wewrite-learn

Original：🇨🇳 Chinese

Translated

WeWrite Self-Learning Module: Learns user writing preferences from manual edits (playbook flywheel), builds a style library by importing sample essays, and learns typography themes from WeChat Official Account articles. Trigger keywords: Learn my edits, I made changes, learn from them, Import sample essay, Learn from this article, View sample library, Learn typography, Learn layout. Should not be triggered by generic phrases like "learn" or "summarize this article" — requires WeChat Official Account / WeWrite context.

10installs

Sourceimraywang/wewrite

Added on2026-10-09

NPX Install

npx skill4agent add imraywang/wewrite wewrite-learn

SKILL.md Content (Chinese)

View Translation Comparison →

wewrite-learn — Self-Learning (Edit Flywheel / Sample Library / Typography Learning)

Operating Conventions

CLI: Deterministic operations use the
```
wewrite
```
command (must be in PATH; if missing, guide users to run
```
uv tool install wewrite
```
, or run
```
bash install.sh
```
in the repository).
{home}: User state directory =
```
$WEWRITE_HOME
```
or
```
~/.wewrite
```
(check with
```
wewrite home
```
). All config/style/history/playbook/output/exemplars are stored in {home}, not in the repository; state paths in references documents follow the same convention.
Read: <path>
= Actually read the entire file using a file reading tool before proceeding; this is not a comment.
references/: This skill comes with
```
{skill_dir}/references/
```
;
```
{skill_dir}
```
in references documents refers to the directory of this skill.

Sub-function Dispatching

User Input	Action
Learn my edits / I made changes, learn from them	`Read: {skill_dir}/references/learn-edits.md` , execute according to its process. Supports local markdown edits and WeChat draft box sync ( `wewrite learn-edits --from-wechat` )
Learn typography / Learn layout + URL	`wewrite learn-theme <url> --name <name>` , after extraction, prompt the user to set the theme field in style.yaml
Learn from this article / Import sample essay + URL	`wewrite fetch-article <url> -o /tmp/article.md && wewrite exemplar /tmp/article.md -s <account name>` ; default to third-party source
Import sample essay + local file	`wewrite exemplar <file path>` ; add `--user-authored` when the user explicitly states the article is self-authored
View sample library	`wewrite exemplar --list`

Purpose of the Sample Library: Exemplars are injected into the first draft prompt by the writing module (wewrite-write) according to the framework type, and are only used to calibrate structure and rhythm. Viewpoints, sentences, or personal experiences from the samples must not be reused. After import is complete, inform the user how many articles are currently in the library, which categories they cover, and their ownership tags.

Value of the Edit Flywheel: Each learning iteration makes the next first draft closer to the user's style. For rules in learn-edits.md, only rules of the same scope that appear repeatedly or are explicitly confirmed by the user will become hard constraints; a single edit is always just a soft reference.