#llm-agent

The runtime substrate for agentic systems — one Go binary, six LLM providers, MCP-native, configurable as a managed sandbox or full agentic dev environment. Where agents live, talk, and learn.

The self-improving SRE agent

Claude Code plugin to draft, review, revise, proofread, and audit quantitative-science journal manuscripts at submission quality. Five strict modes, Semantic Scholar MCP citation integrity (no API key), .docx round-trip. Calibrated for hydrology (HJ, JHRS) and IEEE; generic profile for any field.

一个 7×24 小时不间断运行，帮你跑实验、用 Git 维护公开仓库、更新 LaTeX（Overleaf）论文的科研自动化工作流。实测效率提升 25 倍。Claude Code Skill，一条命令装进任意项目。

Agentic control layer for the Censurado self-hosted AI news portal: a stdlib Python CLI plus an MCP server (32 tools) an LLM agent drives to write and publish AI-persona articles through a gated editorial walk, curate the front page and authors, and deploy. Ships the prompt/skill recipe and a 24/7 serve loop.

An Agentic AI grocery assistant backend powered by LangGraph, LangServe, and PostgreSQL. Features Text-to-SQL query generation, live response streaming, and Langfuse for LLMOps tracing.

Autonomous AI Cloud Agent 2026: Auto-Fix Code & PRs with Multi-LLM Sandbox

An AI agent builds complete mobile games end to end — design, code, art, music, 136 headless tests, store assets, in-app purchases and signed releases — with humans at only two gates. Godot 4, pluggable market modules (worldwide by default), autonomous QA, and 56 rules learned from real failures.

therain2020-agent — self-healing, self-evolving AI agent. Modifies its own source code to fix bugs and autonomously grows new capabilities (skills, tools, engine). TypeScript + Bun + React/Ink.

The unified Claude Code framework — synthesizing the best of superpowers, everything-claude-code, GSD, claude-flow, and trailofbits into one non-conflicting harness

PECS: 基于 LangGraph 的四角色多智能体任务求解框架（Planner/Executor/Critic/Synthesizer）。WebShop 真实环境 +25pp (25% vs 0%)；GAIA 官方 53 题 26.4% vs ReAct 24.5%（McNemar 不显著）。含 AST 沙箱、50000 token 硬预算、FastAPI 限流/混沌/CI/Prometheus。

Ask a hotel PMS in plain English — a LangGraph Text2SQL agent with hybrid retrieval and full SQL transparency. Live demo + case study (source private).

“Job Market Radar: a data pipeline for job post collection + governed analytics API + Agent to analyze job postings.”

2026 AI Agent Loop v2.0: Autonomous Coding with Guardrails & Self-Healing

Autonomous LLM agent trading Polymarket with fake money. Objective: profit after realistic costs. Diagnostic: Brier score vs. the market. Every fill walks a real order book.

Pi's coding agent ported to Rust

Model-agnostic, CLI-based AI coding agent built on the OpenAI Responses API

ORACLE — On-chain Reputation & Audit for Coordinated LLM-Agent Execution。LLM 驱动的 Agent 调度 + 链上身份/审计/信誉：双角色 EIP-712 审计、争议-罚没管线、成本-可验证性前沿。Solidity + TypeScript 后端 + React 前端。

Provider-agnostic VLM query flow: one Agent that dispatches to OpenAI / Anthropic / Gemini / vLLM / Claude Code CLI / local HuggingFace model backends, returning parsed answers. Used by 3D-CoT.