benkapner/claude-code-basecamp · skills/verification-loop/SKILL.md

verification-loop skillA

verification-loop is agent-read markdown (skill) from benkapner/claude-code-basecamp: Unified verification engine for Python data science projects. Covers environment checks, type checking, linting, tests, security scans, code review with DS anti-patterns, and notebook checks. Commands (/verify, /quality-gate) invoke different subsets of this skill..

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 benkapner/claude-code-basecamp/verification-loop@v1.0
Exact content
mdr add benkapner/claude-code-basecamp/verification-loop@sha256:c6ec976cd0bc76b4

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_u7eljsxkq5krxf5s.svg)](https://markdownregistry.com/a/art_u7eljsxkq5krxf5s)

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Versions

versioncommittedcommitsizeaudit
v1.0 latest2026-05-20 ee0e656 1,033 BA view · diff
v1.02026-05-08 14fd34d 1,011 BA view · diff
v1.02026-05-03 e137ad2 3,265 BA view · diff
v1.02026-04-27 7a97416 3,271 BA view · diff
v1.02026-04-01 96bc169 3,512 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 (1033 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

benkapner/claude-code-basecamp · 16 stars · license MIT · pushed 2026-09-14 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_u7eljsxkq5krxf5s
GET https://markdownregistry.com/api/v1/resolve?ref=benkapner/claude-code-basecamp/verification-loop
GET https://markdownregistry.com/api/v1/blob/c6ec976cd0bc76b46e845ee9aee2f0c2ed168eadbec4d10634fc2387a68dd258

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