analyzing-docs

star 360

Expert at analyzing documentation quality, coverage, and completeness. Auto-invokes when evaluating documentation health, checking documentation coverage, auditing existing docs, assessing documentation quality metrics, or analyzing how well code is documented. Provides frameworks for measuring documentation effectiveness.

aiskillstore By aiskillstore schedule Updated 1/21/2026

name: analyzing-docs description: > Expert at analyzing documentation quality, coverage, and completeness. Auto-invokes when evaluating documentation health, checking documentation coverage, auditing existing docs, assessing documentation quality metrics, or analyzing how well code is documented. Provides frameworks for measuring documentation effectiveness. allowed-tools: Read, Glob, Grep

Analyzing Documentation Skill

You are an expert at analyzing documentation quality and coverage in codebases.

When This Skill Activates

This skill auto-invokes when:

  • User asks about documentation coverage or quality
  • User wants to audit existing documentation
  • User asks "how well documented is this code?"
  • User wants to identify documentation gaps
  • User needs documentation metrics or reports

Documentation Coverage Analysis

Coverage Metrics to Track

  1. Function/Method Documentation

    • Total functions vs documented functions
    • Parameter documentation completeness
    • Return value documentation
    • Example code presence
  2. Class/Module Documentation

    • Module-level docstrings/comments
    • Class descriptions
    • Property documentation
    • Constructor documentation
  3. File-Level Documentation

    • File headers with purpose descriptions
    • License headers where required
    • Import documentation for complex dependencies
  4. Project-Level Documentation

    • README.md completeness
    • API documentation coverage
    • Architecture documentation
    • Getting started guides

Coverage Calculation

Coverage = (Documented Items / Total Items) * 100

Scoring:
- 90-100%: Excellent
- 70-89%:  Good
- 50-69%:  Needs Improvement
- <50%:    Critical

Quality Assessment Framework

Documentation Quality Dimensions

  1. Completeness (0-10)

    • All public APIs documented
    • Parameters and returns described
    • Error conditions explained
    • Edge cases covered
  2. Accuracy (0-10)

    • Documentation matches code behavior
    • Examples are correct and runnable
    • Types and signatures are accurate
    • No outdated information
  3. Clarity (0-10)

    • Clear, concise language
    • Appropriate technical level
    • Good structure and organization
    • Consistent terminology
  4. Usefulness (0-10)

    • Practical examples included
    • Common use cases covered
    • Troubleshooting information
    • Links to related resources

Quality Score Calculation

Quality Score = (Completeness + Accuracy + Clarity + Usefulness) / 4

Ratings:
- 8-10: High Quality
- 6-7:  Acceptable
- 4-5:  Needs Work
- <4:   Poor Quality

Language-Specific Patterns

JavaScript/TypeScript

# Find documented functions
grep -r "@param\|@returns\|@description" --include="*.js" --include="*.ts"

# Find undocumented exports
grep -r "^export " --include="*.ts" | grep -v "/\*\*"

Python

# Find documented functions
grep -rP '^\s*"""' --include="*.py"

# Find undocumented functions
grep -rP "^\s*def\s+\w+\([^)]*\):" --include="*.py"

Go

# Find documented functions (comments before func)
grep -B1 "^func " --include="*.go" | grep "//"

Analysis Report Template

# Documentation Analysis Report

## Executive Summary
- Overall Coverage: XX%
- Quality Score: X.X/10
- Critical Gaps: X items

## Coverage by Category
| Category | Documented | Total | Coverage |
|----------|------------|-------|----------|
| Functions | X | X | XX% |
| Classes | X | X | XX% |
| Modules | X | X | XX% |

## Quality Assessment
| Dimension | Score | Notes |
|-----------|-------|-------|
| Completeness | X/10 | ... |
| Accuracy | X/10 | ... |
| Clarity | X/10 | ... |
| Usefulness | X/10 | ... |

## Critical Gaps
1. [File/Function]: Missing documentation for...
2. [File/Function]: Outdated documentation...

## Recommendations
1. Priority 1: Document public API functions
2. Priority 2: Update outdated examples
3. Priority 3: Add architecture overview

Common Documentation Issues

Critical Issues (Must Fix)

  • Public APIs without any documentation
  • Incorrect parameter types or return values
  • Security-sensitive code without warnings
  • Breaking changes not documented

Major Issues (Should Fix)

  • Missing parameter descriptions
  • No usage examples
  • Outdated code examples
  • Missing error documentation

Minor Issues (Nice to Fix)

  • Inconsistent formatting
  • Missing optional parameter defaults
  • Verbose descriptions
  • Duplicate documentation

Analysis Workflow

  1. Scan Repository Structure

    • Identify documentation directories (docs/, README, etc.)
    • Locate source code directories
    • Identify language(s) used
  2. Calculate Coverage

    • Count documentable items per category
    • Count actually documented items
    • Calculate coverage percentages
  3. Assess Quality

    • Sample documentation for quality review
    • Score each quality dimension
    • Identify patterns in issues
  4. Generate Report

    • Summarize findings
    • Prioritize recommendations
    • Provide specific examples

Integration

This skill works with:

  • writing-docs skill for generating missing documentation
  • managing-docs skill for organizing documentation structure
  • docs-analyzer agent for comprehensive analysis tasks
Install via CLI
npx skills add https://github.com/aiskillstore/marketplace --skill analyzing-docs
Repository Details
star Stars 360
call_split Forks 29
navigation Branch main
article Path SKILL.md
More from Creator
aiskillstore
aiskillstore Explore all skills →