agent framework instructions

HKUDS/nanobot

Instructions file CodexOpenCode

Instructions for HKUDS/nanobot, covering project overview, development commands, python: run single test / lint, strict type checking (matches ci) and gateway.

HKUDS/nanobot

Instructions file

Instructions for HKUDS/nanobot, a project described as: Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps.

pydantic/pydantic-ai

Instructions file CodexOpenCode

Instructions for pydantic/pydantic-ai, covering your primary responsibility is to the project and its users, gathering context on the task, ensuring the task is ready for implementation, philosophy and requirements of all contributions.

pydantic/pydantic-ai

Instructions file

Instructions for pydantic/pydantic-ai, a project described as: How Python does AI. Agents, realtime voice, image generation, embeddings. Every model, every interface, typed end to end.

RightNow-AI/openfang

Instructions file CodexOpenCode

Instructions for RightNow-AI/openfang, a project described as: Open-source Agent Operating System.

RightNow-AI/openfang

Instructions file

Instructions for RightNow-AI/openfang, covering openfang — agent instructions, project overview, build & verify workflow, mandatory: live integration testing and how to run live integration tests.

eigent-ai/eigent

Instructions file CodexOpenCode

Instructions for eigent-ai/eigent, covering eigent agent instructions, ui work, product terminology and validation.

microsoft/agent-framework

Instructions file GitHub Copilot

Instructions for microsoft/agent-framework, covering github copilot instructions, repository structure and architectural decision records (adrs).

microsoft/agent-framework

Instructions file GitHub Copilot

Instructions for microsoft/agent-framework: See AGENTS.md for project structure and package documentation. Detailed conventions are in the agent skills under .github/skills/.

aden-hive/hive

Instructions file CodexOpenCode

AGENTS.md instructions for aden-hive/hive, covering repository guidelines, coding agent notes, multi-agent safety and change hygiene.

aden-hive/hive

Instructions file

Claude Code instructions for aden-hive/hive, a project described as: Multi-Agent Harness for Production AI.

Upsonic/Upsonic

Instructions file

Claude Code instructions for Upsonic/Upsonic, covering claude.md, project overview, ai operational guides, default pre-work consultation and keep documents/ai/explanation/ in sync with code.

strands-agents/harness-sdk

Instructions file CodexOpenCode

AGENTS.md instructions for strands-agents/harness-sdk, covering agent development guide - strands agents monorepo, context, monorepo layout, where the "why" lives: team/ and writing code.

strands-agents/harness-sdk

Instructions file

Claude Code instructions for strands-agents/harness-sdk, a project described as: Build an agent harness and control it end-to-end. Open-source SDK for production AI agents in Python & TypeScript - any model, any cloud.

open-multi-agent/open-multi-agent

Instructions file CodexOpenCode

AGENTS.md instructions for open-multi-agent/open-multi-agent, covering agents.md, repository map, commands, working rules and validation by change type.

open-multi-agent/open-multi-agent

Instructions file

Claude Code instructions for open-multi-agent/open-multi-agent, a project described as: TypeScript AI agent orchestration framework with dynamic workflows. Describe the goal, not the graph: a coordinator plans the task DAG at runtime and runs it on any LLM (Claude, ChatGPT, Gemini, DeepSeek, or local models).

microsoft/agent-governance-toolkit

Instructions file GitHub Copilot

Instructions for microsoft/agent-governance-toolkit, covering copilot instructions for agent-governance-toolkit, architecture, build, test, and lint, python and install (editable, all extras).

microsoft/agent-governance-toolkit

Instructions file CodexOpenCode

Instructions for microsoft/agent-governance-toolkit, covering agent governance toolkit - repository instructions, project overview, repository layout status, where changes belong and routing rules.

ag2ai/ag2

Instructions file CodexOpenCode

Instructions for ag2ai/ag2, covering ag2 development guidelines, ai-assisted contribution policy, architecture decision records (adr), code style guidelines and package structure.

TencentCloudADP/youtu-agent

Instructions file CodexOpenCode

AGENTS.md instructions for TencentCloudADP/youtu-agent, covering repository guidelines, project structure & module organization, build, test, and development commands, coding style & naming conventions and testing guidelines.

kungfu-systems/kungfu

Instructions file GitHub Copilot

Instructions for kungfu-systems/kungfu: Read and follow AGENTS.md before proposing or running changes. It is the shared agent router for this repository, including the canonical Shifu development and build entrypoint.

kungfu-systems/kungfu

Instructions file CodexOpenCode

Instructions for kungfu-systems/kungfu, covering agents.md, start from the person's objective, rules that always apply, load bounded context before changing the repository and execute and verify through shifu.

kungfu-systems/kungfu

Instructions file

Instructions for kungfu-systems/kungfu: Read and follow AGENTS.md before working in this repository. It routes both product use and contribution work to the repository sources of truth, including the requirement that development and build tasks enter through Shifu.

evalstate/fast-agent

Instructions file CodexOpenCode

Instructions for evalstate/fast-agent, covering fast-agent contributor notes and architectural orientation.