ReVanced/revanced-bots

🤖 NLP-backed bots assisting ReVanced

What's novel

🤖 NLP-backed bots assisting ReVanced

Code Analysis

24 files read · 5 rounds

A Discord bot for the ReVanced community that auto-responds to messages using a multi-stage pipeline (regex + WIT.ai NLP + OCR for images), supports human-in-the-loop ML training, moderation with nickname curing, sticky messages, reminders, and role presets, all backed by a custom WebSocket API serv

Strengths

The multi-stage message classification pipeline (before-regex → NLP → after-regex) with human correction feedback loop is a genuinely thoughtful design. The codebase is well-typed, well-organized with clear separation between the protocol layer, API server, and Discord bot, and the sticky message dual-timer system is a creative solution for busy channels.

Weaknesses

Zero test coverage across 180 source files is a significant gap for a production bot handling community interactions. The README is extremely thin (just links to docs) and doesn't describe the actual features, architecture, or the NLP/OCR pipeline at all.

Score Breakdown

Innovation

4 (25%)

Craft

62 (35%)

Traction

45 (15%)

Scope

81 (25%)

Signal breakdown

Innovation

Not Fork+1

Code Novelty+1

Concept Novelty+1

Craft

Ci+5

Tests-5

Polish+1

Releases+4

Has License+0

Code Quality+20

Readme Quality+15

Recent Activity+7

Structure Quality+5

Commit Consistency+5

Has Dependency Mgmt+5

Traction

Forks+17

Stars+20

Hn Points+0

Watchers+3

Early Traction+0

Devto Reactions+0

Community Contribs+5

Scope

Commits+8

Languages+5

Subsystems+13

Bloat Penalty+0

Completeness+6

Contributors+8

Authored Files+15

Readme Code Match+3

Architecture Depth+7

Implementation Depth+8

Evidence

Commits

Contributors

Files

154

Active weeks

TestsCI/CDREADMELicenseContributing

Repository

Language

TypeScript

Stars

Forks

License

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