What is tag-organize-cli?

A command-line workflow for organizing file-level tags in WPS Notes, a cloud note-taking service. It uses the wpsnote-cli program and does not require an MCP server connection.

Use it to add, clean up, reorganize, or redesign WPS Note tags through wpsnote-cli.

It addresses messy, excessive, or inconsistent tags while allowing tag management from the system command line instead of editing note content or XML.

tag-organize-cli — Skill for Claude Code by wpsnote/wpsnote-skills

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 tag-organize-cli

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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/wpsnote/wpsnote-skills/tag-organize-cli/github.svg)](https://agentmods.dev/skills/wpsnote/wpsnote-skills/tag-organize-cli)

Your own site

<a href="https://agentmods.dev/skills/wpsnote/wpsnote-skills/tag-organize-cli"><img src="https://agentmods.dev/badge/skills/wpsnote/wpsnote-skills/tag-organize-cli/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.

Your own site · 80×15

<a href="https://agentmods.dev/skills/wpsnote/wpsnote-skills/tag-organize-cli"><img src="https://agentmods.dev/badge/skills/wpsnote/wpsnote-skills/tag-organize-cli.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 134 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 3,917 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.

Model	Per session	Once invoked
Fable 5.1	$0.00134	$0.03917
Opus 5.5	$0.00054	$0.01567
Sonnet 5.5	$0.00027	$0.00783
Haiku 4.5	$0.00013	$0.00392

Measured 1mo ago against content hash 377cacdf5f62, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

tag-organize-cli 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/tag-organize-cli/SKILL.md · 291 lines

How it starts

The opening of the file, as written. The whole thing — 291 lines — stays where its author put it; the contents beside it link to each section on GitHub.

笔记标签整理核心原则与流程（CLI 版）

CLI 工具适配

启动本 Skill 的第一步，先检查连接状态：

wpsnote-cli status --json

如果命令不存在或返回连接失败，停止执行并告知用户需要先安装并打开 WPS 笔记、在「设置」→「AI 实验室」中开通能力，然后重新运行 wpsnote-cli status --json 确认。

所有 WPS 笔记操作直接在系统命令行中执行 wpsnote-cli；复杂参数一律通过 --json-args 传入，所有需要结构化结果的命令加 --json。

wpsnote-cli manage-tags --note_id "<id>" --json-args '{"add":["工作/项目"],"remove":["旧标签"]}' --json

MCP 语义	CLI 命令
`get_note_stats({ detailed: true })`	`wpsnote-cli stats --detailed true --json`
`find_tags()`	`wpsnote-cli tags --json`
`search_notes({ tags })`	`wpsnote-cli find --json-args '{"tags":["标签名"]}' --json`
`get_note_info({ limit, page })`	`wpsnote-cli info --json-args '{"page":1,"page_size":50}' --json`
`manage_note_tags({ note_id })`	`wpsnote-cli manage-tags --note_id <id> --json`
`manage_note_tags({ note_id, add/remove })`	`wpsnote-cli manage-tags --note_id <id> --json-args '{"add":["新标签"],"remove":["旧标签"]}' --json`
`get_note_outline({ note_id })`	`wpsnote-cli outline --note_id <id> --json`
`read_note({ note_id })`	`wpsnote-cli read --note_id <id> --json`
`read_blocks({ note_id, block_ids })`	`wpsnote-cli read-blocks --json-args '{"note_id":"...","block_ids":["..."]}' --json`

标签整理写入只使用 wpsnote-cli manage-tags。read、outline、read-blocks 只用于理解内容，不用于改标签。

核心原则

整理标签不是在执行一套标准方法论，而是在服务一个具体的人。没有统一的「正确」分类方式，一切决策以用户的实际需求为准。

整理的价值只来自三个方向，不能带来其中任何一项的改动都不值得做：

提升使用效率：减少维护负担，降低分类焦虑
提升检索效率：让用户更快找到目标内容
带来新的知识连接视角：发现原来看不到的关联

不要在任务开始时反问用户「你想整理什么范围、怎么整理」。用户找 AI 来整理，本身就意味着他不想自己做这些判断。AI 的职责是主动给出具体方案，让用户做选择题，而不是问答题。

操作安全约束

当前阶段只做打标。 笔记标签是文件级独立对象，通过专用命令 wpsnote-cli manage-tags 增删改。

硬性规则，每次操作都必须遵守：

修改标签只用 wpsnote-cli manage-tags：
- 查询某笔记当前标签：wpsnote-cli manage-tags --note_id <id> --json
- 添加：wpsnote-cli manage-tags --note_id <id> --json-args '{"add":["工作/项目"]}' --json
- 删除：wpsnote-cli manage-tags --note_id <id> --json-args '{"remove":["旧标签"]}' --json
- 重命名 / 合并：在同一次调用中组合 remove + add

Read the full file on GitHub · 291 lines

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

references/classification-methods.md 2.3 KB

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.

1mo ago First seen · 291 lines · 134 tokens per session scan A 377cacdf5f62

Subscribe to this mod's changes

tag-organize-cli is a skill published in the GitHub repository wpsnote/wpsnote-skills (183 stars, last pushed yesterday), licensed MIT. It adds 134 tokens to every session and 3,917 once invoked, about $0.0005 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.

Productivity cli deepseek-harness dsh knowledge-management mcp wpsnote

dsh-onboarding

Guidance for helping someone use DeepSeek Harness, a local runtime for coding agents, for the first time. It explains the runtime, profiles, workspace, permissions, and how extensions are discovered.

pingfanfan/hello-dsh · 60 tokens

query

Answer questions about the wiki by searching, reading, and synthesizing relevant scraps with [[Title]] citations. Use this when the user wants to query the wiki, ask what they have written about a topic, compare scraps, find related notes, or pull a synthesized overview from existing scraps.

boykush/scraps · 61 tokens

tag-organize-cli