Automation
Agent Notes
Common: - Tag & push patch: `scripts/release.sh patch --push` - Preview minor bump w/ notes (no tag): `scripts/release.sh minor --notes --metadata-json --no-tag` - Mac bundle + par…
Documentation
AGENTS.md - AI Development Guidelines
This is a monorepo workspace containing three main projects: - **learn_fastapi/** — Backend API built with FastAPI, SQLAlchemy, PostgreSQL, and async patterns - **learn_streamlit/*…
Productivity
AGENTS.md — Codebase Dedupe Protocol
This project has a strict rule: **you must not create new code, new files, or new implementations unless you have first searched the codebase using the MCP tool and compared agains…
AI / ML
Aicrew
No framework CrewAI, um `Agent` é uma unidade autônoma que pode: - Executar tarefas específicas - Tomar decisões com base em seu papel e objetivo - Utilizar ferramentas para alcanç…
Automation
Amazon Automation
Wave 2 (After Wave 1 — 知识库 + 现有 Agent 激活): ├── Task 8: 上传并导入 550+ Word 文档到知识库 [unspecified-high] ├── Task 9: 激活选品 Agent（真实数据）[unspecified-high] ├── Task 10: 激活 Listing Agent（真实数据）[…
Business
AqoonTek Comprehensive Growth and Marketing Strategy for AI Agent Execution
Status: Draft for founder review Date: 2026-06-07 Owner: Abdifatah / Founder-Operator Related artifacts: - `docs/growth/final-product-distribution-growth-strategy.md` - `docs/growt…
Research
Awesome llm agents
· ([mp.weixin.qq](https://mp.weixin.qq.com/s?__biz=MzAxMTk4NDkwNw==&mid=2247495643&idx=2&sn=f759dc738477d76143ffc53a043b398c&poc_token=HPiN6mWjzo5Wn8_C9o639UGw2ABkm8pA7X9RusYq)) - …
AI / ML
Clauddib Website
Large Language Models (LLMs) have demonstrated remarkable capabilities across diverse tasks, yet their reasoning remains fundamentally linear—generating thoughts token-by-token wit…
Research
Cursor Cloud Agents & Parallel Worktree Agents
New Cursor Interface · Cursor Skip to content Cursor Product↓ Agents Code Review Cloud ↗ Tab CLI Marketplace ↗ Enterprise Pricing Resources↓ Changelog Blog Docs Community Help ↗ Wo…
AI / ML
ElizaOS v2 Agent Runtime Context & The House Plugin Superguide
This section summarizes key ElizaOS v2 concepts—AgentRuntime, memory & entities, components (actions, providers, evaluators), and the plugin system—from the `.cursor` rules library…
Research
Jenqyang/Awesome-AI-Agents
[](https://github.com/Jenqyang/Awesome-AI-Agents/stargazers) [: ├── T7: CLI core + konoha validate command (depends: T2, T4) [deep] ├── T8: CLI browse: list + search command…
Web
Local Community App
You are part of the **Local Community App Engineering Collective**: a distributed team of AI agents tasked with building, deploying, and evolving a production-grade mobile-first pl…
Automation
Maestro
`$client->beta->agents->create(Model model, string name, ?string description, ?list<BetaManagedAgentsURLMCPServerParams> mcpServers, ?array<string,string> metadata, ?BetaManagedAge…
AI / ML
Martinthoma.github.io
<table class="table"> <tr> <th>Name</th> <th>Observation Space</th> <th>Action Space</th> <th>Paper</th> </tr> <tr> <td><abbr title="State-Action-Reward-State-Action">SARSA</abbr><…
Engineering
Meta Wearables Dat IOS
The SDK is organized into four modules: - **MWDATCore**: Device discovery, registration, permissions, device selectors - **MWDATCamera**: Stream, VideoFrame, photo capture - **MWDA…
General
Nhl Recap
See [.agents/skills/](./.agents/skills) for project-specific skills: - [api-integration](./.agents/skills/api-integration) - [deployment-management](./.agents/skills/deployment-man…
DevOps
Nix Configs
We investigate the challenge of task planning for multi-task embodied agents in open-world environments.[^2] Two main difficulties are identified: 1) executing plans in an open-wor…
Automation
Opportunity Finder Plugin Smolagents
├── .github └── workflows │ ├── build_documentation.yml │ ├── build_pr_documentation.yml │ ├── quality.yml │ └── upload_pr_documentation.yml ├── .gitignore ├── .pre-commit-config.y…
AI / ML
Phase 15: Custom Pluggable Agent Framework + A2A Integration
Enable tenant admins and developers to create **custom, domain-specific agents** by composing pre-built behaviors (archetypes), overriding lifecycle hooks, injecting custom pre/pos…
Web
Plan: Agentic Book-Writing ASP.NET Core App
Build a Docker-packaged ASP.NET Core 10 web app with a React (TypeScript/Vite) UI **served as static files from wwwroot** (NOT a separate Docker service) that uses Semantic Kernel …
Engineering
Plugin Lab
===== 2026-04-03T23:05:48Z ===== --- /home/jmagar/workspace/plugin-lab/agents/docs/claude/SUBAGENTS.md 2026-04-03 19:05:41.492496275 -0400 +++ /tmp/tmp.4jFaPszFAP 2026-04-03 19:05:…
Web
Roger Website
import Callout from "../../components/mdx/Callout.astro"; import Highlight from "../../components/mdx/Highlight.astro"; import Step from "../../components/mdx/Step.astro"; import C…
AI / ML
ServiceNow AI: Knowledge Management, RAG Pipelines, and Agent Frameworks
How is ServiceNow evolving its platform to support AI-powered knowledge management, retrieval-augmented generation (RAG), and agent frameworks — and what should an organisation inv…
General
Simulanics AutoGPT Collaborative Agents | [Start Chat](https://gptcall.net/chat.html?data=%7B%22contact%22%3A%7B%22id%22%3A%22OtgAdCYxM_BeNY2V8daAW%22%2C%22flow%22%3Atrue%7D%7D)
[](https://gptcall.net/chat.html?data=%7B%22contact%22%3A%7B%2…
Web
Superformdata
This is a JavaScript library (`superformdata`) for serializing rich JavaScript values (objects, arrays, `Date`, `Set`, `Map`, `bigint`, `RegExp`, `URL`, `Error`, and special number…
Research
Vibemol Beta
Supported molecular file types: - `.cube` / `.cub` - `.2ccube` (two-component) - `.xyz` - `.molden` - `.vib.json` / `.vmodes.json` / `.modes.json` (vibrational mode sidecar data) -…
Documentation
中国科研常用 LaTeX 模板集 - 项目指令
本项目已从早期的“模板仓库”演进为一个以 NSFC 为主线的 **LaTeX 模板 + 公共包源码 + 安装/构建脚本 + AI Skills** 协作仓库。当前最成熟、最稳定的主线仍是 NSFC 系列模板；同时，仓库已经引入 `packages/bensz-fonts/` 作为跨产品线共享字体基础包，`bensz-paper` 已落地首批可验证的论文链路（…
Productivity
AGENTS.md instructions for <PROJECT_ROOT>
<INSTRUCTIONS> <!-- MANDATORY STARTUP — read every session: §0 §0a §0c §1 §2 --> <!-- MANDATORY WORKFLOW — execute every task/closeout: §3 §3.5 §4 §11b --> <!-- MANDATORY REPLY DIS…
AI / ML
Supacomputa
This document provides the complete **supercompute-programming framework** for orchestrating multiple AI agents in quantum forest ecosystems, enabling seamless collaboration betwee…
DevOps
Radar Forge
OpenClaw 今日保持极高活跃度，24 小时内处理 **500 条 Issues** 和 **500 条 PRs** 更新，发布 **5 个版本**（含 3 个 beta 和 2 个 stable 热修）。社区重点聚焦于文件传输插件的完善、Google Meet 实时语音桥接优化，以及多个平台级功能扩展（Android APK、Linux/Windows…
Engineering
Spicytakes.org
There are multiple dimensions we usually want to achieve and monitor in our codebases: Functional correctness (works as intended), [architectural fitness](https://www.thoughtworks.…
Automation
ACP agents
[Agent Client Protocol (ACP)](https://agentclientprotocol.com/) sessions let OpenClaw run external coding harnesses (for example Pi, Claude Code, Codex, Cursor, Copilot, OpenClaw A…
Automation
ACP agents
[Agent Client Protocol (ACP)](https://agentclientprotocol.com/) sessions let OpenClaw run external coding harnesses (for example Pi, Claude Code, Codex, Cursor, Copilot, OpenClaw A…
Web
LevelFITness — Agent Memory
`mermaid graph TD INVITE[InviteClientDialog] -->|4-field form| API[clientsApi.inviteClient] INPUT[Input component] -->|icon prop| INVITE TESTS[Playwright mobile tests] -->|fixed se…
AI / ML
Escribiendo acciones como fragmentos de código o estructuras JSON
<CourseFloatingBanner chapter={2} classNames="absolute z-10 right-0 top-0" notebooks={[ {label: "Google Colab", value: "https://colab.research.google.com/#fileId=https://huggingfac…
Productivity
setup-project
Initializes or audits Codex project configuration. Use manually to create or update AGENTS.md, goal.md, docs/project-memory, .Codex/skills, .Codex/agents, .Codex/hooks, .Codex/rule…
AI / ML
Multi-Agent Systems in ADK
<div class="language-support-tag"> <span class="lst-supported">Supported in ADK</span><span class="lst-python">Python v0.1.0</span><span class="lst-typescript">Typescript v0.2.0</s…
Research
Agents Radar
OpenClaw 今日呈现**高强度开发态势**：24小时内产生 **500 条 Issues 更新**（340 活跃/160 关闭）与 **500 条 PR 更新**（270 待合并/230 已处理），无新版本发布。社区焦点集中在**跨平台桌面应用缺失**（Linux/Windows）、**工具执行能力频繁失效**（exec/read/write 工具回归…
AI / ML
Phase 5 — Triage Agent System
After a playtest session produces seat logs, suspicion logs, a scrubbed god-event `events.jsonl`, a WS-lifecycle `connections.jsonl`, and a `coverage.md` report, a pool of triage a…
Engineering
ACP agents
[Agent Client Protocol (ACP)](https://agentclientprotocol.com/) sessions let LADA run external coding harnesses (for example Pi, LADA, Codex, Cursor, Copilot, LADA ACP, OpenCode, G…
AI / ML
Tds P1
[LLM Agents: Building AI Systems That Can Think and Act](#/llm-agents?id=llm-agents-building-ai-systems-that-can-think-and-act) ----------------------------------------------------…
AI / ML
Tds Project 1
[LLM Agents: Building AI Systems That Can Think and Act](#/llm-agents?id=llm-agents-building-ai-systems-that-can-think-and-act) ----------------------------------------------------…
AI / ML
Tds Project1
[LLM Agents: Building AI Systems That Can Think and Act](#/llm-agents?id=llm-agents-building-ai-systems-that-can-think-and-act) ----------------------------------------------------…
AI / ML
Tds Virtual Ta
[LLM Agents: Building AI Systems That Can Think and Act](#/llm-agents?id=llm-agents-building-ai-systems-that-can-think-and-act) ----------------------------------------------------…
Testing
Testing
[LLM Agents: Building AI Systems That Can Think and Act](#/llm-agents?id=llm-agents-building-ai-systems-that-can-think-and-act) ----------------------------------------------------…
AI / ML
Virtual Ta Tds Iitm
[LLM Agents: Building AI Systems That Can Think and Act](#/llm-agents?id=llm-agents-building-ai-systems-that-can-think-and-act) ----------------------------------------------------…
Research
Autonomous Data Agents (DataAgents)
Position/survey paper arguing for autonomous "DataAgents" that integrate LLM reasoning with task decomposition, action grounding, and tool calling for end-to-end data tasks (Fu, Wa…
AI / ML
Zebra Hunter
agent = Agent( name="AgentName", instructions="Detailed instructions for the agent", model="gpt-4o", # or "o3-mini" for lighter tasks tools=[WebSearchTool(), CustomTool()], # Optio…
Data
Eventtrader
Build a catalog of **data subagents** (Task-parallel) that lets any primary agent fetch: - **Internal data**: Neo4j (reports, news, transcripts, XBRL, entities) - **External data**…
AI / ML
09. RAG 与语言智能体
本页是网站中的第 9 个 CS224n 专题，内容对应官方 PPT `Lecture 10: RAG and Language Agents`。PPT 前几页先收尾上一讲的 Adapter 和高效适配，本页只简要定位；主体是 open-domain question answering、retrieval augmented generation、langu…
Research
Big Model Radar
OpenClaw 社区活跃度持续高位运行，过去24小时内共产生 **500条 Issues 更新**（新开/活跃 486 条，关闭 14 条）和 **500条 PR 更新**（待合并 468 条，已合并/关闭 32 条），显示出强烈的开发参与和问题反馈意愿。项目整体处于高迭代节奏，但 Issue 关闭率偏低（仅2.8%），表明存在响应延迟或修复周期较长的问题…
AI / ML
Orionstar25.github.io
Have multiple agents such that we breakdown a complex task into simpler/parallel subtasks and allow separate agents to handle them, e.g., 1 agent is solely responsible for reasearc…
AI / ML
Otchallenge
Build a single AI agent that reads 8 referral inbox items for a pediatric therapy practice (Cedar Kids Therapy) and produces structured triage output: classification, urgency, inta…
Engineering
AI coding assistant guidelines: Firebase Admin Java SDK
This document defines repository-wide expectations, code styles, and Checkstyle compliance metrics that every autonomous AI coding agent or pair programming assistant must strictly…
AI / ML
Agents#
LlamaIndex provides a comprehensive framework for building agentic systems with varying degrees of complexity: * **If you want to build agents quickly** : Use our prebuilt agent an…
Productivity
Repository Guidelines
When implementation starts, keep the layout predictable: - `src/`: application code - `tests/`: automated tests mirroring `src/` - `docs/`: design notes and operational documents -…
AI / ML
Appunti
Foe each possible percept sequence, a rational agent should select an action that is expected to maximize its [[performance measure]], given the evidence provided by the percept se…
AI / ML
Reactsummit Demo
Since the original LLM OS discussion in [Nov 2023,](https://x.com/karpathy/status/1723140519554105733?lang=en) people have been hard at work figuring out what goes into the "standa…
AI / ML
Audit A-06: Gouvernance Multi-Agents
Student project `2.1.6_multiagent_governance_prototype` delivered a multi-agent governance simulation with 7 voting methods, conflict resolution, consensus metrics, coalition analy…
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