twitter/communitynotes

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

1880 stars · 347 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

The public repository for Twitter/X's Community Notes, hosting the open-source scoring algorithm code, documentation, and a template AI note writer. It transparently shares the algorithms that add helpful context notes to potentially misleading posts.

Use cases

• study how community notes scoring algorithm works
• build an AI note writer using the community notes API
• analyze scoring model output for research
• understand how twitter crowdsources fact-checking
• contribute alternate scoring algorithm ideas
• read documentation about the community notes program

When to choose

• you want to research or reproduce the Community Notes scoring algorithm
• you're building an automated note writer on the Note Writer API
• you need transparent documentation of how X handles misinformation

When to avoid

• you want to modify the core scoring algorithm for production use, since APIs must stay stable and core code is developed internally
• you need a general-purpose misinformation detection tool out of the box
• you expect to merge minor changes to scoring code, which is rarely accepted

Facets

application · maturity active

machine-learning nlp analytics documentation llm-inference social-media artificial-intelligence python self-hosted misinformation crowdsourcing scoring-algorithm twitter note-writer-api transparency web-server

Member repositories

For agents

markdown · JSON · MCP: product_card(name="twitter/communitynotes")