jinning6/noosphere · shared_skills/releases/1.0.0/fastapi-response-contract-boundary/SKILL.md

fastapi-response-contract-boundary skillA

fastapi-response-contract-boundary is agent-read markdown (skill) from jinning6/noosphere: Audit and fix FastAPI/Pydantic response contract failures and analytics metric drift. Use when endpoints return ResponseValidationError/500, legacy JSON rows miss required response fields, response_model schemas need compatibility normalizers, or dashboard/trend/report APIs disagree on a canonical metric..

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 jinning6/noosphere/fastapi-response-contract-boundary@git:20260715.10fc9a0
Exact content
mdr add jinning6/noosphere/fastapi-response-contract-boundary@sha256:97170e446bdc1c3a

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_qpjzkkaqjqbsd6wz.svg)](https://markdownregistry.com/a/art_qpjzkkaqjqbsd6wz)

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Versions

versioncommittedcommitsizeaudit
git:20260715.10fc9a0 latest2026-07-15 10fc9a0 3,385 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 (3385 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

jinning6/noosphere · 18 stars · license Apache-2.0 · pushed 2026-09-14 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_qpjzkkaqjqbsd6wz
GET https://markdownregistry.com/api/v1/resolve?ref=jinning6/noosphere/fastapi-response-contract-boundary
GET https://markdownregistry.com/api/v1/blob/97170e446bdc1c3a648467bd83efd623a3dbd55b9906bb6c254cecd088315503

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