When is the best time to trigger this skill?

It is most effective as a mid-implementation checkpoint, such as after completing a batch of tasks within a larger implementation plan.

How does this skill differ from a standard code review?

While standard reviews focus on code style and logic, this skill specifically monitors alignment with the original feature specification and implementation plan during active development.

What kind of issues does the compliance report include?

The report identifies specification mismatches, plan deviations, code quality issues, testing deficiencies, security vulnerabilities, and performance bottlenecks.

Does it work with subagent workflows?

Yes, it is designed to integrate with subagent-driven development to catch issues early after each sub-task is completed.

Implementation Compliance Reviewer

Name: Implementation Compliance Reviewer
Author: samjhecht

bysamjhecht

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협업 도구

Reviews in-progress code against specifications and implementation plans to ensure technical alignment and quality.

This skill acts as an automated Principal Engineer, performing mid-implementation checkpoints to ensure that current development work aligns perfectly with feature specifications and project plans. It identifies discrepancies early by comparing the current code state against a baseline task, analyzing git diffs, and generating a structured JSON report that categorizes critical issues such as specification mismatches, testing deficiencies, and performance bottlenecks before they become technical debt.

주요 기능

01Structured JSON compliance reporting with categorized issue types

021 GitHub stars

03Integration with multi-task workflows for early architectural drift detection

04Verification of test coverage and test validity beyond simple mocking

05Automated comparison between implementation plans and active git diffs

06Quality gate checks for security, performance, and maintainability

사용 사례

01Verifying alignment between implementation and initial feature specifications

02Conducting mid-feature quality checkpoints during large-scale development tasks

03Catching architectural drift or testing gaps before a pull request is finalized

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add samjhecht/wrangler reviewing-implementation-progress

For use in Claude.ai and ChatGPT

Download Skill