verification-loop

Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/benkapner-verification-loop

About

Use cases: data, security

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Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools

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Install scripts

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What's inside

Skill name

verification-loop

Description

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.

License

MIT

Instructions

24 lines in SKILL.md · view on GitHub

# Verification Loop

The single source of truth for all code checks. Commands invoke specific phases:
- `/verify` → Phases 1-4 (does my code work?)
- `/quality-gate` → Phases 1-4 + Phase 6 (safe to push?)

Phase 5 (code review) runs when the user asks for a code review directly.

## When to Activate

- After completing a feature or significant code change
- Before creating an MR/PR
- After refactoring
- When the user says "verify", "review", "check", or "quality gate"

## Phases

Read `skills/phases.md` for all 7 phases with exact commands, the code review checklist, and the output format.

## Behavioral Rules

Read `guidelines.md` for verdict rules, coverage targets, and escalation criteria.

Signals

Stars

18

Forks

4

Open issues

0

Last commit (this folder)

Sep 14, 2026 (1 month ago)

From GitHub (fetched Oct 24, 2026).

Details

License

MIT

Repository

github.com/Benkapner/claude-code-basecamp

First seen

Oct 24, 2026

Last checked

Oct 24, 2026

Source

GitHubgithub-graphql