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create-atomic-schema

Skill

Design and write a `BaseIOSchema` input/output pair for an Atomic Agents agent or tool — docstrings, field descriptions, validators, error variants. Use when the user asks to "create a schema", "design the input/output schema", "define an `IOSchema`", "write a `BaseIOSchema`", "model the agent's out

6.1KDocumentation

Install

git clone https://github.com/BrainBlend-AI/atomic-agents.git ~/.claude/skills/create-atomic-schema

What is create-atomic-schema?

Design and write a `BaseIOSchema` input/output pair for an Atomic Agents agent or tool — docstrings, field descriptions, validators, error variants. Use when the user asks to "create a schema", "design the input/output schema", "define an `IOSchema`", "write a `BaseIOSchema`", "model the agent's output", or runs `/atomic-agents:create-atomic-schema`.

What this can do

Capabilities declared in this component's own frontmatter — not inferred.

Inherit all session tools

Declares no tool restrictions — inherits every session tool

~88 tokens of context used while enabled, before you invoke anything

Trust

91/100 · Excellent

2 factors scored below maximum

Documentation

README · ~4 min read

Create an Atomic Agents Schema

Author a BaseIOSchema pair (input and/or output) that becomes the contract between an agent or tool and its caller. The framework enforces docstrings on every subclass, and Instructor flows field descriptions into the LLM prompt — so the schema is part of the prompt, not just typing.

For deep material (validators, discriminated unions, error envelopes), the authority is ../framework/references/schemas.md. This skill is the action-oriented path: clarify → write → validate.

When this fires vs the umbrella framework skill

  • This skill: the user is creating or modifying a specific schema — e.g. "design the output schema for the planner agent", "add a field to WeatherInput", "split the result into success and failure variants".
  • framework skill: the user is asking about Atomic Agents in general or doing something other than authoring schemas.

Phase 1 — Clarify

Ask only what is not already obvious from context. Bundle into one message; do not interrogate one-at-a-time.

  1. Caller — is this for an AtomicAgent, a BaseTool, both (an agent that emits a tool-input schema), or a nested sub-schema?
  2. Direction — input only, output only, or a paired Input/Output?

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