#python #agent_security #ai_agents #ai_security #benchmark #claude #claude_code #codex #cursor #llm_security #mcp #model_context_protocol #prompt_injection #threat_detection

ADR is an enterprise security system for AI agents that watches what agents do, tests them for attacks, detects risky behavior, and is being used in production at Uber; its paper was accepted to MLSys 2026. The benefit to you is better protection for AI tools like Cursor, Claude Code, and Codex, plus a way to find unsafe actions before they cause harm.

https://github.com/uber/ADR

#python #agent_control_plane #agent_ops #ai_agents #codex #long_running_agents #loop_engineering #loopx #workflow_automation

LoopX is a local control plane for long-running AI agent work. It keeps goals, tasks, evidence, quota, and handoffs in one place so work stays clear, restartable, and easier to pass between agents and people; the benefit is less lost context, safer progress, and easier review across long projects.

https://github.com/huangruiteng/loopx

#python #agent_memory #ai #ai_governance #ai_infrastructure #artificial_intelligence #context_engineering #context_graphs #data_engineering #decision_intelligence #developer_tools #explainable_ai #generative_ai #graph_rag #knowledge_graph #llm #ontology #provenance #python #reasoning #semantic_search

Semantica is an open-source tool that turns messy data into clear, connected knowledge graphs for AI. It helps you track where facts came from, explain AI decisions, find conflicts, and keep systems auditable and trustworthy. This benefits you by making AI easier to trust, easier to check, and safer to use in important work like finance, healthcare, legal, and government.

https://github.com/semantica-agi/semantica

#kotlin #agent #agentic_ai #agents #ai #ai_agents #aiagentframework #genai #generative_ai #java #kotlin #llms #multi_agents #multi_agents_orchestration #multi_agents_system #spring

Embabel is a Java and Kotlin framework for building AI agents on the JVM with Spring, using typed goals, actions, and conditions instead of hard-coded prompt chains. It plans and replans at runtime, which helps you build more flexible, testable, and reusable agent flows while still fitting into existing enterprise code. The benefit to you is faster AI app development with stronger type safety, easier testing, and simpler use of LLMs, tools, and domain models in one system.

https://github.com/embabel/embabel-agent

#rust #agent #ai #ai_agents #all_in_one #crm #crm_system #email #linear #mcp #messaging #notes #notion #office #rust #slack #slack_alternative #startup #startup_tools #typescript #workspace

Macro is an all-in-one workspace for teams that combines email, chat, docs, tasks, CRM, calls, and agents in one fast place, with shared team memory and links between everything. The benefit for you is less app-switching, faster teamwork, and easier finding of the right message, file, or task when you need it.

https://github.com/macro-inc/macro

#typescript #agent #agent_harness #agent_os #agentic #ai #ai_agent #ai_agents #artificial_intelligence #claude_code #codex #electron #holaboss #holaos #llm #mcp #memory #model_context_protocol #runtime #typescript #workspace

holaOS is a local-first desktop workspace that lets you run agents like Claude Code, Codex, or its built-in agent together with your tools, files, apps, and shared memory. It supports macOS, Windows, and Linux, includes built-in models or your own keys, and can help you get work done with real browser control, app automation, and ready-made files. This can save you time because one setup works across agents, keeps your context, and lets you produce useful results without switching systems.

https://github.com/holaboss-ai/holaOS

#python #agent #agent_security #ai_infra #ai_red_teaming #ai_security #llm #llm_evaluation #llm_jailbreak #llm_security #mcp_scan #openclaw_security #prompt_injection #prompt_security #scanner #security #security_tools #skill_scanner #skills_security #vulnerability

A.I.G (AI-Infra-Guard) is a Tencent Zhuque Lab tool for AI red teaming and security checks. It scans AI infrastructure, MCP servers, agent skills, and jailbreak risks, and it can run with Docker, a web UI, or an API. This helps you find weak points early, understand real security risks, and fix problems before they affect your AI systems.

https://github.com/Tencent/AI-Infra-Guard

#typescript #agent_runtime #ai #ai_agent #apache #cli #desktop #electron #event_sourcing #llm #local_first #maka #tool_use #typescript

Maka is a local-first agent workspace that runs on your computer, lets you use your own model connection, and can read files, run tools, and save recoverable work records. This helps you keep data local, control permissions, and recover or continue work more safely.

https://github.com/apache/maka

#python #agent_skills #ai_note_taking #ai_second_brain #claude_code #claude_code_skill #claude_memory #claude_plugin #karpathy_llm_wiki #knowledge_graph #knowledge_management #note_taking #notion_alternative #obsidian #obsidian_ai #obsidian_plugin #obsidian_second_brain #open_source #personal_knowledge_management #pkm #second_brain

Claude-obsidian helps you build a local Obsidian knowledge base that keeps getting better as you use it. It saves sources, makes linked notes, gives grounded answers from your own vault, and keeps your files under your control. This helps you find trusted information faster, avoid losing evidence, and grow a clean, useful knowledge system without relying on a cloud database.

https://github.com/AgriciDaniel/claude-obsidian

#javascript #agent_skills #ai_agents #claude #claude_code #claude_code_plugin #cursor_rules #developer_tools #llm #prompt_engineering #yagni

Ponytail is a tool for AI coding agents that tells them to use the simplest safe solution, like native features, shared code, or one-line fixes, instead of extra code. It can cut code, cost, and time while keeping safety checks, validation, and accessibility. For you, this means cleaner code, faster results, and less wasted work.

https://github.com/DietrichGebert/ponytail

#html #agent_skills #architecture_as_code #architecture_diagram #claude_skill #code_visualization #codex #coding_agents #data_flow_diagram #deepseek_harness #developer_tools #diagram_as_code #diagrams #diagrams_as_code #dsh_plugin #mermaid_alternative #opencode #sequence_diagram #software_architecture #system_design #text_to_diagram

Archify turns a codebase or system description into an interactive system map you can use in chat. It helps you see architecture, compare changes, trace paths, and export shareable files like HTML and images, so you can understand systems faster, review them more safely, and share clear technical diagrams.

https://github.com/tt-a1i/archify

#css #agent #claude #gpt_image_2 #rag #skills #web_design

This project gives you ready-made AI skills for making web presentations, better web designs, image prompts, local knowledge search, and polished articles. You can install them in several ways, including a simple command, plugins, zip files, or manual copy. The benefit is faster, higher-quality work: you can turn ideas into clean slides, strong UI, useful images, well-sourced answers, and readable articles with less effort and more control.

https://github.com/ConardLi/garden-skills

#python #agent_skills #ai_writing #claude_code #codex #cursor #prompt_engineering #writing_tools

Humanizer rewrites AI-like text so it sounds more natural and human while keeping the meaning the same. It checks for common AI writing patterns, avoids inventing facts, can match your writing style, and leaves code, data, and links unchanged. The benefit to you is cleaner text that reads better and feels more real, with a preview of the rewrite and any remaining issues before you use it.

https://github.com/blader/humanizer

#python #agent #llm #mathmodel #skills

This tool helps you do math modeling faster by finding, coding, fixing errors, and writing a full paper for you. You can use a desktop app, Docker, or local setup, and it works with many AI models. The benefit is clear: it saves time, gives ready-to-submit paper templates, and helps you produce cleaner, more complete work with less manual effort.

https://github.com/jihe520/MathModelAgent

#python #agent #ai #ai_agent #ai_tools #claude_code #codex #hermes_agent #hermes_skill #skills

oh-my-hermes adds a smart layer on top of Hermes Agent to turn unclear requests into clear steps, better model choices, and honest proof of what happened. It helps you plan, research, code, verify, and remember work more safely and efficiently, so you get faster results, cleaner handoffs, and less guesswork.

https://github.com/rlaope/oh-my-hermes

#python #agent #agentic_ai #android #decompilation #decompile #decompiler #mobile #reverse #reverse_engineering

Droid ASC is a tool that decompiles Android APKs much faster by reading the compiled file directly instead of doing heavy setup first. It can find code references, extract a class, or read the manifest in seconds while using less memory, which helps you inspect large APKs quickly and with less waiting.

https://github.com/MG1937/ASC

#typescript #agent #browser_use #dsh_plugin

BrowserSkill lets AI agents use your logged-in browser while leaving your own work alone. It reuses real sign-ins, runs tasks in a separate agent window, supports many agent tools, and can ask for your help when needed. For you, this means less setup, no extra test accounts, and safer, faster browser automation without stopping your normal browsing.

https://github.com/Tencent/BrowserSkill

#python #agent #agentic_ai #ai #ai_agent #ai_agents #local_first #long_term_memory

Octop is a self-hosted AI assistant that runs on your own machine, keeps data private, and lets many users and agents work together. It offers a web dashboard, CLI, chat apps, task automation, document memory, and browser or terminal help, so you can manage work, family, or team tasks in one place with more control and less privacy risk.

https://github.com/TencentCloud/Octop

#python #agent_framework #agentic #agentic_ai #agents #ai #ai_agents #anthropic #autonomous_agents #bedrock #generative_ai #harness #llm #llm_agent #mcp #multi_agent_systems #openai #python #sdk #strands_agents #typescript

Build an agent harness and control it end-to-end. Open-source SDK for production AI agents in Python & TypeScript - any model, any cloud.

https://github.com/strands-agents/harness-sdk

#python #a_share #agent #ai #ai_agent #akshare #deepseek #fastapi #fintech #langgraph #llm #mcp #openai #pwa #quant #self_hosted #stock #stock_analysis #stock_market #trading_agents #trading_bot

盯盘侠 PanWatch · 自托管 AI 盯盘助手，集成 TradingAgents 多 Agent 投资决策 | A股/港股/美股实时监控、持仓管理、智能分析、全渠道推送

https://github.com/TNT-Likely/PanWatch