Customize

CommunityPopular

xuzhougeng

customize

Create a Wisp specialist or author a project-local skill using the tools Wisp actually exposes. Use when the user wants a custom Agent persona, a restricted specialist loadout, a new skill, or changes to an existing project-local skill.

Overview

Publisher	xuzhougeng
Repository	`wisp-science`
Skill name	`customize`
Stars	1K
Forks	104
Bundled files	Instructions only
License	AGPL-3.0
Links	Skill source Repository Homepage

Markdown instructions
A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.
Works with any LLM
AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.
Self-contained
Everything the model needs lives in the instructions — no extra files to sync.
Open source
Published by xuzhougeng on GitHub. Read the source before you install it.

Installation

Install the Customize AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

Open the app and go to Plugins → Skills.
Choose "Install from GitHub".
Paste the skill folder URL below and confirm.
https://github.com/xuzhougeng/wisp-science/tree/main/skills/customize
Enable the skill in any chat where you want it available.

Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills

git clone --depth 1 https://github.com/xuzhougeng/wisp-science.git /tmp/wisp-science
mkdir -p .claude/skills
cp -r /tmp/wisp-science/skills/customize .claude/skills/customize

Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Customize in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Customize on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Customize is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

Loaded only when it is needed
The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.
Switch models mid-chat
Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Customize Wisp

Wisp exposes customization through explicit tools and Settings UI. Python has no control-plane SDK. Never invent profile, connector, or skill CRUD methods.

Create a specialist

Use save_specialist only when it is advertised in the current session.

Ask what single job the specialist owns and what it must not do.
Draft a display name, one-line description, and concise instructions that extend Wisp's base prompt.
Decide whether to inherit project skills/connectors or use explicit whitelists. Use exact installed skill names returned by search_skills. Include connector names only when the user supplied or confirmed them.
Show the complete proposal and obtain confirmation before creating or updating it.
To edit an existing specialist, call configure with action=get and key specialists, then save_specialist with that id. Omit id to create. Builtin instruction text cannot be replaced.
Call save_specialist with name and instructions; add description, model_id, skills, or connectors only when intentionally chosen.
Report the returned specialist id. Deletion, icons, and color still live under Settings → Specialists.

Omit skills and connectors to inherit project settings. An empty list is an explicit zero-access whitelist and is not equivalent to omission.

Author or update a skill

Load skill-creator. For a project-local skill, edit files under:

text
.wisp/skills/<skill-name>/SKILL.md

Use read, write, and edit. search_skills and use_skill are discovery and loading tools, not mutation tools. If a newly created project skill is not visible immediately, refresh or reopen the project so Wisp rebuilds its skill index.

For a user-wide skill, create the folder in the project first, validate it, then ask the user to install that folder through Settings → Skills. Wisp copies installed skills to its user skill directory; there is no Agent-side publish or delete interface.

Custom appearance

For a user stylesheet (hide the lead bar, restyle chat, override tokens), load custom-theme. Write CSS that uses documented tokens, then apply it with configure set custom_css or ask the user to import the file under Settings → Appearance.

Boundaries

Do not modify Wisp's SQLite store directly.
Do not use python, shell, or run_in_context to bypass Settings or tool authorization.
Do not promise conversation identity switching; the user selects specialists through Wisp's UI.
Do not claim connector enumeration when no connector-management tool is advertised.

Frequently asked questions

What does the Customize AI skill do?

Why use Customize on TypingMind?

Because you install it once and use it with any model. Customize is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Customize in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/xuzhougeng/wisp-science/tree/main/skills/customize. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Customize?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Customize?

As many as you like. As long as a model supports skills, you can use Customize with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Customize AI skill free?

Yes. It is published on GitHub by xuzhougeng under the AGPL-3.0 license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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Overview

Installation

Install in TypingMind

Install in another agent

Use it in TypingMind

Works with any AI model

Skill instructions

Customize Wisp

Create a specialist

Author or update a skill

Custom appearance

Boundaries

Frequently asked questions

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