# Writer — developer ecosystem report

> Generative AI built for your business

- GitHub org: `writer`
- Category: ai
- Overall score: 53.0 / 100
- Overall rank: #174
- Last refreshed: 2026-08-15

## Pillar scores

| Pillar | Score / 100 | Rank | Weight in overall |
| --- | --- | --- | --- |
| Code & Polish | 48.0 | #502 | ~22% |
| Education | 74.0 | #215 | ~18% |
| AI readiness | 39.0 | #342 | part of Reach |
| Builder experience | 0.0 | #1 | ~12% |
| Community | 48.0 | #194 | ~16% |
| Reach | 48.0 | #349 | ~18% |
| Momentum | 44.0 | #297 | ~14% |

## Links

- GitHub: https://github.com/writer
- Website: https://writer.com

## Public GitHub totals

| Metric | Value |
| --- | --- |
| Repos analyzed | 12 |
| Stars | 1,803 |
| Forks | 169 |
| Open issues | 167 |
| Contributors | — |

## Top repositories

| Repo | Stars | Language | Description |
| --- | --- | --- | --- |
| [writer-framework](https://github.com/writer/writer-framework) | 1,447 | Python | No-code in the front, Python in the back. An open-source framework for creating data apps. |
| [writing-in-the-margins](https://github.com/writer/writing-in-the-margins) | 121 | Python | — |
| [fitbert](https://github.com/writer/fitbert) | 84 | Python | Use BERT to Fill in the Blanks |
| [replaCy](https://github.com/writer/replaCy) | 35 | Python | spaCy match and replace, maintaining conjugation |
| [framework-tutorials](https://github.com/writer/framework-tutorials) | 27 | Python | Framework Tutorials Repo |
| [Self-Evolving-Learning-GESAL](https://github.com/writer/Self-Evolving-Learning-GESAL) | 24 | Jupyter Notebook | Graph-Enhanced Singular Adaptive Learning (GESAL) |
| [cerebro](https://github.com/writer/cerebro) | 14 | Go | Cerebro turns security, identity, cloud, SaaS, workflow, policy, and compliance data into evidence-backed context for pe |
| [writer-node](https://github.com/writer/writer-node) | 12 | TypeScript | The official Node library for the Writer API |
| [writer-python](https://github.com/writer/writer-python) | 11 | Python | The official Python library for the Writer API |
| [cookbooks](https://github.com/writer/cookbooks) | 8 | Jupyter Notebook | This repository contains a collection of Jupyter notebooks demonstrating how to use the Writer Python SDK for various AI |
| [skills](https://github.com/writer/skills) | 6 | — | Skills Catalog for writer.com |
| [Neural-Memory-Database](https://github.com/writer/Neural-Memory-Database) | 4 | Python | Associative Neural Memory Database (ANM‑DB) |

## Methodology

Scores are computed from public signals only (GitHub, package registries, docs sites, community platforms). Pillar definitions: https://www.smoower.com/docs.md

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