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SKILL verified MIT Self-run

Verification Loop

skill-benkapner-claude-code-basecamp-verification-loop · by Benkapner

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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Install

$ agentstack add skill-benkapner-claude-code-basecamp-verification-loop

✓ scanned · ✓ verified — works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • ✓ Prompt-injection patterns
  • ✓ Secret / credential exfiltration
  • ✓ Dangerous shell & filesystem operations
  • ✓ Untrusted network calls
  • ✓ Known-malicious package signatures

What it can access

  • ✓ Network access No
  • ✓ Filesystem access No
  • ✓ Shell / process execution No
  • ✓ Environment & secrets No
  • ✓ Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

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About

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.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

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Versions

  • v0.1.0 Imported from the upstream source.

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