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pantheon-ai/skill-quality-auditor

Audit and improve skill collections with an 8-dimension scoring framework, duplication detection, remediation planning, and CI quality gates; use when evaluating skill quality, generating remediation plans, validating report format, or enforcing repository-wide skill artifact conventions.

Does it follow best practices?

Evaluation93%

1.33x

Agent success when using this tile

Validation for skill structure

Overview
Skills
Evals
Files

task.mdevals/scenario-4/

Technical Documentation Enhancement

Problem/Feature Description

Your development team maintains a technical documentation library covering various software engineering practices. Recent user feedback indicates that while the documentation explains what to do correctly, it lacks clarity about what NOT to do and why certain approaches fail.

Users have specifically requested more guidance on common mistakes and pitfalls. They want to understand not just the right way to implement features, but also the consequences of wrong approaches so they can avoid making costly errors in production.

The documentation lead wants you to enhance existing technical content by adding comprehensive guidance about problematic patterns, common mistakes, and their real-world consequences. The enhanced documentation should use strong, clear language to warn about dangerous practices and provide concrete examples showing both bad and good approaches.

Output Specification

Create enhanced documentation that includes:

  1. enhanced-guide.md - Technical guide with comprehensive anti-pattern coverage
  2. pattern-examples.md - Side-by-side comparisons of bad vs good approaches
  3. consequence-analysis.md - Detailed explanation of what breaks when anti-patterns are used
  4. documentation-methodology.md - Your approach to documenting anti-patterns effectively

Input Files

The following files are provided as inputs. Extract them before beginning.

=============== FILE: inputs/original-guide.md ===============

Security Best Practices

Authentication

Use secure authentication methods in your applications.

Data Validation

Always validate user input to prevent issues.

Database Access

Use proper database access patterns for security.

Error Handling

Handle errors appropriately in your application.

Code Examples

Here are some good examples:

// Authentication
const user = authenticate(token);

// Validation
const isValid = validate(input);

// Database
const result = db.query(sql, params);
=============== FILE: inputs/user-feedback.json ===============
{
  "feedback_items": [
    "Need more examples of what NOT to do",
    "Want to understand why certain approaches fail",
    "Show consequences of common mistakes",
    "Use stronger language for dangerous practices",
    "Include real-world failure scenarios"
  ],
  "priority_areas": [
    "SQL injection vulnerabilities", 
    "Authentication bypasses",
    "Input validation failures"
  ]
}

Install with Tessl CLI

npx tessl i pantheon-ai/skill-quality-auditor

evals

SKILL.md

tile.json