Agent Academy

Agent Academy is a free, source-linked library of skills, prompts, MCP servers and bot templates, organised into courses by profession, for people who hand real work to AI agents: 1,467 live resources, each with its original link, license and safety tags.

Skill

scaffold-python-recipe

This skill should be used when the user wants to "create a new Python ADK recipe", "scaffold a new Python recipe", "generate a new Python recipe in contrib", "add a new Python recipe to the adk-recipes repository", or "create a Python adk recipe". It utilizes an automated script to copy template files and resolve basic placeholders.

No credentialsDoes not send

https://github.com/google/adk-recipes/blob/main/.agents/skills/scaffold-python-recipe/SKILL.md

Install
npx skills add google/adk-recipes --skill scaffold-python-recipe

Original content

Full originalApache-2.0Source

Republished in full under its license, with attribution. The source is authoritative.

name: scaffold-python-recipe
description: >
  This skill should be used when the user wants to "create a new Python ADK recipe",
  "scaffold a new Python recipe", "generate a new Python recipe in contrib",
  "add a new Python recipe to the adk-recipes repository", or "create a Python adk recipe".
  It utilizes an automated script to copy template files and resolve basic placeholders.
metadata:
  author: Google
  license: Apache-2.0
  version: 1.0.0

Scaffolding a New Python ADK Recipe

Use this skill to scaffold a new Python ADK recipe inside this repository using the automated script at scripts/scaffold.py.


Rules

  1. No Manual Boilerplate Writing: Always use scripts/scaffold.py to create the recipe. Never write the boilerplate files manually.
  2. Do Not Modify After Scaffolding: Once the script runs successfully, do not make any further changes to the recipe in this turn.
  3. Use the Correct Terminology (Recipe): Always refer to what is being created as a recipe, never as a "project". Ensure all output messages, instructions, and explanations to the user use "recipe" exclusively.

Inputs

You must have both pieces of information below before running the script. If either is missing or was not explicitly provided by the user, ask for it — do not assume or use a default.

1. Output Directory (Required — must ask if not provided)

The user must choose one of these valid locations:

  • contrib/python/ — community recipes; preferred for new Python recipes
  • core/python/ — curated recipes
  • contrib/ — legacy flat layout, still accepted; prefer contrib/python/

If the user has not specified which directory, ask them to choose. Do not proceed until a valid choice is confirmed.

This skill cannot scaffold a vertical plugin (plugins/<vertical>/<solution>/). Those have a different shape — SKILL.md, EVAL.yaml, scripts/, assets/, references/, tests/unit/ — and no template ships for them yet. If the user asks for one, tell them so rather than scaffolding into the wrong place.

2. Recipe Name (Required — must ask if not provided)

The recipe name must satisfy all of the following rules:

  • Contains only lowercase letters and hyphens (a-z, -)
  • Is 30 characters or less
  • Does not start or end with a hyphen

If the user provided a name, validate it against these rules before proceeding. If it is invalid, explain which rule it violates and ask for a corrected name. Do not proceed until a valid name is confirmed.


Run

Execute the scaffold script:

python3 .agents/skills/scaffold-python-recipe/scripts/scaffold.py --name <RECIPE_NAME> --output-dir <OUTPUT_DIRECTORY>

*The script accepts exactly two flags: --name (required) and --output-dir (required). Do not pass any other flags.*


Respond

Once the script succeeds, inform the user the recipe is ready and highlight the following required next steps:

  1. Update manifest.yaml: Fill in the description, ownership.team, and ownership.poc fields (placeholders are marked with TODO:). This file is validated by CI and must not contain placeholder values. Use the generate-manifest skill if you want it populated automatically from the source code.
  2. Update README.md: Replace the generic title and description with details specific to this recipe (ownership/POC live in manifest.yaml, above — not in the README).

Then, provide these quick-start commands:

cd <OUTPUT_DIRECTORY>/<RECIPE_NAME>
uv sync                  # install dependencies
uv run pytest            # run the test suite
uv run adk run app       # run the agent interactively

Do not make any further changes. End your turn.

Related

SkillSoftware engineering

claude-api

Reference for the Claude API / Anthropic SDK — model ids, pricing, params, streaming, tool use, MCP, agents, caching, token counting, model migration. TRIGGER — read BEFORE opening the target file; don't skip because it "looks like a one-liner" — whenever: the prompt names Claude/Anthropic in any form (Claude, Anthropic, Fable, Opus, Sonnet, Haiku, `anthropic`, `@anthropic-ai`, `claude-*`, `us.anthropic.*`,…

Sourcegithub.com/anthropics/skills/blob/main/skills/claude-api/SKILL.md

No credentialsDoes not sendApache-2.0
SkillSoftware engineering

doc-coauthoring

Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or similar…

Sourcegithub.com/anthropics/skills/blob/main/skills/doc-coauthoring/SKILL.md

No credentialsDoes not sendnot stated
SkillSoftware engineering

mcp-builder

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).

Sourcegithub.com/anthropics/skills/blob/main/skills/mcp-builder/SKILL.md

No credentialsDoes not sendApache-2.0
SkillSoftware engineering

skill-creator

Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.

Sourcegithub.com/anthropics/skills/blob/main/skills/skill-creator/SKILL.md

No credentialsDoes not sendApache-2.0
SkillSoftware engineering

webapp-testing

Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.

Sourcegithub.com/anthropics/skills/blob/main/skills/webapp-testing/SKILL.md

No credentialsDoes not sendApache-2.0
SkillSoftware engineering

ai-debt-detector

Use after generating code, after accepting AI suggestions, or when reviewing AI-written modules. Also use when code works but feels brittle, when error handling seems thin, when orphaned resources or missing cleanup are suspected, or when the agent claims done but hidden debt may exist. Catches the specific failure patterns AI agents produce that humans would not.

Sourcegithub.com/wshobson/agents/blob/main/plugins/skill-forge-essentials/skills/ai-debt-detector/SKILL.md

No credentialsDoes not sendMIT