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๐Ÿ›  Query Python package documentation efficiently with pydocq, providing structured metadata for AI agents and seamless access to essential package insights.

What's novel

๐Ÿ›  Query Python package documentation efficiently with pydocq, providing structured metadata for AI agents and seamless access to essential package insights.

Code Analysis

12 files read ยท 3 rounds

A CLI tool that introspects installed Python packages (via inspect/importlib) or statically analyzes Python files (via AST) to produce structured documentation in multiple formats (JSON, markdown, YAML, LLM-optimized), with an optional SDK decorator system for adding custom metadata to code.

Strengths

Clean modular architecture with clear separation between resolution, inspection, formatting, and search; thoughtful security handling (AST-only analysis, path traversal prevention, dangerous module blacklists); the LLM-optimized output format is a genuinely useful differentiator for AI agent workflows.

Weaknesses

The README is entirely fabricated (describes a GUI desktop app that doesn't exist), which is a serious credibility issue; several functions are stubs (find_calls, resolve_forward_reference), format_yaml actually returns JSON, and cli.py has a malformed function definition.

Score Breakdown

Innovation
6 (25%)
Craft
65 (35%)
Traction
11 (15%)
Scope
60 (25%)

Signal breakdown

Innovation

Not Fork+1
Code Novelty+1
Concept Novelty+2

Craft

Ci-3
Tests+8
Polish+1
Releases-2
Has License+5
Code Quality+22
Readme Quality+15
Recent Activity+7
Structure Quality+5
Commit Consistency+2
Has Dependency Mgmt+5

Traction

Forks+0
Stars+6
Hn Points+0
Watchers+3
Early Traction+0
Devto Reactions+0
Community Contribs+2

Scope

Commits+7
Languages+3
Subsystems+10
Bloat Penalty+0
Completeness+7
Contributors+6
Authored Files+15
Readme Code Match+3
Architecture Depth+5
Implementation Depth+8

Evidence

Commits

39

Contributors

2

Files

97

Active weeks

3

TestsCI/CDREADMELicenseContributing

Repository

Language

Python

Stars

1

Forks

0

License

MIT