What is included in the Perfection Report?

The report includes a summary of items verified, a detailed log of high and low-priority changes with their justifications, and a list of official sources used for verification.

How does the 'Audit + Fix' process work?

Unlike traditional methods that audit first and fix later, this skill fixes issues immediately upon discovery. This prevents redundant research and ensures the skill file is perfected in a single pass.

When should I use the Python preflight script?

The preflight script is advisory and recommended specifically for Python-heavy skills to catch syntax errors early. It can be skipped for other languages or if the output is confusing.

Is this skill restricted to the DSPy framework?

No. While hosted in a DSPy-related repository, the methodology is designed to audit and fix any Claude Code skill file regardless of the primary technology or framework.

What is a Claude Code Skill?

A Claude Code Skill is a specialized capability that provides domain-specific guidance, best practices, and implementation patterns to enhance Claude's performance on specific tasks.

Skill Perfection & QA

Name: Skill Perfection & QA
Author: OmidZamani

byOmidZamani

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Learning & Documentation

Audits and repairs Claude Code skill files by verifying technical content against official documentation and fixing issues in-place.

Skill Perfection provides a systematic, single-pass methodology for maintaining the integrity and accuracy of plugin skill files. It streamlines the process of auditing code snippets, API signatures, and documentation links against official sources, fixing discrepancies immediately to eliminate redundant iterations and research. Designed for developers maintaining complex skill repositories, it includes an advisory Python preflight check and generates comprehensive verification reports to ensure all technical instructions remain accurate, executable, and aligned with current best practices.

Key Features

01Automated generation of detailed Markdown perfection reports for change tracking.

02Optional Python-specific preflight script for rapid syntax validation.

0331 GitHub stars

04Systematic verification of API signatures, imports, and syntax against official documentation.

05Batched research strategy to minimize web search latency and optimize verification speed.

06Single-pass 'Audit + Fix' workflow to eliminate redundant research and iterations.

Use Cases

01Validating and updating outdated code examples and import paths in existing skill files.

02Standardizing skill file quality and technical accuracy before merging contributions.

03Ensuring third-party API signatures in skills match the latest official library releases.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add omidzamani/dspy-skills skill-perfection

For use in Claude.ai and ChatGPT

Download Skill