Python agents

Message notification router: Haiku safety gate + Opus router with code-enforced guardrails. #94 of 1,983, HackerRank Orchestrate 2026.

Python package that makes it easy to spin up a custom Retrieval-Augmented Generation (RAG) pipeline.

AIpha Learning OS — 个性化学习多智能体系统，融合 Multi-Agent、RAG、课程知识构建流水线、Neo4j 知识图谱、学习记忆与任务级 LLM 路由。

MLSecOps Practical Reference Guide, open-source AI and ML security handbook.

A curated bundle of 32 Claude Skills for quantitative, qualitative & experimental research in business, finance & social science (bilingual 中/EN)

Self-hosted AI governance, document intelligence, RAG, privacy and auditable decision evidence — with local-first deployment and optional Full Rizzo PII detection.

Local-first literature RAG workbench for PDF, Zotero, Chatbox, and OpenAI-compatible APIs

MCP channel server for the Zalo Bot API. Talk to your Claude Code session from Zalo, with pairing, allowlists, and group gating.

Polymarket sandbox for OpenClaw agents. Full trading engine, real market data, simulated USDC. One argument from live trading. No real money at risk.

Agent 意图框架 — 把人话翻译成结构化意图+槽位+约束。输入规范化(两阶段) + 三层瀑布式意图识别(Code→Flash→Pro)，80% 请求零 LLM 调用，10ms 内返回。650 测试全过。

Local-first, event-driven AI software factory for building, modernizing, debugging, securing, porting, validating, and optimizing applications through task-activated specialist agents, multi-provider model routing, isolated workspaces, runtime QC, and audit-ready evidence.

🇲🇳 MCP сервер — unegui.mn зарын сайтаас машин, үл хөдлөх, ажлын байр хайх | MCP server for Mongolia's largest classifieds marketplace

Visual Tales Generator is an AI pipeline transforming text into visuals. It uses OpenAI API, Flux Dev diffusion models, and LoRA fine-tuning. An agent processes JSON, NLP ensures character consistency, and a model-agnostic architecture uses system prompts. It generates Pixar-style 3D storyboards via Replicate API, automating visual storytelling.

Detects intent drift in AI-assisted development by comparing original goals against current execution plans using the Intent Alignment Engine. Features 9 evidence providers and exportable reports (text/markdown/json).

Terminal coding agent that executes tools (real think>tool>result loop with confirm + undo, MCP tools in-loop) and rewrites its own system prompt from feedback with metrics + auto-rollback. Free by default via the FCM model router.

Mook - a full-stack RAG proof of concept. FastAPI backend with document ingestion (PDF, Excel, URL) and vector search, a React/Vite front end, and pluggable LLM providers: Claude CLI, Azure OpenAI, OpenAI, or an offline mock for testing.

A team's knowledge, captured where the work happens, filed by an agent, and answered with citations you can check.

AI-powered startup intelligence agent — hand-built ReAct loop, parallel tool execution, live web search, and RAG-grounded document analysis. No frameworks. Full understanding.

Interactive CLI for Retrieval-Augmented Generation (RAG) with ranking — uses Ollama embeddings + HNSW vector DB + optional reranker for more accurate results

Vellum: an auditable agentic ICD-10-CM/PCS autocoder that proves every code and catches the model fabricating its own evidence. Glass-box web cockpit. Built with Claude.

Axiom is a curated marketplace of shared plugins for Claude Code and Codex.

A Claude Agent Skill that humanizes AI-written marketing and long-form copy: landing pages, sales pages, e-books, case studies, founder notes. Removes AI tells and process bleed, de-slops prose, strips em dashes, never invents facts, keeps your brand voice.

Local multimodal semantic search for large documents with complex diagrams (like datasheets)

Vidify is an ASR-first video understanding agent that turns YouTube, local files, and live streams into timelines, searchable Q&A, reports, and highlight clips

Compile AI agent skills into cheap, fast, deterministic pipelines that run without an LLM in the loop

Executive-ready slides, one API call away. API-first AI presentation engine with 32 slide types, 24 chart types, 15 themes, finance vertical. PPTX + Google Slides. MCP server for AI agents. TypeScript SDK.

The first MCP server for sports betting — 9 tools, live odds, AI picks, 59.6% win rate across 1,353+ picks

SOIA 技能生态门户：规范真源、技能目录与跨仓路由清单

Self-hosted AI analysis harness that turns GitHub repositories into validated SysML v2 and interactive architecture graphs.

Mines corrections from your AI agent's chat logs to catch recurring drift and overclaiming before the next response ships. A cheap-to-expensive pre-flight gate — regex, then structured scoring, then a pressure probe — plus memory that carries past corrections into similar tasks. MIT, zero dependencies.

Transforms unstructured information into a structured Exploration Dashboard

🧾 Agentspecs - YAML-based specifications for AI agents, MCP servers, Skills, Guardrails and more...

MCP server for scientific grounding: search arXiv, OpenAlex, Crossref, Semantic Scholar, PubMed — references/citations from paywalled journals via public metadata

Open source LLM observability for the waste axis - 4 deterministic detectors + LLM-as-Judge, waste-rate metric verified across 3 corpora / 16,864 sessions

A governance layer for AI agents. Decides what the agent may do and may claim; it can't overrule either. Wired to a live broker. Risk gate I broke 4 times myself.

Run an always-on SEO/AEO growth loop on your own site with Claude: pulls GA4 and Search Console signals, proposes fixes with the reasoning attached, applies approved changes to WordPress, verifies they landed, and learns from outcomes. Every write is human-approved. MIT, no telemetry, no scraping.

面向扫地机器人售前、售后与使用报告的多工具智能客服 Agent：基于 LangChain/LangGraph、通义千问、Chroma RAG、SQLite 与 Streamlit，集成知识库安全入库、浏览器定位、实时天气、会话用户及设备使用记录查询，并提供可审阅工具追踪、动态 Prompt 与 Recall@K/MRR 检索评测。

HelpDesk Enterprise open source: agente RAG de soporte IT con memoria autocapacitada, Gemini gratis, FastAPI + Streamlit + conector Copilot Studio

telegram AI that runs on your account. Answers in groups and PMs from personal account

Build your own AI friend.

AI智能作业批改系统 - 基于 FastAPI + Vue 3 + LangChain 的全栈教学辅助平台，支持多大模型接入、AI自动批改、智能教学助手、文档查重等功能。

Hermes Agent on Android — a community mobile port built with Python and Flet

Multilingual voice and text conversational AI agent that automates sales calls, contextually answers questions using RAG, and dynamically segregates leads into HOT/WARM/COLD pipelines in 10 Indian languages.

## 👨‍💻 About Me Hi! I'm **Divanshu Singh**, an aspiring **Data Scientist and AI Developer** with a strong interest in Artificial Intelligence, Data Analytics and Software Development. I enjoy building practical projects that combine data, AI and automation. Currently, I'm working on **Pixotic AI Assistant**, a Telegram-based personal AI assi

MonoLight 是一个专注于安全执行与人机协同的通用自主智能体（General Autonomous Agent）运行时。

Route ChatGPT context into local Codex workers.

Codex 隐藏路由模型无限调用指南:启用服务器下发的隐藏模型(如 gpt-5.6-sol-wm)不消耗额度,跨平台 macOS/Linux/Windows,含每小时自动同步脚本

Self-hosted, open-source AI meeting assistant: live speaker-diarized transcription plus AI agents that surface questions, objections, opportunities, and action items in real time.

Codex Agent Skills for image generation and photo editing: Genshin-Inspired Photo, Liminal Journey Film Photo, Torn Cartoon Window, and Vintage Fashion Plate Poster.

Persistent memory for Claude Code. Survives compaction and session boundaries: anti-patch reconcile-on-write with LLM-judged de-duplication, a forced PROGRESS.md handoff, a live PLAN.md anchor with an enforced directive ledger, FTS5 search, MCP tools and a GUI. Pure stdlib Python, zero runtime dependencies.

Fully offline RAG system for PDF question answering and summarisation — Ollama, LangGraph, Qdrant. No cloud calls.

Self-hosted Qwen3 retrieval server with Embedding, Reranker, MCP, and Web console.

Red-team your RAG pipeline for prompt injection, source-document leakage, and cross-document smuggling, in CI. The gap between RAG eval (RAGAS/DeepEval) and LLM scanners (garak).

Windows/macOS handoff packages for configuring DeepSeek as a native Codex subagent with verified routing and safe uninstall.

Claude skill for spec-driven development: interviews you one question at a time until your unknowns run out, then harvests and verifies real open-source components. Turns an idea — or a half-planned project — into a PRD you can build from.

The memory database for AI agents - graph memory, hybrid search, tamper-evident thought/edge journal.

Open a browser tab. You're now driving your Mac mini. Live remote desktop + real PTY shell (Claude Code, vim, top) + on-device voice. Self-hosted. Apple Silicon native.

gguf qwen3_5_moe_text qwen3 moe a3b mtp

AI Agent / 大模型应用工程师中文面试题库：1,731 道问题与参考答案

⚡ Advanced AI iteration framework featuring an 8-stage pipeline, automated fine-tuning, voice interaction, and security scanning.

Turn repeatable processes into SOPs your AI agent works through one auditable step at a time.

AI-powered middleware for Combodo iTop that reduces ticket back-and-forth and helps engineers start working faster.

Self-hosted AI agent for Garmin Connect. Analyze health & training data, build workouts, use Telegram or local LLMs.

Three Agentic Skills for Matrix: encrypted chat with a daemon that follows rooms live, Synapse homeserver administration, and content guidance for announcements. Chat works with any homeserver; administration requires Synapse.

Community pain-point mining CLI and AI-agent skill for micro-SaaS and indie product ideas.

在 A 股做程序化交易，工具要么笨重，要么太野：点十下鼠标下一单，或者一行脚本直通柜台。qmtcli 把 QMT/miniQMT 包成本地 JSON CLI——行情、账户、下单全部机器可读，每笔交易都从护栏里过。速度交给程序，分寸也交给程序。

Experimentary prediction analysis for real world events (Iran Israel)

Same image, same prompt: 15 AI-built Blender scenes across GPT-5.6 Luna, Terra and Sol, with renders, scripts, editable scenes and audited telemetry.

Hypothesis-driven problem solving for AI agents: probe, falsify, escalate — never blind-retry. MCP server + agent skill built on Newton, Popper, and NASA's P10

Provenance-aware runtime security for AI agents with deterministic ALLOW / REVIEW / BLOCK enforcement.

MCP server for GDScript semantic analysis via Godot's built-in language server

A local-first operating layer for founders, on Claude Code. Six markdown files run your business; the AI reads them every session. Free, MIT, no lock-in.

Controlled coding-agent harness ablations with auditable traces, reproducible evidence bundles, and SWE-bench interoperability.

Public APIs, agent-ready — verified, no keys, no signup

Conversational AI video clipping with multimodal LangGraph pipeline — vision, audio, and text agents for viral short-form content generation

herdr plugin: color-coded agent status counts (blocked / done / working / idle) in the Ghostty tab title

After distilling Fable 5, the output is an indexed CLAUDE.md + on-demand rules + skills, an executable specification designed for weaker model sessions.

A blank, working source of truth for Claude Code and Codex across macOS and Linux.

31 opinionated GTM skills for Claude Code & GitHub Copilot — a complete revenue engine spanning discover, design, position, amplify, launch, optimize, and RevOps phases.

Validate ideas with AI personas + Reddit/HN/GitHub research. Optimize loop inspired by Karpathy's Autoresearch

Open skills, harnesses, hooks, and verifiers for giving probabilistic AI a control layer.

Curated prompt templates and specialized agents for AI orchestration systems. 29+ agents across development, research, business, and creative domains.

Auditable memory layer for AI agents: zero-LLM-call local ingest (~10ms/msg, air-gapped), matches Mem0 on accuracy at ~1000x lower ingest cost, bi-temporal belief-state, MCP server. Honest LoCoMo/LongMemEval benchmarks. Open source (Apache-2.0).

A local handoff gate and human-confirmed, verified /new controller for managed Kimi Code sessions.

The first open evaluation framework for AI continuity. 250 narrative tests, 1835 verification questions, 10 checkpoints. Benchmark for AI memory systems, stateful agents, and long-term context persistence. No LLM in the evaluation loop.

🤖 A curated collection of modular, plug-and-play AI Agent Tools & Model Context Protocol (MCP) server connectors for Python and TypeScript.

Talk to Claude Code instead of typing: a voice daemon + dashboard that records you, transcribes, routes to your agent sessions, and speaks the replies back - with per-voice avatars, push-to-talk hotkeys, and a live conversation HUD

Recovers the original goal of a long Claude Code or Codex session from its first user turn, so you can restate it before continuing — plus a prompt wrapper that adds evidence and hedging constraints to evaluation prompts. Deterministic, local, no model calls. Experimental.

A deterministic linter for agent runs — reads the execution trace and flags structural bugs (ignored errors, schema violations, loops) with evidence. No LLM judge.

Local-first long-term memory for AI agents - plain Markdown vault + thin MCP server. CJK-aware BM25, token-efficient by design.

Git worktree + AI agent orchestration for parallel development workflows

Full-stack operations console for observable, human-in-the-loop Agent workflows.

Universal harness-free AetherMind continuity primitive for agent work.

Prompt based video editing tool - Describe your edits in natural language and let AI edits the video for you

Catch AI-generated tests that could never fail and review AI code with local proof.

Public Brain Researcher code, contracts, docs, and service stack

Local-first flight recorder for AI agents: every LLM call, tool call, cost, and loop captured by a transparent proxy. Zero code changes.

11-layer institutional flow confluence trading system — intermarket, volume profile, liquidity, order flow, sentiment, LLM evaluation. 14-page Dash dashboard with execution engine.

Best Toolkits for Your AI Agents — 14 Claude Code skills curated by GoClaw / AgentBrain.

Agentic incident-analysis copilot: MCP tool servers, a cost-aware model router, an approval-gated write path, and a companion npm CLI for platform analysis, a live dashboard, and log chat.