Custom agents

Agent Squad for Requirements Engineering — 33 Specialists with System 2 Reflection, BM25+ Knowledge Engine (831 entries), Mermaid Diagramming, Jira + Confluence Integration. Runs on Antigravity IDE, Claude Code, Claude CoWork.

This repository provides a collection of markdown files designed to supercharge your feature development workflow with AI-powered IDEs and CLIs.

Universal Agent Skill for document processing with Nutrient DWS API — works with Claude Code, Codex, Gemini CLI, Cursor, and 35+ more agents

Multi-agent orchestration, persistent memory, and intelligent workflows for AI coding assistants. Supports Claude Code, OpenCode and Codex.

Decision Infrastructure for the AI Era. 🧠✨️🤺

Enabling LLMs to Think Proactively and Initiate Dialogue with Consciousness. A multi-agent LLM architecture inspired by Global Workspace Theory (GWT) from cognitive science.

Catch tech debt and hidden risks before they become incidents. Add m in front of github.com/user/repo to find functions and trace the logic.

g7-chat is a fast, minimalist AI chat interface built for power users who value ownership, efficiency, and full control over their conversations.

Knowledge management MCP server, webapp and winapp; knowledge graphs, im/export, rag, semantic search, skills builder

Turn prompt-based agents into auditable ops: state machine, decision log, risk scoring, and memory for Claude Code, OpenClaw, Cursor, Windsurf, and API workflows.

AGENTIC · INFRASTRUCTURE — Every agent you run, working from the same brain. Open-source framework with a native shared Second Brain.

The first decentralized AI collaboration platform. You define the task — AI from around the world collaborates to solve it for you.

Historical Kubernetes evidence for humans and agents.

AI integration into any app for everyday use.

Shared memory for your AI agents: what one agent learns, every other agent can find. Hybrid search, versioning and audit, over MCP, CLI and HTTP. Supabase or local Docker.

Pre-indexed code knowledge graph via treesitter, enchanced query with RAG, MCP server, private and local storage. Agent ready.

coding agent session search in sql

ClosedLoop.AI — The open-source workspace for team-based agentic software development.

A curated collection of prompts, modes, and configurations to enhance AI coding assistants. Provides ready-to-use templates for prompt engineering, custom agent personas, and AI-driven development workflows. Optimized for Roo Code but adaptable for many platforms.

AI-powered adaptive learning platform combining Knowledge Graphs, Local LLMs, and Bayesian skill tracking. Privacy-first RAG with KG-enhanced retrieval, IRT/BKT mastery modeling, and real-time assessment generation.

项目描述：为解决电商客服在物流、售后等高频咨询场景下，人工重复查询、知识定位慢及信息需反复核对等痛点，搭建 Agent 智能客服系统。通过意图分流、业务工具调用与 RAG 知识库检索，完成订单物流查询、售后信息收集和商品问答，提升响应效率与回答准确性。

An EPUB reader for Android built with Kotlin, Jetpack Compose, and the Readium SDK featuring on-device RAG-powered AI, Ktor networking, Room persistence, and Material 3 Expressive UI.

Turn your Android phone into an MCP (Model Context Protocol) server. AI agents and desktop scripts can call your phone for live data and actions over LAN.

Governance framework for AI coding agents — enforces task traceability, structural gates, session continuity, and audit trails for Claude Code, Cursor, and Copilot.

Open infrastructure for AI agents to discover and pay each other

Import SillyTavern V2 character cards as SOUL.md personas for SOUL-aware agent runtimes (Hermes-Agent, OpenClaw, …).

Air-gapped coding agent in one Rust binary: a model on your own GPU (Ollama/LM Studio), --offline enforced by tests. Ships Q56, a hidden-test benchmark for local models.

The executable ontology of identity-bound agent in a muil-agent interoperability framework regulated in a verifiable policy grammar

Zero trust network for governed agent-to-agent communication - discovery, engagement contracts, session governance, and auditable collaboration across organizational boundaries. Built on OpenZiti. A2A compatible.

Turn any GitHub repo into an agent skill. Make any open-source repo an agent's claw. 🐾

A controlled-experiment lab for studying how tool-using LLM agents behave — vary tools, personas, and conversation histories, run repeated trials across models, and measure the effect on safety and tool-call behavior.

Project workflows for Codex and Claude Code: reusable skills, flexible delivery, and project knowledge. | 可复用技能、灵活交付与项目知识维护。

荒原序列 BarrenOrder — 多Agent飞书群@协作协议。Bot间主从分工+能力匹配+熔断器+消息去重。

Think first, then code. Where Claude Code and Codex jump straight to writing, this stays review-first: a code reviewer, security scanner, root-cause debugger, and code generator, all in one shell-native loop.

8 AI agents grade your entire repository across 6 dimensions — signed, verifiable A+ to F audit reports in minutes

Open-source runtime security rules engine for MCP servers and AI agents. Detects prompt injection, command injection, jailbreaks, and data exfiltration.

Open-source collaborative AI agent platform. Humans and AI agents on different machines work together in shared workspaces — agents run locally on your own daemon, self-hosted, no cloud execution of your code.

An advanced autonomous AI engineering team

What a $500/hour coach would analyze after reading 90 days of your meetings.

🧩🏢 Frappe HR Forge is a local ERPNext/Frappe HRMS development project for building custom HR modules. It includes a Docker portal, a prepared Frappe app, custom HR DocTypes, workspace, roles, permissions, demo seed data, a Python 3.11 ML scaffold, ETL pipelines, cached data sources, and a roadmap for future HR recommendations and planning.

Agent Usage Reporter & Analyzer

A fast, read-first code inspector for the agent era: watch AI-written changes land live and review every hunk before it ships

Convert scientific papers into executable, reproducible codebases

ADD - LOOP SKILL for AI Coding Agent

Parallel git worktrees for parallel AI agents — plus AI-generated commits.

Agentic email + calendar hub on Cloudflare Workers. One Worker owns your domain's email surface: a full self-hosted email client with an AI agent, plus a unified calendar that aggregates Proton / Outlook / iCloud into one busy/free model and writes time blocks back to all three.

Real-time voice AI agent with persistent memory, built on Gemini Live API and Python

Turn failed AI agent runs into replayable regression tests. Catch regressions before you ship.

Agent-friendly AI Search CLI for Chinese web signals, powered by Bocha, Zhihu, and Volcengine Ark.

Start with a concept, not a stack. A harness-agnostic protocol that scaffolds greenfield projects from a rigorous concept instead of a chain of prompts, so AI agents build from shared intent with self-healing and crash-safe state.

Local-first memory, recall, and skill evolution plugin for Codex agents.

Self-hosted Dakera AI memory server — Docker Compose, Kubernetes, Helm, HA cluster setup, and monitoring.

Single-file Tor/.onion access layer for AI agents — 18 search engines, Robin OSINT pipeline, 4 LLM modes, MCP server

Unity Code MCP Server is a powerful tool for the Unity Editor that gives AI Agents ability to perform any action using Unity Editor API. This includes scripts, scenes, prefabs, assets, configuration changes, and more.

A human-like memory for AI Agent

crawl4ai for video & audio — turn any YouTube video, podcast, or recording into clean timestamped markdown, or a verified TTS/STT training dataset. Runs locally.

Delphi-native, MIT-licensed RAG + linter for Delphi/Pascal source code. Symbol-exact + fuzzy + tree-sitter lint. Pure Delphi at runtime.

Turn agent answers into self-contained HTML artifacts — operator briefs, plans, review packets, incident timelines, and presentation decks. Zero dependencies, zero build, one file.

Precision-aware retrieval benchmark for LLM memory systems.

Zero-hallucination reference verification for Claude Code — live CrossRef/S2/PubMed verification, verbatim abstract traceability, retraction check

高考志愿填报智能顾问 —— 基于多 Skill 协调架构的 AI 志愿填报系统

Funes is a Git-based framework for LLM-managed knowledge work: an AI Librarian ingests raw sources, builds an interlinked Markdown knowledge base, and uses it to produce cited reports, analyses, and other outputs.

For anyone whose AI coding agent (Claude Code, Codex, Cursor, Gemini) keeps following stale instructions: a small spec plus dependency-free bash tools that keep AGENTS.md / CLAUDE.md single-sourced and honest.

Full-pipeline AI agent for Nature-series journal writing. Supports OpenClaw, Claude Code, and Codex. Covers journal selection, drafting, figure generation, citation verification, and reviewer response.

Self-evolving AI orchestrator

📜🦀🌐 Intelligent, Secure and Effortless Super Full-Stack Framework 🌐🦀📜"Rust for those who want to build securely and easily, but not suffer"🤖 The Next-Gen Paradigm: Designed for Humans & AI. Rullst is built from the ground up to be a developer-first framework, optimized for seamless AI-assisted coding and effortless human productivity.

Ask 10+ AI models at once, compare answers side by side. Multi-AI chat desktop app with cross-validation. Supports DeepSeek, ChatGPT, Claude, Gemini & custom sites.

A Go framework for chat-network agents: an IRC bouncer, browser UI, and bot orchestrator in one static binary, with an optional LLM hookup for AI features. Stewarded by xShellz.

PreAct: Computer-Using Agents that Get Faster on Repeated Tasks (arXiv:2606.17929). Compile successful runs into verified state-machine programs and replay them 8.5–13× faster with no per-step LLM calls.

YouTube 视频自动中文配音 + 多平台发布工具 — 下载、转写、翻译、配音、合成、发布全自动管线。Automatically dub YouTube videos into Chinese and publish to Bilibili/Douyin/Kuaishou — end-to-end pipeline: download, STT, translate, TTS, compose, publish.

学习.skill —— 让 Agent 成为你的赛博老师，帮你备课，陪你学习

Skill that forces award-tier design quality on AI-generated UIs. Teaches Claude Code / Codex / Antigravity to build with real design intent — motion, typography, color, WCAG AA — instead of generic slop.

口述史录音转写稿 → 忠实整理稿的工具箱（Claude Skill）：去口语化 Pass1 + 对抗式忠实度质量门，存真优先，数据全程本地不外传

Token-lean web microfetch for LLM agents: any URL → clean markdown via CLI, MCP server, and Claude Code plugin. Real browser-cookie auth, passkeys, anti-bot reach, on-by-default prompt-injection defense, plus on-device multimodal ASR/OCR. A single Rust binary — not a browser.

187 plug-and-play AI agent personas in Korean (한국어) — Korean translation of agency-agents + 3 Korean-market originals (Coupang/KakaoTalk/Naver)

WhatsApp in pure Rust. Single binary, 5 MB, 15 MB RAM. 54 API endpoints, 30 MCP tools, full protocol.

RAGless is a semantic retrieval system that answers questions about your documentation, without using an LLM at runtime.

A TypeScript package that provides AI-powered agents for Application Security (AppSec) tasks, built on top of the frontier models.

Ads MCP - manage Google, Meta, TikTok, LinkedIn, Microsoft, Reddit & X Ads campaigns from Claude, ChatGPT, Cursor & any MCP client.

The open-source alternative to Ironclad + Harvey. Self-hosted, AI-native contract lifecycle management — your contracts never leave your servers.

A comprehensive Android staff management application featuring role-based access control (RBAC), real-time chat, and a RAG-based AI assistant powered by Gemini API.

生产级通用 Text-to-SQL 服务：基于 FastAPI + LangGraph + RAG，将自然语言转换为安全可执行的 SQL，内置 SQL Guard、few-shot/schema 检索、限流、缓存、Langfuse 追踪、Prometheus/Grafana 监控，并基于 CSpider 做准确率评测。

Local-first permission gateway for AI agents with scoped connector access, human approval, audit trails, and encrypted local credentials.

Ultracode making for OpenCode, inspired by Claude Code. Model fusion for open-weight models to beat frontier models at scale, cost and quality.

Agentic code review with structural graph intelligence — PR gate + branch stewardship. Self-hosted. Apache-2.0.

Delegate tasks from chat to an isolated workspace, then selectively return results with the next user turn.

an OpenCode MultiPlexer, to allow seamless switching between parallel running session, both existing and new

Claude Code plugin for intelligent GitHub Pull Request reviews that continuously learns your project's conventions and team feedback.

Plugin de skills e agentes para Claude Code workflows de engenharia reais, do PRD ao PR

Artemis IDE — A free, open-source AI-powered development environment built with Electron & React. Features autonomous AI agents, Monaco editor, integrated terminal, MCP marketplace, 16 themes, Discord RPC, token tracking, and more. No subscriptions, no cloud lock-in. Just code.

10 skills that cut your AI bill with proof instead of vibes. MIT, works in Claude Code, Codex, Cursor. Every skill's check is executed by CI.

A concise, AI native and production-grade starter template for full-stack applications using pnpm, Turborepo and Cloudflare Workers for edge-native execution 🚚⛅

Claude Code delegates coding to isolated CLI agents it doesn't trust (Codex, OpenCode, Pi, Pythinker), freezes what they produce, verifies it independently, and merges only what a human approves.

Claude clone powered by Gemini API

Multiplayer admin and orchestrator platform for heterogeneous agent runtimes — Hermes (container-per-agent) and Letta (memory-first agents on a shared server) in one control plane, with multi-tenant security, group approval, and audit.

MCP (Model Context Protocol) server for DuckDB — auth and friendly SQL support out of the box

BossMate — 让 AI 认真读完每个 JD，再决定要不要开口。支持 Codex、Claude Code、OpenCode、Hermes 和 WorkBuddy。

KoutenDB: locality-aware NoSQL document/vector database built around rings and orbit-inspired retrieval

Connect a local folder to claude.ai — a browser extension (Chrome/Edge), no desktop app, no API key, works on free plan