verification-loop

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UpdatedMay 20, 2026 at 08:54

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.

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Benkapner

Benkapner/claude-code-basecamp

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SKILL.md

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name	verification-loop
version	1.0
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.

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.

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name	verification-loop
version	1.0
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.

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.