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github-actions bot commented Oct 22, 2025

Hot-Path Documentation Analysis

Powered by Hot-Path - 5-layer semantic documentation impact analysis

Semantic Analysis Summary

  • 1 files analyzed in 66.3s
  • 0 added, 0 deleted

Change Classification (using Zhang-Shasha tree edit distance):

  • IDENTICAL: 16 files
  • REWRITE: 1 files

Documentation Impact:

  • HIGH priority (MAJOR/REWRITE): 1 files need docs
  • MEDIUM priority (MINOR): 0 files

Code Entities:

  • Total entities found: 261
  • Documented: 73
  • Undocumented: 196
  • Code communities detected: 1

High Priority Changes (Require Documentation)

algorithmia.py

  • Change Type: REWRITE
  • Tree Edit Distance: 0.88
  • Language: python

AI-Generated Documentation Suggestions

The following suggestions were generated using LLM analysis:

1. algorithmia.py - algorithmia

Change Type: REWRITE
Confidence: 92%

Explanation:

This is a significant refactor of the original emotion detection code. Key changes include:

  1. Added proper type hints and documentation
  2. Introduced EmotionType enum and EmotionResult dataclass
  3. Separated API call logic into dedicated function
  4. Added error handling and logging
  5. Improved code organization and structure
View Suggestion
# Emotion Recognition API Module

This module provides functionality for detecting emotions in images using the Algorithmia Emotion Recognition API.

## Core Components

### EmotionType (Enum)
Supported emotion types:
- ANGRY
- NEUTRAL 
- HAPPY
- SAD
- SURPRISE
- DISGUST
- FEAR

### EmotionResult (dataclass)
Structured result containing:
- emotion: EmotionType
- confidence: float
- all_emotions: Dict[str, float]
- color_code: int

## Functions

### _get_emotion_color_mapping() -> Dict[str, int]

Cost for this analysis: $0.0157


Next Steps

  1. Review the changed code files above
  2. Update corresponding documentation
  3. Test that examples in docs still work
  4. Consider applying AI suggestions (review carefully first)

Automatic Documentation Updates

Comment /update-docs on this PR to automatically:

  • Generate high-quality documentation using LLM
  • Commit updates directly to this PR branch
  • Update this comment with results

Powered by [Hot-Path](https://github.com/anthropics/hot-path) | [Configure](.github/workflows/doc-analysis.yml)

Documentation Updated!

Commit: 16b40fd

Statistics:

  • 10 documentation sections generated
  • 1 files updated
  • Cost: $0.0000
  • Generated using Anthropic

The documentation has been automatically updated based on your code changes.
Review the commit and adjust as needed.

@haritha1313
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/update-docs

Generated documentation for 10 functions using Hot-Path LLM.

Files updated:
  - docs/API-Reference.md

Generated with Hot-Path + LLM
@haritha1313 haritha1313 closed this Nov 5, 2025
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2 participants