hybridlabor-api/bdb-dev-optimized-agent-skills · skills/global_config/llm-structured-output/SKILL.md

llm-structured-output skillA

llm-structured-output is agent-read markdown (skill) from hybridlabor-api/bdb-dev-optimized-agent-skills: Get reliable JSON, enums, and typed objects from LLMs using response_format, tool_use, and schema-constrained decoding across OpenAI, Anthropic, and Google APIs..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add hybridlabor-api/bdb-dev-optimized-agent-skills/llm-structured-output@git:20260827.a62304a
Exact content
mdr add hybridlabor-api/bdb-dev-optimized-agent-skills/llm-structured-output@sha256:d34cbf9c83e99b34

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_2suyewccgjhgzfpr.svg)](https://markdownregistry.com/a/art_2suyewccgjhgzfpr)

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Versions

versioncommittedcommitsizeaudit
git:20260827.a62304a latest2026-08-27 a62304a 15,577 BA view · diff
git:20260827.e9312a32026-08-27 e9312a3 15,577 BB view · diff
git:20260727.48beb342026-07-27 48beb34 15,559 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (15577 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

GitHub

hybridlabor-api/bdb-dev-optimized-agent-skills · 6 stars · license Apache-2.0 · pushed 2026-09-15 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_2suyewccgjhgzfpr
GET https://markdownregistry.com/api/v1/resolve?ref=hybridlabor-api/bdb-dev-optimized-agent-skills/llm-structured-output
GET https://markdownregistry.com/api/v1/blob/d34cbf9c83e99b34e9702cc8f4f5d32bd392e1d1b27cd74150d395fba263cb63

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.