server that gives Claude direct access to 28 security tools spanning 24 APIs (NVD, EPSS, CISA KEV, OSV.dev, GitHub GHSA, MITRE ATT&CK, AbuseIPDB, GreyNoise, Shodan, VirusTotal, MalwareBazaar, ThreatFox, Ransomwhere, and more), fronted by a one-call triage_cve orchestrator. It computes a composite 0-100 risk score from CVSS, EPSS, KEV status, and PoC availability (with a hard CISA KEV override forcing CRITICAL/≥76), supports dependency scanning via OSV, IP/domain reputation lookups with private-IP blocking, and ships an SSVC v2 gated decision mode plus audit logging and XML-bomb protections via defusedxml.

github.comrepoPublished and added 7 Sep 2026🛡️ Security

A GitHub-hosted book focused entirely on securing the React Native developer's workstation and toolchain rather than the shipped app — covering the polyglot execution surface triggered by a single git clone/yarn/pod install (Ruby, CocoaPods, Xcode build phases/XCSSET, Gradle, gradle-wrapper.jar, keystores), CVE-2025-11953 (exposed Metro/RN dev server), ClickFix-style social engineering of developers, CI-as-extended-workstation risks, and Expo/EAS-specific supply-chain concerns. It ships alongside a separate companion repo of 119 Opengrep detection rules, each mapped to a specific chapter's attack technique, plus practical appendices like a safe-clone runbook and a file risk atlas for hardening teams.

github.comrepoPublished and added 5 Sep 2026🛡️ Security

OWASP OASIS is a proposed community project that operationalizes turning automated vulnerability/fix-generation tool output into human-validated pull requests submitted upstream to open source projects. It defines a full lifecycle (intake, weighted validator review with accept/reject/modify/duplicate decisions, OWASP adoption, ephemeral working forks, upstream submission) plus roles (project owners, validators, maintainer liaisons, automation operators) and outcome metrics like upstream acceptance rate. The GitHub repo lays out governance via a validators.yml credibility file, CODEOWNERS-gated scoring, and GitHub Projects/issue templates to run the whole thing without custom tooling.

github.comrepoPublished and added 5 Sep 2026🛡️ Security

BugScanner is an asyncio/httpx Python framework for recon and automated web vulnerability scanning, with a React and FastAPI dashboard. It covers subdomain enumeration (crt.sh, DNS brute force), TCP port scanning, fingerprinting, and modules for XSS, SQLi, CORS, SSRF, open redirect, JWT, IDOR and business logic, plus a Nuclei wrapper. A 5-rule false-positive filter with SPA detection, adaptive rate limiting, WAF detection and SARIF export are included.

github.comrepoAdded 20 Oct 2026, published 5 Sep 2026🛡️ Security

shrt is a Go command-line tool for regression testing RPC backends. Agents, such as Claude Code through a SKILL.md skill, write per-domain contract overlays, and the planner composes RPC chains that probe boundaries, other roles, missing tokens and read-backs after writes. The tool runs and verifies chains against approved runs, and a gate command checks every new release. A person must approve any chain before it becomes a baseline.

github.comrepoAdded 23 Oct 2026, published 3 Sep 2026🧠 AI

Companion repository for the DXRG paper "What LLM Trading Agents Actually Do in Production" (arXiv:2609.05663), reporting a six-month, population-scale record of two live LLM-agent trading fleets: 3,505 DX Terminal Pro vaults on Base and a 500-599 agent DXAP fleet on Hyperliquid perpetuals (231,638 finalized turns, 14,596 fills). It quantifies how the operating layer — not strategy text — drives behavior: a prompt-rendered leaderboard routes 46.5% of trade entries with a sharp regression discontinuity at the render boundary, agent fixed effects absorb 60% of outcome variance, leverage choice is volatility-blind (median 5.0x across a 5.7x volatility spread) with one posture/slider cell concentrating 62% of liquidations, and discretionary exits underperform a fixed 2%/4% bracket. A 416-scenario paired replay across three frontier models found similar decision quality but sharply different choice-consistency flip rates (35% vs 90%+), and the repo ships the paper, figures, aggregate data extracts, dataset cards and a 17-rule methodology canon distilled from the project's own retracted claims.

github.comrepoAdded 2 Oct 2026, published 1 Sep 2026🧠 AI

Pooled runs one open model (Qwen 3.6 35B MoE, a 27B dense hybrid, smaller Qwen3/SmolLM) across devices in a browser "room". Each tab holds a slice of layers and runs them on its own GPU with custom WGSL kernels. Hidden states pass over WebRTC, and speculative decoding is checked against plain decoding by golden tests. It also ships a Code-mode agent loop with a sandboxed preview, and an npx CLI bridge (@pooled/cli) that exposes the room as an OpenAI Chat Completions/Responses and Anthropic Messages endpoint with grammar-constrained tool calling, so Codex CLI, Claude Code and opencode can use it. The README includes latency-injected benchmarks, a comparison with exo, Petals, llama.cpp RPC and WebLLM, and a threat model.

github.comrepoAdded 16 Oct 2026, published 1 Sep 2026🧠 AI

PackageGuard is an open-source .NET CLI tool that scans NuGet, npm, pnpm and Yarn dependencies (direct and transitive) across a codebase, enforcing hierarchically-configured allow- and deny-lists for licenses, packages and versions. It scores each package's Legal, Security and Operational risk using signals like OSV vulnerability data, maintainer activity, package signing and release cadence, and can emit a CycloneDX or SPDX SBOM enriched with OSV vulnerability data, plus console, HTML and SARIF output for CI/GitHub code scanning. It's positioned as a free alternative to commercial supply-chain tools like Black Duck and Snyk.

github.comrepoPublished and added 31 Aug 2026🛡️ Security

galyarder-security (formerly Shannon Proxy) is a Docker/Temporal-based auditing layer that intercepts model SDK calls (Anthropic, Groq, local Ollama, etc.) and routes them through a local proxy on port 8317 rather than direct cloud endpoints, giving operators visibility into and control over what autonomous coding/tool-using agents execute. It runs structured "security sweep" and threat-modeling workflows against a target repo (`./shannon start`) and includes deterministic cleanup routines (`./shannon cleanup`) to remove agent-generated scripts and execution residue and prevent workspace pollution/exposure. It targets a threat model broader than chat-based prompt injection: agent tool-execution drift, dependency supply-chain issues, and unverified code paths in "agentic company" shell-access workflows.

github.comrepoPublished and added 31 Aug 2026🛡️ Security

Dify is an open-source LLM application development platform combining a visual workflow builder, RAG pipeline, agent capabilities (with MCP server and tool integration), model management across hundreds of providers, and LLMOps observability. It offers both a hosted cloud service and self-hosted Community/Enterprise editions deployable via Docker Compose, aiming to take LLM apps from prototype to production with a backend-as-a-service API layer.

github.comrepoAdded 22 Sep 2026, published 31 Aug 2026🧠 AI

age is a simple, modern file encryption tool, format, and Go library by Filippo Valsorda and @benjojo, offering small explicit keys, no config options, UNIX-style composability, and now built-in hybrid post-quantum encryption (ML-KEM + X25519) as of v1.3.0. It supports multiple recipients, passphrase encryption, SSH key (ed25519/rsa) recipients/identities, hardware tokens via age-plugin-yubikey, and an age-inspect command to view encrypted-file metadata without decrypting.

github.comrepoAdded 3 Sep 2026, published 31 Aug 2026🛡️ Security

Reef is an open-source infrastructure stack for continual self-improving agents, wiring together agent inference, scored feedback, training/updates, and versioned delivery into one loop. It supports two learning surfaces: fine-tuning model weights via RL training steps (using Slime and SGLang on top of models like Qwen2.5-1.5B-Instruct) or evolving an agent's harness — prompts, rules, and skills — through its built-in "Reefine" recipe, which lets a model propose and install harness changes from plain-language requests. It exposes an OpenAI/Anthropic-compatible inference endpoint plus a reporting endpoint for scoring interactions, and ships a recipe catalog (e.g. the SAO recipe referencing arXiv:2607.07508) for pluggable learning strategies.

github.comrepoAdded 2 Oct 2026, published 31 Aug 2026🧠 AI

dsh-trading is an open-source AI trading terminal built on "DeepSeek Harness" (DSH), a Cordis-based microkernel plugin ecosystem, covering crypto, US equities, China A-shares and Hong Kong stocks. Its notable design is a multi-agent team: a "master" lead agent grounds itself in a holdings ledger and user knowledge base, then decomposes work and delegates to persona-pinned subagents — a trader (trading plans/execution), an instrument-researcher (disclosures/fundamentals), and a risk-reviewer (exposure/stress scenarios) — each dispatching bundled domain "skills" and native tools for quotes, news, order books and backtesting. Every order defaults to dry-run simulation, live execution requires explicit opt-in plus interactive human approval, and headless sessions fail closed, illustrating a concrete human-approval-gated tool-use pattern for agentic systems.

github.comrepoAdded 2 Oct 2026, published 30 Aug 2026🧠 AI

An open-source Agent Skill ("defi-native") that teaches Claude Code, Cursor, Codex and other Agent-Skills-compatible agents capital-markets and DeFi domain knowledge, including yield decomposition, vault/curator anatomy, oracle classes, and stablecoin/RWA taxonomy. It is structured with progressive disclosure (SKILL.md routes to task-specific reference files only when needed), an api-routes.json router that forces live data pulls (vaults.fyi, DefiLlama, Morpho's GraphQL, rwa.xyz, Merkl, 130+ protocol docs) before any numeric claim, and a verified 90+ source manifest. The author describes an eval-gated release process (paired with/without-skill runs graded on structure) and adversarial review by independent models before publishing, making it a useful case study in skill engineering even for readers uninterested in DeFi itself.

github.comrepoAdded 2 Oct 2026, published 28 Aug 2026🧠 AI

LoongSage is Baidu's open-sourced, production-grade reinforcement learning framework for post-training LLMs, built on Ray for scheduling, Megatron-Core/Megatron-Bridge for training, and SGLang for inference. It targets agentic RL with a zero-intrusion AgentFlow module (automatic multi-turn context, loss masking, trajectory collection), multi-paradigm online distillation (PG-Style, GKD-Style, TopK/full-vocab/JSD KL), fully asynchronous training with partial rollout, and system-level training-inference consistency guarantees (Router Replay, TITO, M2PO, OPSM) that keep probability bias at 1e-4 in MoE/low-precision settings. Recipes are validated on Baidu's internal production runs of DeepSeek-V4-Flash and Qwen3-30B-A3B for math reasoning, agentic code repair, and distillation.

github.comrepoAdded 30 Sep 2026, published 28 Aug 2026🧠 AI

vibecheck is a free, open-source, client-side scanner that checks apps built with AI code generators (Lovable, Bolt, v0, Cursor, Claude Code) for common security holes: exposed Supabase Row Level Security / Firebase rules, secrets embedded in the client bundle (Stripe/AWS/DB keys), missing security headers, exposed .env/.git/source maps, unauthenticated LLM proxy or MCP endpoints, and email/TLS misconfigurations. It also scans public repos for cross-tenant IDOR patterns, committed secrets, an OSV.dev supply-chain check, a Dockerfile lint, and generates a CycloneDX SBOM; a companion CLI (tenant-guard) adds a live Postgres cross-tenant isolation test as a CI gate. The project cites CVE-2025-48757 (170+ Lovable apps found with RLS disabled) as motivation.

github.comrepoPublished and added 27 Aug 2026🛡️ Security

BountySkiller is a Flask app with two bug-bounty-focused tools: a collector that pulls disclosed HackerOne hacktivity and bug-bounty writeups (plus RSS/Google sources) into local JSON, and "Hunt Buddy," a browser-driven orchestrator that takes a target profile, runs a gap analysis against a set of pluggable bug-class hunting modules (sourced from an external HUNT_TOOLS directory, e.g. SSRF), and produces ranked findings with per-module status and enforced scope.domains restrictions. It exposes a small REST API (/api/hunt/plan, /api/hunt/run, /api/fetch, etc.) for scripting the collection and hunt workflow.

github.comrepoPublished and added 27 Aug 2026🛡️ Security

subScraper is a self-contained, single-file (main.py) Python orchestrator that chains subdomain enumeration tools (Amass, Subfinder, Assetfinder, Findomain, Sublist3r) into httpx probing, screenshot capture, ffuf fuzzing, nuclei, and nikto scans, all driven from a live web UI with resumable job state, worker concurrency controls, and Docker packaging. It ships 34 custom nuclei templates for CVEs lacking official coverage and exposes a scoped, API-key-authenticated "bug bounty agent API" for programmatic recon and attack-surface queries against a target's scope.

github.comrepoPublished and added 27 Aug 2026🛡️ Security

IAM Policy Autopilot is an AWS Labs open-source CLI/MCP server that statically analyzes application source code (Python, Go, TypeScript, JavaScript, Java) or a Terraform plan JSON to generate baseline least-privilege IAM identity-based policies, and can also parse AccessDenied error messages to suggest policy fixes. It integrates with AI coding assistants (Kiro, Claude Desktop, etc.) via MCP so assistants can auto-generate scoped IAM permissions instead of overly broad ones, with a --service-hints flag to reduce false-positive permission inclusion.

github.comrepoPublished and added 25 Aug 2026🛡️ Security

crockTail is a passive OSINT tool that, given a domain, aggregates DNS records, IP/ASN ownership, TLS certificate details, WHOIS data, and crt.sh certificate-transparency history into a single report. It layers analysis on top of the raw data: plain-language warning/info observations (near-expiry or expired certs, recently registered domains, unusual reissuance, historical subdomains from CT logs), multi-resolver (Google vs Cloudflare) DNS cross-verification to flag possible tampering, and a 0-100 confidence score per scan based on module success and cross-check agreement. It supports batch domain queries and query logging, and is explicitly limited to passive lookups and a standard TLS handshake, no port scanning or active probing.

github.comrepoAdded 30 Sep 2026, published 25 Aug 2026🛡️ Security

Cloudflare Computer is a preview virtual filesystem living inside a Durable Object, with authoritative state in SQLite exposed through three pluggable execution backends: a full Linux container mounted via FUSE and capnweb RPC, an isolated shell (just-bash) running in a Dynamic Worker, and isolated JavaScript modules in a fresh Dynamic Worker with scoped fs/git/artifacts access. It's designed as sandboxing infrastructure for AI agents, with examples demonstrating per-backend egress policy controls (none/all/custom) and MCP-based code execution tools, making it relevant to securely isolating and constraining agent/LLM code execution.

github.comrepoAdded 3 Sep 2026, published 25 Aug 2026🛡️ Security

Claude-AD is a Claude Code plugin that packages Active Directory pentest methodology as skills, agents, and slash commands, directing Claude to run standard tooling (netexec, Impacket, certipy, bloodyAD, BloodHound CE) in the correct setup-collection-exploitation-post order. It covers environment constraints that break tooling in hardened domains (AES-only Kerberos, LDAP channel binding, Protected Users, LAPS, gMSA), techniques like Kerberoasting, AS-REP roasting, ADCS ESC1-ESC17, ACL abuse, coercion/NTLM relay (PetitPotam, PrinterBug, DFSCoerce) and delegation abuse with their Windows Event IDs/MDI telemetry, and maps each technique to DORA/NIS2/ENS compliance controls. Exploitation agents require human confirmation before directory-modifying actions.

github.comrepoAdded 2 Oct 2026, published 24 Aug 2026🛡️ Security

flawed is a static-analysis engine for Python web applications that builds a framework-aware model of an app's routes, request inputs, state effects, call graph, and value flow, exposing it both as a queryable Python library (open_repo(), load_findings()) and a CLI scanner. It runs pluggable rule modules (@detector contract) across three layers — L1 index, L2 semantic model, L3 rules — and outputs findings as JSON/SARIF with baseline diffing support for CI use.

github.comrepoPublished and added 23 Aug 2026🛡️ Security

agentgg is an open-source, agentic SAST scanner that uses LLM agents to read source code, follow imports, trace the call graph, and confirm findings before reporting — aiming to reduce the pattern-matching false positives of traditional SAST. It runs locally or as a hosted service, supports full-repo scans or git-diff PR review, and works with multiple model providers (Anthropic, OpenAI, AWS Bedrock, Google Vertex AI, OpenRouter, Ollama); agents are defined as markdown files with YAML frontmatter and are pulled from a community agents catalog.

github.comrepoPublished and added 23 Aug 2026🛡️ Security

Cybermes is an open-source bug bounty and pentest automation framework that pairs a native Go MCP server (cybermes-mcp) with an autonomous Hermes CLI agent, orchestrating recon tools (subfinder, httpx, katana, ffuf, Nuclei, sqlmap), 200+ offensive playbooks covering IDOR/BOLA, JWT, SSRF, XSS, SQLi and cloud misconfig, and a validation-gate workflow that writes non-destructive PoC scripts before compiling findings into Markdown/HTML/PDF reports. It exposes its tools over JSON-RPC 2.0 to AI coding assistants (Claude Desktop, Cursor, Windsurf, Cline, Gemini/Antigravity) so an external LLM can drive scoped, evidence-backed security assessments.

github.comrepoPublished and added 23 Aug 2026🛡️ Security

x64dbg-MCP Server is a native, dependency-free Zig plugin for the x64dbg debugger that exposes 84 MCP tools and 22 event callbacks over Streamable HTTP and SSE transports, letting any MCP-compatible AI assistant drive breakpoints, stepping, memory reads/writes, register and stack inspection, pattern scanning, PE analysis, and module dumping. It implements the MCP 2024-11-05 spec with JSON-RPC 2.0, mandatory bearer-token auth, a Win32 config dialog, and cross-compiles to both x32 and x64 from a single codebase. The project targets AI-assisted reverse engineering and malware-analysis workflows, turning a traditional interactive debugger into an agent-controllable backend.

github.comrepoAdded 2 Oct 2026, published 22 Aug 2026🧠 AI

x64dbg-MCP Server is a native, zero-dependency MCP plugin (built in Zig) for the x64dbg Windows debugger that exposes its full API — breakpoints, stepping, memory allocation/read/write, registers, modules, threads, call stack, pattern scanning, xrefs, symbols, PE/OEP analysis and module dumping — as 84 MCP tools plus 22 event callbacks over Streamable HTTP and SSE transports with mandatory bearer-token auth. It lets any MCP-compatible AI assistant drive an interactive reverse-engineering session against a running process (e.g. load a binary, set a breakpoint, dump registers, step and inspect the stack) directly from inside x64dbg's address space, with no polling or external process required.

github.comrepoAdded 2 Oct 2026, published 22 Aug 2026🛡️ Security

Deep Eye is an open-source Python pentesting framework that orchestrates 11 AI providers (OpenAI, Claude, Grok, Gemini, Ollama, Groq, Mistral, OpenRouter, LiteLLM, LM Studio, and more) with automatic failover to generate context-aware attack payloads for 50+ vulnerability classes including SQLi, XSS, SSRF, IDOR, JWT and GraphQL flaws. It adds an RAG-indexed CVE intelligence DB built from NVD/MITRE/Exploit-DB, AI-based finding triage and false-positive filtering, Nuclei-style YAML templates, Playwright browser automation, CAPTCHA-solving (reCAPTCHA/hCaptcha/Turnstile/Arkose), mitmproxy interception, and auto-generated HackerOne-style bug bounty reports with PCI-DSS/SOC2/ISO 27001 compliance mapping, SARIF/JUnit export, scan diffing, and retest workflows.

github.comrepoAdded 3 Sep 2026, published 22 Aug 2026🛡️ Security

A defensive security review lab for MinIO pinned at commit 7aac2a2 (~RELEASE.2025-10-15+11), providing Docker-based single-node, two-node replication, and dual-OIDC environments plus per-finding repro.sh PoCs for issues including service-account key path traversal, server-update SSRF, cross-provider OIDC token acceptance, source-IP/X-Forwarded-For trust, tag-deletion replication bypass, batch job data exfiltration, and secrets exposed via config history. Each of 16+ findings (F-01 through F-16) has ANALYSIS.md with root cause, data-flow trace, and suggested fix, produced via a generate/judge/independent-verify pipeline with cross-vendor adjudication (including an OpenAI/codex-based verifier) and live validation on a lab-built Go binary; ~90 candidates were triaged with ~55 set aside as false positives or intended behavior.

github.comrepoAdded 3 Sep 2026, published 21 Aug 2026🛡️ Security

ScreenshotDetector is an Android app-layer tool that detects screenshot, screen recording, screen mirroring, and casting activity using a combination of public APIs (ScreenCaptureCallback, ScreenRecordingCallback, DisplayManager, MediaProjection, ContentObserver/MediaStore, FileObserver, AccessibilityService, NotificationListenerService) and hidden APIs accessed via reflection (DisplayManagerGlobal.getDisplayInfo, WifiDisplayStatus, AppOps project_media/project_audio). It is positioned as a research counterpart to ScreenshotFaker (an LSPosed/Shizuku-based tool that forges/bypasses screenshot detection), illustrating the attacker/defender dynamic around screen-capture evasion on Android, including detection of adb shell screencap/screenrecord, freeform/mini-window attribution, and accessibility-overlay/screen-reader channel abuse detection.

github.comrepoPublished and added 21 Aug 2026🛡️ Security

Open-source (Apache-2.0) AI trading terminal for Hyperliquid where a user sketches a chart read (trendlines, levels, fib retracements) and an agent turns it into a ranked trade setup with entry, stop and target, then generates a Freqtrade Python strategy to trade it. The generated strategy passes through a validator that catches unsafe patterns and sends failures back to the model in a repair loop until the code is safe to deploy, a pattern documented in docs/strategy-pipeline.md. It is self-hostable or available as a hosted build, and also exposes an agent-facing entry point (SKILL.md) for coding agents like Claude Code, Codex and Cursor to trade directly without the UI.

github.comrepoAdded 2 Oct 2026, published 21 Aug 2026🧠 AI

Orbien is a lightweight (~5MB binary) NAT traversal / intranet penetration tool written in Rust with Tokio, supporting tunnel protocols (TCP, UDP, HTTP, HTTPS, SOCKS5) over multiple transports (TCP, KCP, WebSocket, QUIC). It provides token-based tunnel authentication and TLS/mTLS encryption, positioning it as a secure, high-performance alternative to frp for exposing internal services or pivoting through NAT.

github.comrepoAdded 3 Sep 2026, published 21 Aug 2026🛡️ Security

Cumora is a cross-platform team-chat application where AI agents sit alongside humans as first-class participants — holding persistent personas and memory, claiming Kanban work, coordinating with each other, and sending real email — rather than only responding when addressed. Agents can run on Cumora's cloud (per-agent Kubernetes pods driving a multi-hop tool-calling loop over the OpenAI Responses API) or in "Bring Your Own Agent" mode, pairing a local Mac/VPS daemon with an existing coding-agent backend (Claude Code, Codex, Cursor Agent, Gemini CLI, OpenCode, Qwen Code, Google Antigravity, etc.) while keeping provider keys off the server. The repo documents a concrete coordination design — a seen-cursor freshness gate that holds stale replies, atomic claims on units of work, a small-brain triage gate, and a transactional Postgres outbox for realtime fan-out — making it a useful reference for building multi-agent systems that avoid agents colliding on shared work.

github.comrepoAdded 30 Sep 2026, published 17 Aug 2026🧠 AI

A Python proof-of-concept (CVE-2026-9830) that validates an unauthenticated REST API exposure in the BookingPress Pro WordPress plugin, where unauthenticated requests to a booking endpoint can return customer PII such as names, emails, phone numbers, and booking details. The script supports non-invasive checking, proxy/timeout/user-agent configuration, booking ID and date filtering, and optional saving of retrieved responses, alongside guidance for responsible use and remediation (patching, enforcing auth/capability checks on REST routes, log review, and incident response).

github.comrepoAdded 2 Oct 2026, published 15 Aug 2026🛡️ Security

Soup is a CLI tool for fine-tuning and post-training LLMs with a single YAML config and one command, wrapping transformers/PEFT/TRL/MLX backends with auto batch-size/GPU detection and QLoRA support. Its notable technical contribution is "layer streaming," which trains an 8B model on a 4GB laptop GPU by streaming the frozen base model from host RAM one decoder layer at a time, verified bit-exact against resident runs and documented in an accompanying Zenodo preprint with detailed benchmark data including failures and retracted claims.

github.comrepoAdded 22 Sep 2026, published 14 Aug 2026🧠 AI

vaultkeepr-public is the MIT-licensed repository behind VaultKeepR, a zero-knowledge password manager. It holds 15 SDK packages published to npm under @vaultkeepr and Solidity contracts on Base L2 that anchor vault locations, recovery fragments and digital legacy, tested with Foundry. Encryption is XChaCha20-Poly1305 with Argon2id (t=3, m=64 MiB, p=4), and docs/THREAT_MODEL.md covers assets, adversaries and trust boundaries. Clients stay in a private repository.

github.comrepoAdded 23 Oct 2026, published 12 Aug 2026🛡️ Security

Armada is a CLI tool (npm package @rafamacalaba/armada) that turns a repository into a multi-agent "fleet" of 8 specialist AI roles (developer, QA, security, adversary, architect, Commodore orchestrator, etc.) built on opencode. It implements "loop engineering": a contract-driven control loop (contract → dispatch → build → test → review → PR) with maker/checker separation, parallel phase dispatch in isolated git worktrees, evidence-gated transitions, and crash-proof on-disk state, aiming to replace unsupervised one-shot agent prompting with a verified, resumable workflow that lands a reviewed PR.

github.comrepoAdded 22 Sep 2026, published 10 Aug 2026🧠 AI

analysis-tools.dev's source repository is a community-maintained directory of static analysis tools and linters spanning nearly every programming language, tagged for license (proprietary vs open source), maintenance status, and community endorsement. Beyond general code-quality linters, it catalogs many security-relevant static analyzers such as gosec, flawfinder, OWASP Dependency Check, Mariana Trench, Psalm, PHPStan, govulncheck, and WAP, making it a reference point for discovering SAST tooling per language/ecosystem.

github.comrepoAdded 3 Sep 2026, published 9 Aug 2026🛡️ Security

Prime Agent is an open source coding and research agent built on a persistent Python REPL and subagent architecture. Its documentation explicitly warns that it executes model generated code with full user permissions and is not a security sandbox, advising users to only run trusted repositories, instructions, and skills.

github.comrepoPublished and added 9 Aug 2026🛡️ Security

SiberKapan is a Turkey-focused, community-driven open-source threat intelligence platform that aggregates data from FortiGate webhooks, an 11-service honeypot (HoneypotKapan), nginx/Fail2ban log watchers, and external feeds, publishing it as STIX 2.1/TAXII 2.1, a MISP default feed, Sigma/Suricata/Wazuh exports, and REST blocklists. It also runs a real-time phishing/domain-squatting detector via Certificate Transparency log monitoring with fuzzy typosquat and Punycode/IDN decoding, and safely fingerprints SSH-honeypot malware downloads with SSRF-protected, never-executed hashing enriched via MalwareBazaar. The write-up details concrete anti-abuse safeguards: time-based IP score decay, CDN/cloud-proxy allowlisting, UDP-spoofing exclusion, RFC1918 rejection, and manual review gating for weak phishing signals.

github.comrepoPublished and added 8 Aug 2026🛡️ Security

anti-slop (antislop) is a rulebook packaged as agent skills that stops AI coding agents from shipping generic UI, filler copy, and formulaic 'AI-shaped' code, without prescribing colors, fonts, or layout. It defines 38 mandatory rules across three tiers (Hard Gate, Purpose-Gate, Quality Locks), a 'Liveliness Toolkit' of ENERGY/RHYTHM/MOTION dials plus a Design Read, and a PASS/FAIL Delivery Gate report run before work ships, split into six loadable skills. It installs via an npx installer, a plugin marketplace, or the skills.sh directory across a dozen agents including Claude Code, Codex, Cursor, OpenCode, Cline, Amp, Gemini CLI, GitHub Copilot, Antigravity, Hermes, Kimi Code, and Pi.

github.comrepoAdded 30 Sep 2026, published 7 Aug 2026🧠 AI

SecureAI-Scan is an offline CLI that performs import-resolved dataflow analysis on TypeScript, JavaScript, and Python code to find LLM/MCP/Agent-Skill/RAG-specific risks (prompt injection, tool poisoning, unsafe output handling, vector-store access control), mapped to the OWASP Top 10 for LLM Applications, Agentic Applications, and MCP Top 10. It distinguishes proven dataflow traces from heuristic keyword matches, scans .mcp.json/claude_desktop_config.json/SKILL.md for tool-poisoning and command-injection patterns (citing the WhatsApp MCP rug-pull and postmark-mcp backdoor), and includes evasion-resistant deobfuscation checks built in response to the "Cloak and Detonate" adversarial study (arXiv:2607.02357) that bypassed most published skill scanners. It also runs offline advisory checks against known-malicious/vulnerable packages (validated against CVE-2025-6514 and CVE-2024-34359) and integrates via GitHub Actions, pre-commit hooks, SARIF output, and an MCP server for Claude Code.

github.comrepoPublished and added 5 Aug 2026🛡️ Security

TRONSEC is an open-source, browser-based security workbench for the TRON blockchain (TRX mainnet) that lets users inspect wallet addresses, TRC-20 token approvals, smart contracts, transaction calldata, and URLs for risk without connecting a wallet or holding custody. It bundles a wallet risk scanner, AML/sanctions-exposure heuristics, an unlimited-approval monitor, a contract-privilege/proxy checker, a transaction decoder that flags drain patterns, a phishing/typosquat URL checker, and a local in-browser vanity address generator. Production API keys for TronGrid, TronScan, and VirusTotal are kept server-side via a Cloudflare Worker proxy rather than shipped in client JS.

github.comrepoPublished and added 5 Aug 2026🛡️ Security

Precogly is an open-source, now-OWASP threat modeling platform (React/TypeScript frontend, Django REST Framework/PostgreSQL backend) offering a collaborative DFD editor with trust zones, TM-BOM import/export, and community library packs linked to MITRE ATT&CK, CAPEC, STRIDE, and LINDDUN. It's positioned as compliance-aware, tracing threats and countermeasures to DORA, the EU Cyber Resilience Act, ASVS, NIST CSF, and SOC 2, and exposes a full OpenAPI REST API meant as scaffolding for AI-driven threat modeling assistants.

github.comrepoAdded 3 Sep 2026, published 5 Aug 2026🛡️ Security

Senbei is a Rust-based static unpacker for binaries protected by "CrackProof," working against both Windows PE executables and Android AArch64 shared libraries. It performs a purely static, file-local transformation (no vendor code, no key extraction service) to reverse the protection wrapper for legitimate RE, interoperability, and preservation purposes; one Android packaging variant is unwrapped using an XOR keystream the authors recovered during their own analysis.

github.comrepoAdded 4 Oct 2026, published 3 Aug 2026🛡️ Security

A community-maintained repository that archives leaked or extracted system prompts — the hidden instructions given to LLM chatbots before user input — captured verbatim from products including Claude/Claude Code, ChatGPT/Codex, Gemini, Grok, Cursor, Copilot, Perplexity, Meta AI, Mistral, DeepSeek, GLM, and others. It serves as a reference corpus for studying system prompt design, extraction techniques, and the system prompt leakage risk class, and is updated regularly as new prompts are exfiltrated from newer model releases.

github.comrepoAdded 3 Sep 2026, published 3 Aug 2026🛡️ Security

This GitHub repository collects verbatim leaked/extracted system prompts — the hidden instructions and guardrails — from a wide range of AI products including Claude.ai, Claude Code, ChatGPT, Codex, Gemini, Grok, Perplexity, Microsoft Copilot, Cursor, Meta AI, Mistral, Kimi, DeepSeek, GLM, Qwen and others. It is updated regularly as new prompts are captured, and serves as reference material for AI red-teamers and researchers studying how vendors constrain model behavior and how those constraints can be extracted or bypassed.

github.comrepoPublished and added 3 Aug 2026🛡️ Security

Google's official repository of Agent Skills covering Google products and technologies, including Google Cloud. Skills are installed selectively via `npx skills add google/skills`, and the repo also bundles Google product plugins combining Skills with MCP servers for use in agent harnesses.

github.comrepoAdded 22 Sep 2026, published 3 Aug 2026🧠 AI

Nomos is an open-source permission/authorization layer for custom AI agent tools: agents propose actions (e.g. email.send), and Nomos evaluates them against a policy as ALLOW, DENY, or REQUIRE_APPROVAL before the underlying tool executes. It ships a CLI for writing and running permission tests in CI (with a GitHub Actions example pinning a checksummed release), a Python SDK for wrapping tools with explicit external authorization, and a LangGraph integration that pauses a workflow for human review before resuming execution.

github.comrepoAdded 3 Sep 2026, published 2 Aug 2026🛡️ Security

open·kritt is a self-hosted, open-source platform that orchestrates AI coding agents (Codex, Claude Code, or Grok Build) in parallel to hunt for vulnerabilities in remote or local repositories and their dependencies. It breaks security research into small chained prompt "workflows," runs jobs in disposable root-access Docker containers with internet access, then de-duplicates and ranks findings, validates them via post-scripts/PoC generation, and exports share-safe finding bundles. It's the open-source distillation of the internal tooling behind the Kritt team's (Blockian) $1.5M+ in bug-bounty payouts.

github.comrepoPublished and added 2 Aug 2026🛡️ Security

QM is an MIT-licensed, self-hosted "multiplayer" agent harness that lets a company deploy a shared coding/ops agent across Slack and a web app, with per-person and per-room isolated sandboxes, memory, keychains, permissions, and crons. Its security model centers on an org-wide posture (Strict pauses every tool call for approval; Auto blocks private-network access and applies optional content screening; Dangerous disables both) layered under a predeclared command policy that hard-denies things like recursive deletes, plus an explicit Isolated/Open sharing posture that governs cross-scope memory and file access with provenance labeling and audit trails. It supports pluggable harnesses (Pi, OpenCode, Codex, Claude Code) behind a common core and documents its threat model and operator assumptions in SECURITY.md.

github.comrepoAdded 3 Sep 2026, published 1 Aug 2026🛡️ Security

@openai/codex-security is a CLI and TypeScript SDK that uses Codex/LLM agents to scan codebases for vulnerabilities, draft repository-specific SECURITY.md policies, deduplicate findings via embedding similarity, and classify severity against a custom rubric. It supports self-hosted deployment via Docker Compose with a findings service (SQLite-backed dashboard) and can run against multiple inference providers including Amazon Bedrock, OpenRouter, and Fireworks in addition to OpenAI.

github.comrepoPublished and added 1 Aug 2026🛡️ Security

A comprehensively curated landscape document tracking the offensive AI agent space: ranked open-source pentesting/red-team agent projects (e.g. strix, shannon, VulnBot), uncensored offensive LLMs (Qwythos, WhiteRabbitNeo/DeepHat, BaronLLM) versus security-specialized but aligned models (Foundation-Sec, CyberSecQwen), Claude Code Agent Skills and MCP servers wrapping tools like Metasploit and BloodHound, 116 cross-referenced academic papers on pentest/vuln-discovery agents, capability benchmarks (Cybench, NYU CTF Bench, CyberGym), and a fact-checked Top-20 list of commercial AI pentesting vendors. It also covers competitions like the DARPA AI Cyber Challenge and Tencent's Intelligent Penetration Hackathon, positioning itself as a cross-merge of several other awesome-lists in this niche.

github.comrepoPublished and added 1 Aug 2026🛡️ Security

AgentHound is an open-source offensive security framework that, from a single compromised host, collects local credentials and agent configuration, discovers and fingerprints reachable AI services (MCP servers, A2A agents, model gateways, inference servers like Ollama, vector stores, MLOps platforms, notebooks), reuses harvested credentials to verify concrete access, and writes everything to a checkpointed JSON artifact. An optional analysis server (Neo4j/PostgreSQL-backed) turns the artifact into a queryable attack graph with credential-chain, cross-protocol pivot, exfiltration/execution paths, and prompt-injection-related findings (POISONED_INSTRUCTIONS, POISONED_DESCRIPTION, SHADOWS). It supports an active mode (credential reuse, differential reads, reversible mutation with auto-rollback) and a read-only --stealth mode for OPSEC-constrained engagements.

github.comrepoPublished and added 1 Aug 2026🛡️ Security

ChipWhisperer is NewAE Technology's open-source hardware security toolchain for side-channel power analysis and fault injection research, comprising capture-board hardware/PCB schematics, USB and FPGA firmware, target device firmware examples, and Python APIs (ChipWhisperer Capture and Analyzer) for acquiring and processing power traces. It's widely used to demonstrate and teach attacks like differential power analysis (DPA) and voltage/clock glitching against embedded targets such as microcontrollers and crypto implementations. The repository is undergoing a git-history cleanup for the 6.0 release, splitting files across companion repos including chipwhisperer-jupyter.

github.comrepoPublished and added 31 Jul 2026🛡️ Security

Slither, developed by Trail of Bits, is a Python3-based static analysis framework for Solidity and Vyper smart contracts that runs a suite of vulnerability detectors, visualizes contract internals via 'printers', and exposes an API for writing custom analyses using its SlithIR intermediate representation. It integrates into Hardhat/Foundry/Brownie builds and CI (including GitHub code scanning), claims 99.9% parse coverage of public Solidity code and sub-second average analysis time per contract, and ships companion tools like slither-check-upgradeability, slither-prop, and slither-read-storage.

github.comrepoPublished and added 31 Jul 2026🛡️ Security

Awesome Malware Analysis is a curated GitHub list aggregating hundreds of tools and resources across the malware analysis lifecycle: honeypots (Cowrie, Dionaea, Conpot), sample repositories (VirusShare, Malshare, theZoo, VX Underground), IOC/threat-intel platforms (MISP, YARA, ThreatCrowd, URLhaus), online sandboxes (VirusTotal, Cuckoo Sandbox, Hybrid Analysis, any.run), static/dynamic RE tools (IDA Pro, Ghidra, Radare2, x64dbg, angr), deobfuscation utilities, network traffic analyzers (Wireshark, Bro, mitmproxy), and memory forensics frameworks (Volatility, Rekall). It also links essential books, blogs, and training material (Practical Malware Analysis, REMnux, FLARE VM) making it a de facto index for the malware analysis community.

github.comrepoPublished and added 31 Jul 2026🛡️ Security

Desic Terminal is an open-source (MIT) Windows/macOS desktop app for OKX USDT perpetuals trading that bundles an AI trading assistant, AI-gated automated trading, and Python strategy backtesting on a shared real-time state and audit trail. Its notable AI-architecture contribution is a layered permission model where code, not prompts, decides what the agent can do: an AI Sidecar exposes only a scoped, often read-only tool set (e.g. radar.* tools reading a local SQLite market snapshot), delegated sub-agents are always read-only, risk-increasing actions fail closed on uncertain results, and executions use idempotent keys reconciled against exchange state before any retry. It also supports delegating requests to local Codex CLI or Claude Code instead of a hosted model API key, and ships a separate companion MCP server ("Desic OKX Agent") for giving coding agents direct OKX market/account/trading tool access.

github.comrepoAdded 8 Oct 2026, published 31 Jul 2026🧠 AI

GenOffice is an open-source (Apache-2.0) desktop office suite for macOS/Windows/Linux that opens native .docx/.xlsx/.pptx/PDF/Markdown/HTML files and puts an AI agent inside the editor, applying edits as byte-preserving diffs, tracked changes and live spreadsheet formulas rather than pasted text. It exposes the same engines to coding agents via a `genoffice` CLI, a bundled skill for Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf, and an MCP server with 29 tools (plus an HTTP variant for headless/remote use), and includes a local SQLite full-text file search optionally reranked by TypeSafe's Jev judgment model. Users can bring their own key (Claude, OpenAI, Gemini, DeepSeek, and others) or sign in with Genspark to route model calls through a proxy.

github.comrepoAdded 30 Sep 2026, published 31 Jul 2026🧠 AI

Flowsint is an open-source, self-hosted OSINT investigation platform that lets analysts visually explore relationships between entities (domains, IPs, ASNs, individuals, organizations, crypto wallets, emails, phones) via a graph interface backed by automated enrichers. It integrates recon modules like reverse/forward DNS resolution, WHOIS, subdomain discovery, ASN/CIDR mapping, breach-database checks, Maigret username search, and crypto wallet transaction/NFT lookups, storing all data locally for investigation privacy. The deployment docs also cover hardening steps for network exposure, including rotating AUTH_SECRET and MASTER_VAULT_KEY, binding backend services (PostgreSQL, Redis, Neo4j, API) to localhost, and a host-header allowlist to defend against DNS rebinding.

github.comrepoAdded 3 Sep 2026, published 31 Jul 2026🛡️ Security

hackingtool is a console launcher that bundles 215 curated security tools across 21 categories (recon, OSINT, wireless, phishing, forensics, post-exploitation) so users can install and run them without hunting down individual Git repos. Its newer AI layer maps plain-English goals to the right tool and exact command, plans multi-step objectives with confirmation gates, and drafts engagement reports, while emphasizing safe installs (pinned/SHA-256-verified downloads, no curl|bash, list-form subprocess calls, signed releases with SBOM) and refusing out-of-scope asks like DoS or mass-targeting. It also ships a non-interactive orchestrator (`--engagement`/`--pipeline`) that normalizes tool output into findings.json for red team, blue team, OSINT, bug bounty, and DFIR workflows.

github.comrepoAdded 3 Sep 2026, published 31 Jul 2026🛡️ Security

Claude-OSINT is a library of 8 drop-in Claude Skills (SKILL.md files, ~10,000 lines) that turn Claude/Claude Code into a structured external-recon operator for authorized red-team and bug-bounty engagements. The core pair (osint-methodology, offensive-osint) covers a 6-stage recon pipeline, an 80-pattern secret scanner, 80+ dorks, and read-only credential validators, while six organization-grade skills add legal-entity-to-footprint mapping, SPF/email-spoofability analysis, FAIR-based dollar risk scoring, continuous exposure re-scan/diff monitoring, cloud/SaaS and dependency-confusion checks, and identity-provider tenant/user-enumeration with explicit hard scope boundaries (no password spraying, no active exploitation).

github.comrepoPublished and added 31 Jul 2026🛡️ Security

Multi-Agent CAD (MAC) is a LangGraph-orchestrated multi-agent system that turns natural-language design briefs into editable engineering geometry (STEP/STL/GLB), decomposing mechanisms into separately generated, mated, and QA-validated parts and exporting URDF for robotics/physics simulation. It extends an earlier single-part Text-to-CAD workflow (~1,000 GitHub stars) with visual verification, an independent Judge agent, and an experimental assembly pipeline, reporting on a 10-prompt/141-feature benchmark that it matches a reproduced "CAD Skills" baseline's pass rate (140/141) while using tens-of-times fewer tokens and lower cost under Qwen-based configurations.

github.comrepoAdded 30 Sep 2026, published 30 Jul 2026🧠 AI

Ripwire is an offline, single-binary CLI (with optional MCP server) that indexes a repository to give coding agents a ranked, deterministic call graph, task-oriented context bundles (--for, --pack-task), and edit-time checks (--edit-check, --quality-delta, --test-gate) that flag blast radius, contract breakage, and code-quality regressions. It installs skills for Claude Code, Codex, Cursor, Windsurf, Gemini, opencode and aider, and ships extensive self-published benchmarks (docs/EVALS.md, LocBench-style head-to-head comparisons against graph-database MCP servers like codebase-memory-mcp, repowise, graphify and aider) claiming large token and latency savings plus higher file@10 retrieval accuracy. The README includes a detailed field report on using it across a ~20-agent, ~1,500-file C++/Metal orchestration engagement.

github.comrepoAdded 2 Oct 2026, published 29 Jul 2026🧠 AI

bug-bounties is a community-maintained directory of over 3,000 active bug bounty programs and vulnerability disclosure policies (VDPs), exposed via a public API and a Model Context Protocol (MCP) server. It lets researchers programmatically query scope, rewards, and program metadata, and lets AI coding agents like Claude Code look up bug bounty targets directly.

github.comrepoAdded 3 Sep 2026, published 29 Jul 2026🛡️ Security

agentdescent is a Python framework that treats self-improving agents as an optimization problem: N workers propose diffs (edits) to a shared skill/prompt/harness artifact in parallel, and a barrier-free aggregator merges them via conflict resolution, fusion and statistical acceptance rather than gradient averaging, committing winners to a version-controlled ledger. It ships a single `evolve()` entry point with pluggable strategy, scorer, and proposal functions, an MCP server and CLI for agent-triggered runs, and faithful reimplementations of 20 published self-evolution algorithms (ACE, GEPA, EvoSkill, SkillOpt, ADAS, DGM, OpenEvolve, ERA, PromptBreeder, AFlow, Self-Refine, Reflexion, SICA, Gödel Agent, Voyager, SkillWeaver, Absolute Zero, R-Zero, Agent0, Genesis) that plug into the same engine for apples-to-apples comparison. The accompanying paper (Chen, 2026) gives a closed-form condition for when concurrent edits can merge and reports confidence intervals rather than false-precision p-values.

github.comrepoAdded 30 Sep 2026, published 24 Jul 2026🧠 AI

Spectre is a free, open-source Android app (min API 31) for observing and interacting with the surrounding wireless environment, combining passive monitoring of Bluetooth LE, Wi-Fi, cellular (2G-5G), and GNSS with a growing set of pentesting tools. Notable features include a BLE GATT inspector that can read/write characteristics on connected devices, a local-network scanner (TCP-connect host discovery, SSDP/UPnP, mDNS/DNS-SD, banner grabbing, reverse DNS), iBeacon broadcast spoofing, and a computed aggregate RF-exposure figure derived by correctly summing per-emitter power in linear watts rather than dBm. It also documents Android platform limitations affecting wireless recon, such as invisible 5G NSA signal, Wi-Fi scan throttling, and single-carrier cell visibility.

github.comrepoPublished and added 23 Jul 2026🛡️ Security

LSPromise is a GitHub repo and detailed writeup documenting a complete Android privilege-escalation exploit chain from an untrusted local app to root/kernel, with no memory corruption required. It chains a logic bug in Telecom's InCallController.java (CVE-2026-49881) that lets arbitrary code run inside system_server, pivots via ActivityManager reflection into com.android.networkstack to reach the DirtyFrag kernel 1-day (CVE-2026-43500/CVE-2026-43284), and then uses a DirtyPipe-style binary-patching technique (crash_dump, modprobe, vendor_file labeled kernel module) to disable SELinux and launch KernelSU with root. Tested on Pixel 10 running Android 17; the first bug was fixed in the September 2026 security bulletin.

github.comrepoAdded 2 Oct 2026, published 23 Jul 2026🛡️ Security

A dual-track research lab reconstructing Fastjson RCE chains: a legacy JDK 8 direct-remote-class JSONType RCE for Fastjson 1.2.83, and a modern JDK 17 retained-JAR via proc-self-fd composition that works even with AutoType disabled and DTO binding in place, exploiting how ParserConfig.checkAutoType probes every type value via getResourceAsStream. It also reproduces an independent fastjson2 2.0.57/2.0.62 autoType bypass disclosed by Chaitin, where ObjectReaderSeeAlso hardcodes SupportAutoType, letting seeAlso/JsonSubTypes/sealed-type modeling trigger remote class loading even with autoType disabled. The repo ships dependency-free Python scanner tools for passive log detection, static artifact inventory, and safe active reachability probing via Burp Collaborator or interactsh.

github.comrepoAdded 2 Oct 2026, published 20 Jul 2026🛡️ Security

Collective Intelligence is an open-source (AGPL-3.0) OpenAI-API-compatible gateway that routes a single request across a continuously-discovered pool of AI models (claimed ~90 provider integrations, 103,224 indexed models) using one of 32 coordination strategies - consensus with convergence floors, blind debate, expert panels, devil's-advocate consensus, cost-cascade, best-of-N with objective verification - instead of sending it to one model. Every response carries an ailin_metadata provenance record (strategy used, models used, cost, dissent), and the repo ships a reproducible benchmark harness with raw per-execution CSVs claiming the coordinated pool beats GPT-5.5-pro, Claude Opus 4.8, Gemini 3.1 Pro and Grok 4.3 on verifiable tasks (97% vs 68-82%). It installs via Docker Compose, exposes an OpenAI SDK-compatible base_url swap, and supports a no-API-key Ollama degraded self-hosted mode.

github.comrepoAdded 2 Oct 2026, published 20 Jul 2026🧠 AI

video-shotcraft is an installable agent skill for Claude Code and Codex that storyboards, animates, and sound-designs cinematic product promo videos using Remotion, with a library of 157+ shot recipe cards, 214+ motion previews, and a complete production template (Ink Press). It ships a post-delivery "CapCut-style" editing workbench for adjusting shots/captions/SFX and can export finished films as editable JianYing (CapCut CN) drafts, alongside a sibling skill, video-talkcraft, for voice-synced narration videos.

github.comrepoAdded 5 Oct 2026, published 19 Jul 2026🧠 AI

Jonex is an open-source enterprise AI knowledge platform that combines multimodal document/video parsing with an ontology-based knowledge compiler, indexing content into both a vector store (Milvus) and a knowledge graph (Neo4j) for source-grounded retrieval. It exposes ontology-first hybrid search APIs with reasoning traces and references, and integrates with LightRAG, RAG-Anything, and MinerU for graph-enhanced retrieval and document parsing, plus an MCP server for tool exposure.

github.comrepoAdded 2 Oct 2026, published 19 Jul 2026🧠 AI

A curated, verified awesome-list of AI-powered tools for smart contract and blockchain security, covering autonomous auditor agents (Hound, Plamen, Aether, SolidityGuard), commercial AI audit platforms (Sherlock AI, Cantina Apex, Zellic V12, Nethermind AuditAgent), MCP-based auditing plugins (Trail of Bits Skills, Claudit, Slither MCP, Solodit MCP Server), real-time on-chain ML monitoring (Forta Network, AnChain.AI), and benchmark/training datasets (EVMbench, SCONE-bench, ScaBench, SmartBugs). Every entry requires a real AI/ML/LLM component plus a specific Web3 security focus, with open-source entries needing 25+ GitHub stars, positioning it as a practical index for the emerging AI-driven smart-contract-audit tooling ecosystem.

github.comrepoAdded 3 Sep 2026, published 18 Jul 2026🛡️ Security

Argo is an LLM-native static application security testing tool that drives Claude Code, Codex, Gemini, or local models (via Ollama/LM Studio) as an AI analyst to audit source code, extract security invariants, and produce reviewable vulnerability reports with optional patch generation and ASan-verified proof-of-concept crashes. It positions itself as a complement to rule-based SAST tools like CodeQL and Semgrep, targeting logic/authorization bugs that fixed patterns miss, and has been used to find real, disclosed vulnerabilities across 15 audited open-source projects (53 PRs, 2 CVEs). It supports two modes — general code audit and bug-bounty triage with scope-enforced, read-only, opt-in live verification guardrails.

github.comrepoAdded 3 Sep 2026, published 18 Jul 2026🛡️ Security

OpenNVR is a self-hosted, Docker-deployed network video recorder for ONVIF/RTSP IP cameras that is explicitly designed around a "sovereign, air-gapped by default" security architecture: network isolation between camera/gateway/analytics planes, Fernet-encrypted credentials at rest, RTSPS transport, and two default-deny gates (DEPLOYMENT_MODE=offline, AI_SOVEREIGNTY=local_only) that keep cloud and AI egress returning HTTP 403 until explicitly opened. It's positioned as a response to systemic IP-camera weaknesses (default creds, hard-coded keys, unsigned firmware, vendor cloud aggregation) exploited historically by the Mirai botnet and the 2021 Verkada camera-feed breach, and targets regulated buyers newly barred from Hikvision/Dahua/Uniview/Edimax-class vendors under NDAA §889 and 2025-26 FCC enforcement. Its pluggable AI Adapter Contract (Apache-2.0 SDK) lets third parties add detection/LLM capabilities out-of-tree, with correlation-ID audit trails and SHA-256 model fingerprinting for compliance evidence.

github.comrepoPublished and added 18 Jul 2026🛡️ Security

A public GitHub repository aggregating proof-of-concept exploit archives for EVM (Ethereum Virtual Machine) smart contract hacks, generated from the companion evm-hack-registry dataset and meant to be consumed by the evm-hack-analyzer tool. It's positioned as raw material for blockchain security research, education, and building automated PoC-analysis tooling rather than a single vulnerability writeup.

github.comrepoAdded 3 Sep 2026, published 18 Jul 2026🛡️ Security

A GitHub repository (also published as a GitBook) of study notes compiled while pursuing the Hack The Box CPTS certification, structured to double as OSCP prep material. It covers networking fundamentals, enumeration, privilege escalation, Active Directory attacks, and pivoting with hands-on methodologies and tool usage rather than just theory.

github.comrepoAdded 3 Sep 2026, published 18 Jul 2026🛡️ Security

A GitHub repository compiling personal study notes and cheatsheets for HackTheBox's CPTS (Certified Penetration Testing Specialist) certification, organized by module: network enumeration (Nmap), web footprinting, file transfers, shells/payloads, Metasploit, password attacks, pivoting/tunnelling, Active Directory enumeration and attacks, web app attacks (SQLi, SQLMap, XSS, LFI, file upload, command injection, Ffuf), and Linux/Windows privilege escalation. It functions as a reference guide mirroring the official HTB Academy course structure rather than original research.

github.comrepoPublished and added 18 Jul 2026🛡️ Security

k8s-aibom is a Kubernetes controller from GoogleCloudPlatform that generates CycloneDX 1.6 ML-BOM documents at runtime for AI workloads — inference services (vLLM, TGI, Triton, Ollama), agent stacks (LangChain, AutoGen, CrewAI), RAG/vector DB infrastructure (Milvus, Qdrant, Weaviate), and training/eval jobs — by watching Kubernetes API objects with no privileged access. Each BOM attribute carries a declared/inferred/unresolved confidence flag and evidence locator, and the project positions its output as auditor-traceable evidence for EU AI Act Article 12/50, NIST AI RMF, and ISO/IEC 42001 compliance, with redaction filters, immutable GCS write-once sinks, and Sigstore-signed release attestations.

github.comrepoPublished and added 18 Jul 2026🛡️ Security

wp2shell-poc is an independent proof-of-concept tool for the wp2shell vulnerability chain in WordPress core: an unauthenticated route-confusion bug in the REST /batch/v1 handler (serve_batch_request_v1) that desynchronizes matched-handler and validation arrays when a sub-request fails wp_parse_url(), letting a GET posts item-route request be dispatched under get_items() so the author_exclude parameter reaches WP_Query's author__not_in query var as unsanitized SQL. The tool's check/read/shell commands detect the route-confusion marker pattern, extract data via UNION/error-based/boolean-blind SQLi, and (without credentials) chain UNION fake-post rendering into oEmbed cache post creation, ID recovery via SQLi, and a poisoned batch request that creates a real WordPress administrator account, finishing with a plugin-upload webshell. Affects WordPress builds before 7.0.2 (or 6.9.5 on the 6.9 branch); links out to Searchlight Cyber's advisory and Elastic/Eye Security detection guidance.

github.comrepoAdded 2 Oct 2026, published 17 Jul 2026🛡️ Security

ADhammer is an open-source Rust CLI for authorized Active Directory assessments that discovers domain state, maps attack paths to Tier-0, and reports findings with an explicit evidence/validation status. Its v1.5.2 release adds an ESC1-based KB5014754 PKINIT bypass against Full-Enforcement KDCs, pass-the-hash DCSync, workstation preflight checks, and a hardened error classifier. It exposes a 74-method catalog spanning enumeration, Kerberos/credential attacks, delegation/S4U abuse, coercion/relay, and remote execution, plus reusable Rust protocol crates and an SDK.

github.comrepoAdded 2 Oct 2026, published 17 Jul 2026🛡️ Security

Strix is an open-source framework of autonomous AI pentesting agents that dynamically run target code, discover vulnerabilities across the OWASP Top 10 (SQLi, SSRF, XXE, IDOR, XSS, auth bypass, business-logic flaws) and validate them with working proof-of-concept exploits rather than static-analysis heuristics. It ships a CLI with a full offensive toolkit (Caido-based HTTP interception, browser exploitation, Python exploit sandbox, recon/OSINT, SAST/DAST), supports OpenAPI/Postman-driven black-box testing, integrates into GitHub Actions/CI pipelines to block vulnerable PRs, and can run against local or hosted LLMs via LiteLLM, with an optional cloud offering for autofix PRs and compliance reporting.

github.comrepoPublished and added 15 Jul 2026🛡️ Security

HOL Guard is an open-source local "antivirus" runtime protection layer for AI coding agents that intercepts shell commands, file access, package installs, and MCP tool calls before execution, classifying them for secret exposure, destructive operations, prompt injection, and supply-chain risk, then allowing/blocking/requesting approval per policy. It integrates via native hooks and managed MCP proxies with Codex, Claude Code, GitHub Copilot CLI, Cursor, Cline, Gemini CLI, Grok, and other agents, and includes a supply-chain package/advisory checker (hol-guard supply-chain scan/explain). The repo also bundles plugin-scanner, a companion CLI/GitHub Action that lints and scores agent plugins, skills, and MCP integrations for manifest issues, secrets, MCP transport risks, and dependency/lockfile problems, producing SARIF/JSON reports for CI gating.

github.comrepoPublished and added 15 Jul 2026🛡️ Security

brain0 is an open-source (Apache-2.0) passive observer that builds a decision graph linking git commits to the AI-agent prompts/sessions that produced them, by reading git history alongside Claude Code and Codex transcripts on disk. It reconciles what agents claim they changed against what actually changed (drift detection), flags sessions that read secrets like .env files or private keys before pushing (DLP audit), and computes a two-dimensional risk score per artifact, exposed via a local GUI, CLI, and an MCP server for agent queries.

github.comrepoPublished and added 15 Jul 2026🛡️ Security

deep-scan is a modular security-scanning monorepo exposing one shared scanner engine (SAST, SCA, secrets, IaC, license, malware, DAST, CI/CD checks) through a CLI, MCP server, REST API/web app, and a continuous-scanning ASPM fleet called kruncher. It adds a deterministic, AI-free code-graph engine for taint and reachability analysis to cut CVE noise to actually-reachable dependencies, an optional local-model AI triage pass, and an agent-driven MCP workflow that scans, confirms reachability, and opens fix-group PR branches with regression tests. Untrusted-repo scanning is hardened with pinned/checksum-verified tools, sandboxed subprocesses, and optional gVisor (runsc) isolation for dependency resolution on Kubernetes.

github.comrepoAdded 3 Sep 2026, published 14 Jul 2026🛡️ Security

SecureSDLC-Lab pairs a minimal Node.js/Express/SQLite app with a GitHub Actions pipeline running Gitleaks (secret scanning), Semgrep (SAST), and Trivy (dependency, Docker image, and Kubernetes manifest scanning) plus OWASP ZAP (DAST) on every push and PR. It documents concrete remediations applied during the exercise: bcrypt password hashing, parameterized SQL queries, session-based auth with post-login session regeneration and HttpOnly cookies, RBAC for an admin page, Helmet security headers, env-based secrets, and a hardened Kubernetes deployment (non-root, readOnlyRootFilesystem, dropped capabilities, seccomp, resource limits) alongside a STRIDE threat model.

github.comrepoPublished and added 14 Jul 2026🛡️ Security

A sprawling open-source collection of 100+ reusable "Agent Skills" (markdown instruction packs with YAML frontmatter following the open Agent Skills format) for agentic systems, compatible with Claude Code and any framework that supports the standard. Skills span multi-agent orchestration frameworks (AutoGen, CrewAI, LangChain, LangGraph, LlamaIndex, DSPy, Haystack, a PydanticAI-based multi-agent debate tool), production agent operations, evals, and AI governance, alongside dozens of narrower domain skills — CLI integrations for Jira, Confluence, Notion, Linear, HubSpot, Ghost, Fireflies, Grafana, PostgreSQL, Kubernetes, Docker Compose, FFmpeg, Ghidra-based binary triage, FPGA/ESP32 hardware design, and more. The page text was truncated at 40,000 of 71,286 characters, so later entries in the catalog are not reflected here.

github.comrepoAdded 1 Oct 2026, published 11 Jul 2026🧠 AI

loop.js is a TypeScript framework for "loop engineering": you define a goal and a verification bar, and the engine runs an agent through repeated Rounds (Execute → Handoff → Verify → Persist) with fresh context each round, memory read back from disk, until a separate skeptical judge agent rules the goal met, gives up, or a budget guard (rounds/usd/timeout) fires. It ships a CLI (`loop run`, `loop status`, `loop cron`) for one-off runs or scheduled/recurring loops (local or deployed to Modal), a typed async-iterable event stream for embedding in products, and runs its worker/judge agents on the Claude Agent SDK. It's positioned against bare `while(true)` agent loops and Claude Code's own `/loop` command, aiming at loops that outlive a terminal session — cron-triggered chores, financial-trade auditing, or long-running builds — where "done" must be judged by an agent the worker can't influence.

github.comrepoAdded 30 Sep 2026, published 10 Jul 2026🧠 AI

Veridion is an open-source smart contract security platform combining a plugin-based static analysis scanner (extended via the IRulePlugin interface with zero changes to scanner-core), an AI-engine layer for vulnerability explanation and fix suggestions, and immutable on-chain audit verification recorded via Stellar Soroban. It ships as a Turborepo/pnpm monorepo with a NestJS API, Next.js frontend, Prisma-backed PostgreSQL, JWT/RBAC auth, and report generation in JSON, Markdown, HTML, or PDF.

github.comrepoAdded 4 Oct 2026, published 7 Jul 2026🛡️ Security

T3MP3ST is an open-source multi-agent offensive-security framework that turns an existing AI coding agent (Claude Code, Codex, Hermes, OpenCode, Oh My Pi, or a local Ollama/LM Studio/vLLM model) into an autonomous recon-to-exploit-to-report pipeline, with no separate API key required. It reports 90.1% pass@1 on XBOW's 104-challenge benchmark suite and claims 8/10 held-out post-cutoff CVEs identified down to file/line/CWE, with all headline numbers reproducible via a committed `npm run verify-claims` script. The 8-operator kill-chain design (Recon, Scanner, Exploiter, Infiltrator, Exfiltrator, Ghost, Coordinator, Analyst) maps to MITRE ATT&CK/Cyber Kill Chain phases, though only the Recon stage is described as fully live and the rest as scaffolded/experimental.

github.comrepoPublished and added 7 Jul 2026🛡️ Security

Pathfinding Labs is DataDog's open-source platform (Go CLI 'plabs' + Terraform modules) for deploying intentionally vulnerable AWS resources into sandbox accounts to practice attacking and detecting IAM privilege-escalation paths. It ships modular labs across five categories — self-escalation, one-hop/multi-hop principal traversal, CSPM misconfigurations, toxic combos, and cross-account (dev/ops-to-prod) chains — each with demo/cleanup scripts, expected CSPM alerts, and MITRE ATT&CK mappings (e.g. T1098.001). It's positioned as a successor/companion to projects like IAM Vulnerable and Stratus Red Team for hands-on cloud identity attack training.

github.comrepoPublished and added 4 Jul 2026🛡️ Security

XORCISM is a self-hosted, open-source enterprise risk/exposure management platform (Node.js/TypeScript over SQLite/PostgreSQL/MySQL) that unifies asset inventory, vulnerability management, threat intel (STIX/TAXII), GRC (ISO 27001, NIST CSF/800-53, EBIOS Risk Manager, NIS2, DORA), incident management, and offensive/defensive testing into one continuously recomputed per-asset and enterprise risk score. It chains recon/exploitation tool connectors (nmap, nuclei, Metasploit, sqlmap) into attack-path/choke-point graphs weighted by fusion exploitability (EPSS+CVSS+KEV+public exploits), validates detection coverage via a purple-team loop against 3,750+ Sigma rules and MITRE ATT&CK/D3FEND, and quantifies ransomware impact in dollar terms via a FAIR-style model — with local-only Ollama AI assistants for triage, hunting, and reporting.

github.comrepoPublished and added 1 Jul 2026🛡️ Security

Kogaro is a Go-based Kubernetes cluster-hygiene validator that continuously scans clusters (and can run one-off against manifests in CI/CD) for silent configuration failures: dangling references to missing ConfigMaps/Secrets/ServiceAccounts/IngressClasses, insecure pod/container SecurityContexts (root user, privileged mode, missing capabilities drops), missing resource requests/limits, container image/architecture mismatches, and NetworkPolicy coverage gaps. Each finding gets a structured KOGARO-CCC-XXX error code for automated alerting/ticketing, and it exposes Prometheus metrics with leader-election/HA support for production deployment via Helm.

github.comrepoAdded 3 Sep 2026, published 25 Jun 2026🛡️ Security

Reverse-Skill is a GitHub repo that gives AI coding agents (Claude Code, Codex, Cursor, OpenCode) a structured routing layer for reverse engineering and offensive security work: it detects the task type (APK, ELF binary, JS obfuscation, PCAP, CTF challenge) and routes to the correct methodology and toolchain (jadx, apktool, Frida, IDA Pro, Ghidra, radare2, Burp Suite, nmap, Metasploit) instead of letting the agent guess commands. It ships a case-init/scope workflow, an evidence-to-finding-to-report pipeline, a 173-case routing regression test run in CI on Windows and Ubuntu, and platform-specific docs for Kali/Ubuntu/macOS, positioned for lawful research, CTF, and authorized pentesting.

github.comrepoPublished and added 21 Jun 2026🛡️ Security

Pentest Swarm AI is an open-source (AGPL-3.0), self-hosted CLI tool that runs dozens of LLM agents concurrently against a target, coordinating through a shared "stigmergic" blackboard rather than a fixed recon→exploit→report pipeline, so findings propagate and wake relevant agents in real time. It supports any provider with tool-calling (Claude, OpenAI-compatible endpoints, Together AI-hosted Llama/Qwen/DeepSeek/GLM, or fully local Ollama/LM Studio), ships bundled vulnerable labs (crAPI, Juice Shop, VAmPI, DVGA) for safe testing, and positions itself against the closed SaaS bug-bounty bot XBOW. It currently automates verified attack playbooks (BOLA/IDOR, mass assignment, NoSQL injection) with evidence-backed reporting, with roadmap items for runtime object-reference mining, self-correcting attacks, and on-demand specialist sub-agents.

github.comrepoPublished and added 21 Jun 2026🛡️ Security