note-copilot

note-copilot is a skill for Claude Code from wpsnote/wpsnote-skills. It costs 102 tokens per session (2,754 once invoked), scanned A, original, MIT.

A note-editing assistant for WPS Notes that improves the current note and handles special help markers written as @ or ///.

In plain words
What is it for?
It helps polish notes, process @ and /// markers, and highlight clear logic problems.
Why use it?
It helps turn rough notes into clearer material and points out obvious logical errors while editing.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the base-skills plugin — 6 skills shipped together

Good fit It helps polish notes, process @ and /// markers, and highlight clear logic problems.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/wpsnote/wpsnote-skills/note-copilot
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add wpsnote/wpsnote-skills --skill note-copilot
Clone the repo
git clone --depth 1 https://github.com/wpsnote/wpsnote-skills

Made for: Claude Code.

Or install base-skills, the plugin that ships this one along with the rest of its 6 skills.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for note-copilot

README.md
[![agentmods](https://agentmods.dev/badge/skills/wpsnote/wpsnote-skills/note-copilot/github.svg)](https://agentmods.dev/skills/wpsnote/wpsnote-skills/note-copilot)
Your own site
<a href="https://agentmods.dev/skills/wpsnote/wpsnote-skills/note-copilot"><img src="https://agentmods.dev/badge/skills/wpsnote/wpsnote-skills/note-copilot/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for note-copilot

Your own site · 80×15
<a href="https://agentmods.dev/skills/wpsnote/wpsnote-skills/note-copilot"><img src="https://agentmods.dev/badge/skills/wpsnote/wpsnote-skills/note-copilot.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 102 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,754 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00102 $0.02754
Opus 5.5 $0.00041 $0.01102
Sonnet 5.5 $0.00020 $0.00551
Haiku 4.5 $0.00010 $0.00275

Measured 1mo ago against content hash 8c7e8e3a9e32, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

note-copilot scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/note-copilot/SKILL.md · 273 lines

How it starts

The opening of the file, as written. The whole thing — 273 lines — stays where its author put it; the contents beside it link to each section on GitHub.

笔记协作助手

陪伴用户打磨笔记的 AI 助手。扫描当前笔记,处理用户留下的 ***(补全)和 ///(引用)标记,并在发现明显逻辑错误时轻提醒。

核心工作流

用户发起后:
  1. 判断是否首次使用 → 首次输出引导说明
  2. get_current_note()             → 获取当前笔记 note_id
  3. read_note(note_id)             → 读取全文 XML
  4. 扫描所有 *** 和 /// 标记       → 收集待处理列表
  5. 逐一处理每个标记(*** 补全 / /// 引用)
  6. 检查明显逻辑错误 → 高阈值,仅标注真正的矛盾
  7. 输出处理摘要

定期模式(用户明确说「定期帮我打磨」时才启动):
  执行一次打磨 → sleep 300秒 → 重复
  用户说「停止」时退出

首次使用引导

判断方式:本次对话中是否已经输出过引导说明。若未输出过,则在开始打磨前先输出:

笔记协作助手已就绪 ✓

我可以帮你打磨当前笔记,处理你留下的标记:

  ★ 补全内容:在任意位置输入 ***
    AI 会结合上下文,以你的写作风格自动补全
    例:「本次会议的核心问题是 ***,我们决定...」

  ★ 引用资料:在任意位置输入 ///
    AI 会搜索相关笔记或网络资料,以引用形式写入
    例:「关于这个概念,/// 可以补充说明」

  注意:*** 和 /// 在代码块中不会被处理。
  处理完成后,标记会自动删除。

开始打磨...

Step 1:获取当前笔记

get_current_note()
→ { note_id, title }

若返回 NO_ACTIVE_EDITOR_WINDOW:提示用户打开笔记后重试,停止执行。

Step 2:读取笔记内容

笔记较短(大纲 block 数 ≤ 80):

read_note(note_id)
→ 获取完整 XML 内容

笔记较长(block 数 > 80):

get_note_outline(note_id)                     → 获取所有 block 的 id、type、preview
search_note_content(note_id, query="***")     → 精确定位含 *** 的 block
search_note_content(note_id, query="///")     → 精确定位含 /// 的 block

Step 3:识别援助标记

扫描笔记内容,找出所有 *** 和 ///。

识别规则:是援助请求还是占位符/代码?

场景 判断 处理
block type 为 codeblock 不处理 跳过
*** / /// 出现在 ` 包裹的行内代码中 不处理 跳过
*** 紧邻正则、公式等逻辑性符号(如 \d***、a***b) 不处理 跳过
/// 紧邻 URL 或路径(如 http:///、path///file) 不处理 跳过
普通段落 <p>、标题 <h1>~<h6>、列表项中的独立 *** 或 /// 援助请求 处理
<blockquote> 中的 *** 或 /// 援助请求 处理

原则:优先保守判断。若不确定,跳过并在摘要中告知用户。

Step 4:处理 *** — 补全内容

获取上下文

read_blocks(note_id, block_id=<含***的block>, before=5, after=5)
→ 获取该 block 及前后各 5 个 block 的完整 XML

分析文风

分析前后文的以下维度,生成时严格匹配:

维度 观察点
语气 口语(「感觉」「其实」)vs 书面(「经分析」「综上」)
人称 第一人称 vs 客观陈述
详略 每条字数,是否展开说明
格式 所在 block 的 type(p/h/li),是否有加粗/斜体
标点习惯 惯用标点,中英混写程度

生成补全

  • 严格基于笔记上下文生成,不凭空发明信息
  • 保持所在 block 的原始 type 和格式属性不变
  • 不引入新的排版元素(不新增标题、色块、表格)
  • 补全内容替换 *** 本身,其余文字保持不变

Read the full file on GitHub · 273 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 1mo ago First seen · 273 lines · 102 tokens per session scan A 8c7e8e3a9e32

Subscribe to this mod's changes

note-copilot is a skill published in the GitHub repository wpsnote/wpsnote-skills (183 stars, last pushed yesterday), licensed MIT. It adds 102 tokens to every session and 2,754 once invoked, about $0.0004 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Related

Other skills, from other repositories

gap-to-topic

Turn a research area into a go/no-go decision dossier for candidate thesis/proposal topics (zero or multiple justified options) — a 3-gate verdict (is the gap open? is it a contribution? is it feasible?) with the evidence laid out so the researcher can verify it. Use when the user asks "is this gap worth pursuing"…

WenyuChiou/research-hub · 188 tokens

manage-taskboard

Manage work in the native DeepSeek Harness Taskboard with exact task ids and optimistic versions. Use when an Agent must inspect project work, claim an eligible todo, record progress or blockers, verify an implementation, submit it for human review, or release its own claim; also use when a human asks how to accept…

shengsheng90/DSH-taskboard · 88 tokens

research-workflow-orchestrator

Run a resumable end-to-end research workflow that automates low-risk work, pauses at explicit human decision gates, records provenance, and routes each stage to the appropriate research-hub skill or MCP tool.

WenyuChiou/research-hub · 48 tokens

literature-triage-matrix

Turn a list of papers (Zotero collection, Obsidian cluster, manual list) into a compact comparison matrix written to .research/literaturematrix.md, instead of generic per-paper summaries. Use when the user asks to "make a literature matrix", "compare these papers by method/data/limitations", or "decide which papers…

WenyuChiou/research-hub · 162 tokens

company-research-method

A documented process for researching a company using supplied files and selected public sources. It produces a company overview with business details, sourced financial figures, and stated risks.

PerryLink/dsh-industry-research · 83 tokens

ccgui-plugin-creator

A plugin-building workflow for CC GUI, a desktop client that can be extended with plugins written as configuration or JavaScript modules.

zhukunpenglinyutong/desktop-cc-gui · 132 tokens