组织

Pydantic

Pydantic, Pydantic Logfire and Pydantic AI

访问官网 ↗更新于 2026-11-11

Skills
27
仓库
1
职业覆盖
1
场景覆盖
4
Stars
★ 2.1w

Pydantic 的 Skills 27

pydantic
pydantic/pydantic-ai

building-pydantic-ai-agents

Build AI agents with Pydantic AI — tools, capabilities (including on-demand loading), workspaces, structured output, streaming, testing, and multi-agent patterns. Use when the user mentions Pydantic AI, imports pydantic_ai, or asks to build an AI agent, add tools/capabilities, attach a workspace, defer capability loading, stream output, define agents from YAML, or test agent behavior.

测试与质量Skill与智能体开发
★ 2.1w
pydantic
pydantic/pydantic-ai

pushing-commits-to-the-repo

Open and advance a PR — write current metadata, apply the bounded pre-push review gate and its exemptions, push, watch CI, and triage comments. Use whenever you open a PR or push a commit.

★ 2.1w
pydantic
pydantic/pydantic-ai

add-new-model

Add support for a newly-released language or image generation model in pydantic-ai (e.g. openai:gpt-5.6, anthropic:claude-sonnet-5, openai:gpt-image-2). Use when a provider ships a new model id and you need to wire literals, profile flags, adapters, and tests to recognize it. Handles SDK-lag, gateway list conventions, capability probing, and direct image-model geometry.

图像与多媒体
★ 2.1w
pydantic
pydantic/pydantic-ai

migrating-agno-to-pydantic-ai

Migrate Python Agno applications to Pydantic AI and, only when needed, Pydantic AI Harness. Use when source code imports `agno` or relies on Agno agents, teams, workflows, sessions, memory, knowledge, tools, hooks, guardrails, approvals, skills, streaming, or AgentOS.

★ 2.1w
pydantic
pydantic/pydantic-ai

reviewer

Review changes.

★ 2.1w
pydantic
pydantic/pydantic-ai

pydantic-ai-harness

Extend Pydantic AI agents with capabilities from pydantic-ai-harness -- the Coder coding agent, file and shell tools in local or sandboxed workspaces (Modal, E2B, Render, Sprites, Daytona, boxd, smolvm, BoxLite), Code Mode, sub-agents and planning, memory and skills, context compaction, guardrails and spend limits, web research and browsers, hosted SaaS integrations, step persistence, and background agents on Render Workflows. Use when the user mentions pydantic-ai-harness or pydantic_ai_harness, imports a harness capability such as Coder, CodeMode, FileSystem, Shell, SubAgents, Memory, or ToolGuardrail, or wants a Pydantic AI agent that edits files, runs commands or agent-written Python, delegates, remembers, manages long context, stays within limits, or runs model and tool operations as chained Render task runs.

资料检索与研究Skill与智能体开发
★ 2.1w
pydantic
pydantic/pydantic-ai

migrating-deep-agents-to-pydantic-ai-harness

Migrate Python LangChain Deep Agents applications to Pydantic AI and Pydantic AI Harness. Use when the source uses the upstream `deepagents` package or demonstrably reproduces its middleware, backends, skills, memory, subagents, or sandbox contracts. Use `migrating-langchain-to-pydantic-ai` for plain LangChain, LangGraph, or LCEL migrations and `pydantic-ai-harness` for greenfield Harness usage.

★ 2.1w
pydantic
pydantic/pydantic-ai

migrating-vercel-ai-sdk-and-eve-to-pydantic-ai

Migrate TypeScript Vercel AI SDK or Eve applications to Python with Pydantic AI and, only when needed, Pydantic AI Harness. Use when source code imports `ai`, `@ai-sdk/*`, or `eve`, or relies on `generateText`, `streamText`, `ToolLoopAgent`, `useChat`, Eve agents, tools, skills, subagents, approvals, sessions, channels, schedules, or sandboxes.

★ 2.1w
pydantic
pydantic/pydantic-ai

migrating-pi-to-pydantic-ai

Migrate TypeScript Pi coding-agent applications, extensions, or packages to Python with Pydantic AI and Pydantic AI Harness. Use when source code imports `@earendil-works/pi-*`, calls `createAgentSession`, registers Pi extensions, or relies on Pi tools, hooks, skills, sessions, compaction, providers, TUI, RPC, or packages.

★ 2.1w
pydantic
pydantic/pydantic-ai

migrating-openai-agents-sdk-to-pydantic-ai

Migrate Python OpenAI Agents SDK applications to Pydantic AI and, when warranted, Pydantic AI Harness. Use for `agents.Agent`, `Runner`, function tools, handoffs, guardrails, sessions, human approval, streaming, or `SandboxAgent`. Do not use for applications built directly on the OpenAI Responses API without the Agents SDK runtime.

★ 2.1w
pydantic
pydantic/pydantic-ai

migrating-mastra-to-pydantic-ai

Migrate TypeScript Mastra applications to Python with Pydantic AI and, only when needed, Pydantic AI Harness. Use when source code imports `@mastra/*` or relies on Mastra agents, tools, workflows, memory, processors, streaming, approvals, skills, or subagents.

★ 2.1w
pydantic
pydantic/pydantic-ai

migrating-langchain-to-pydantic-ai

Migrate Python LangChain, LangGraph, or Deep Agents applications to Pydantic AI and, when the source uses harness features, Pydantic AI Harness. Use for LangChain agents, chains, LCEL, direct LangGraph graphs, persistence, interrupts, streaming, and `create_deep_agent` projects with planning, filesystem or sandbox backends, skills, memory, subagents, permissions, approvals, or Deep Agents Code hosts.

★ 2.1w
pydantic
pydantic/pydantic-ai

migrating-google-adk-to-pydantic-ai

Migrate Python Google Agent Development Kit (ADK) applications to Pydantic AI. Use for `LlmAgent`, `Runner`, sessions, state, memory, tools, callbacks, plugins, graph or dynamic workflows, resumability, events, artifacts, MCP, and ADK deployment boundaries.

Skill与智能体开发
★ 2.1w
pydantic
pydantic/pydantic-ai

migrating-claude-agent-sdk-to-pydantic-ai

Migrate Python applications from the Claude Agent SDK to Pydantic AI and, only when needed, Pydantic AI Harness. Use when source code imports `claude_agent_sdk` or relies on Claude Code's agent loop, sessions, built-in tools, hooks, permissions, skills, or subagents. Do not use for the Anthropic Messages SDK or Claude Managed Agents.

Skill与智能体开发
★ 2.1w
pydantic
pydantic/pydantic-ai

testing-skill

Record, rewrite, and debug VCR cassettes for HTTP recordings. Use when running tests with --record-mode, verifying cassette playback, or inspecting request/response bodies in YAML cassettes.

测试与质量Skill与智能体开发
★ 2.1w
pydantic
pydantic/pydantic-ai

branch-context

暂无简介

★ 2.1w
pydantic
pydantic/pydantic-ai

refresh-issue-brief

Re-fetch the GitHub issue(s) linked in issue-brief.md and update the brief if new comments shift scope, criteria, or constraints. User-invoked only — never run automatically. Use when the user flags new issue activity (e.g. "check the latest comments on the issue").

★ 2.1w
pydantic
pydantic/pydantic-ai

pre-push-review

Review candidate content locally under the scope, exemptions, and three-review budget defined by pushing-commits-to-the-repo

★ 2.1w