Agent Building skills

Browse reusable Agent Skills, each with a clear purpose and practical guidance.

ag2-structured-output

Get a typed Python value back from an AG2 beta `Agent` instead of free text. Pass `response_schema=` (a Pydantic model, dataclass, primitive, union, `ResponseSchema`, or `@response_schema` validator) and read the parsed result via `await reply.content()`. Use when the user wants validated structured output, classification, extraction, or scoring. Covers `ResponseSchema`, `@response_schema`, `PromptedSchema` (for providers without native structured output), per-turn override, validation retries, and primitive embedding.

245 repo starsObserved in 1 repos
Agent Building
GitHub

ag2-subagent-delegation

Delegate work from one AG2 beta `Agent` to another. Two patterns — auto-injected `run_subtask` / `run_subtasks(parallel=True)` (opt in via `tasks=TaskConfig(...)`) for self-delegation and parallel fan-out, and `Agent.as_tool()` for named delegates between distinct agents. Use when one coordinator should spawn sub-tasks, fan out concurrent work, or hand off to a specialist agent. Covers context flow, recursion safety, and `persistent_stream` for sub-task history.

245 repo starsObserved in 1 repos
Agent Building
GitHub

ag2-use-builtin-tools

Wire AG2 beta's shipped tools into an `Agent` — both provider-native server-side tools (web search, web fetch, code execution, MCP, image generation, memory) and locally-executed common toolkits (filesystem, DuckDuckGo, Exa, Tavily, skills). Use when the user wants capabilities AG2 already ships rather than writing custom Python. For shell commands see `ag2-shell-tool`; for custom Python tools see `ag2-add-custom-tool`.

245 repo starsObserved in 1 repos
Agent Building
GitHub

botpress

Botpress integration. Manage Bots. Use when the user wants to interact with Botpress data.

245 repo starsObserved in 1 repos
Agent Building
GitHub

openai

OpenAI integration. Manage Assistants, Files. Use when the user wants to interact with OpenAI data.

245 repo starsObserved in 1 repos
Agent Building
GitHub

promptmateio

Promptmate.io integration. Manage Prompts, PromptSets, Variables, Templates, Models, Users and more. Use when the user wants to interact with Promptmate.io data.

245 repo starsObserved in 1 repos
Agent Building
GitHub

rasa

Rasa integration. Manage Assistants. Use when the user wants to interact with Rasa data.

245 repo starsObserved in 1 repos
Agent Building
GitHub

newstaff

Skill for hiring and creating new Digital Anima in the AnimaWorks organization. Create a character sheet (Markdown) based on interviews, then use the CLI command (animaworks anima create) to generate identity/injection/permissions in bulk. After creation, self-configure via bootstrap. "Create a new employee", "Hire someone", "New employee", "Hiring", "Create Anima", "Recruitment", "Add team member", "Expand the team", "Add staff", "Create subordinate", "hire", "recruit", "team member"

244 repo starsObserved in 1 repos
Agent Building
GitHub

python-agent-engine

A production-ready Python AI Agent engine using LangChain. Supports ReAct pattern, tool calling, and thinking process tracking.

244 repo starsObserved in 1 repos
Agent Building
GitHub