structured-outputs SKILL.md skillA
structured-outputs from vodailocz/kilo-kit-mcp is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add vodailocz/kilo-kit-mcp/structured-outputs@git:20260821.05c0d52Pins git:20260821.05c0d52 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- vodailocz/kilo-kit-mcp
- Path
skills/engineering/structured-outputs/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260821.05c0d52, committed Aug 21, 2026
- Size
- 4,555 bytes
- Repository stars
- 27
- License
- Apache-2.0
Use when needing 100% type-safe, schema-valid data extraction from LLMs. Keywords: structured output, JSON schema, Pydantic, Zod, type-safe, constrained decoding, validation, tool use.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Structured Outputs & Type-Safe Extraction ## Overview The `structured-outputs` skill provides a framework for ensuring that language models produce data in deterministic, valid, and type-safe formats. This is essential for building robust AI-driven systems where LLM outputs must be consumed by downstream services, databases, or UI components. ## When To Use - When extracting structured data from unstructured text (e.g., invoices, logs, emails). - When controlling tool call arguments to guarantee they meet internal API specifications. - When you need to bridge the gap between non-deterministic LLM generation and deterministic software logic. - Whenever you see developers relying on regex parsing of unstructured model text. ## Core Concepts 1. **Schema Definition**: Defining the expected structure using JSON Schema, Pydantic (Python), or Zod (TypeScript). 2. **Validation**: Enforcing schema constraints at generation time or post-generation. 3. **Recovery**: Handling failures gracefully using self-healing loops. 4. **Constraint Generation**: Using techniques to force compliance during the generation process itself. ## Patterns ### 1. Strict Schema Contracts …
Read the whole file at its exact version.
How to install
mdr add vodailocz/kilo-kit-mcp/structured-outputs@sha256:b8190557c11148dbThe line at the top of this page pins the label git:20260821.05c0d52, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_dr4s5flgi357u6ta)
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Versions
The registry has recorded 1 version of this file, committed on Aug 21, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (4555 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
vodailocz/kilo-kit-mcp · 27 stars · license Apache-2.0 · pushed 2026-10-24 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_dr4s5flgi357u6ta GET https://markdownregistry.com/api/v1/resolve?ref=vodailocz/kilo-kit-mcp/structured-outputs GET https://markdownregistry.com/api/v1/blob/b8190557c11148db1044fad05054de07fe33bd70aba6af5b302639b445ae200b
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.