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Verification loop

Skill Benkapner/claude-code-basecamp/skills/verification-loop

A meta-repository for Claude Code users that includes workspace setup (skills, commands, hooks)

Install
npx -y skills add Benkapner/claude-code-basecamp --skill verification-loop

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One thing to look at

  • 14 stars14 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.

What its author says it does

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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.

SKILL.md

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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.

Keep looking

Skills are one crate of 328,083. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.