Verification Loop

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, /review, /quality-gate) invoke different subsets of this skill.

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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?)
  • /review → Phase 5 (is the code good?)
  • /quality-gate → Phases 1-4 + Phase 6 (safe to push?)

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.

majiayu000/claude-skill-registry-data/tree/main/development/unknown-redhat-community-ai--claude-code-setup-ev-3 commit 99f8b13ac9

Frequently asked questions

npx skillmds@latest add majiayu000/verification-loop-6