scrutinize

Trace actual execution paths to verify plans, PRs, or code changes.

Updated May 25, 2026
One-click install
npx skills add https://github.com/s6804062612242-afk/my-distro-linux-base-kernel --skill scrutinize-s6804062612242-afk
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: scrutinize
Source: https://github.com/s6804062612242-afk/my-distro-linux-base-kernel/tree/main/skills/engineering/scrutinize
Command: npx skills add https://github.com/s6804062612242-afk/my-distro-linux-base-kernel --skill scrutinize-s6804062612242-afk

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Outsider-perspective end-to-end review of a plan, PR, or code change. First questions intent and whether a simpler/more elegant approach would achieve the same goal, then traces the actual code path (not just the diff) to verify the change does what it claims. Output is concise, actionable, and every call carries its rationale. Trigger on /scrutinize and proactively whenever the user asks to review, audit, sanity-check, or get a second opinion on a plan, PR, diff, design doc, or proposed code change.

Core Features & Use Cases

  • Outsider perspective that reads the artifact cold and assesses intent.
  • End-to-end trace of real code paths (not diffs) to validate behavior.
  • Actionable findings with rationale and concrete, minimal changes.
  • Trigger on user queries to review plans, PRs, diffs, or designs.

Quick Start

Trigger a full outsider-end review of the given plan, PR, or code change to validate end-to-end behavior and surface actionable rationales.

Frequently Asked Questions about scrutinize

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I perform an end-to-end code review that validates actual execution paths?

End-to-end code review requires tracing real execution paths across the call graph rather than just reading diffs. This approach validates that the code change actually accomplishes its claimed intent and surfaces actionable findings with clear rationale for any necessary minimal changes.

What is an outsider-end review for a PR or design doc?

An outsider-end review is an assessment performed by reading a plan, PR, or design doc cold to question its intent. It evaluates whether a simpler approach would achieve the same goal, then traces the actual code path to verify the artifact does what it claims.

How to sanity-check a proposed code change before merging?

To sanity-check a proposed code change, trigger an outsider review that questions the artifact's intent and evaluates alternatives. It traces the actual execution paths to verify end-to-end behavior, delivering concise, actionable findings with rationale for any required fixes.

Can I audit a diff to see if a simpler approach would achieve the same goal?

Yes, you can audit a diff by applying an outsider perspective that first questions whether a simpler or more elegant approach would achieve the same goal. It then traces the actual code paths to confirm the change does what it claims.

Does code review based on tracing execution paths work for design docs?

Code review based on tracing execution paths works for design docs by assessing intent and traceability. It applies the same outsider-end logic to verify that the proposed design achieves its stated goals and surfaces actionable findings with clear rationale.