Business Brainstorm
coreyhaines31/makerskills
When you want to pressure-test a potential new business, product, or side project against the serial-founder filter.
Create a Wisp specialist or author a project-local skill using the tools Wisp actually exposes.
Install Customize
$ npx skills add xuzhougeng/wisp-science --skill customize -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install xuzhougeng/wisp-science customize --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/xuzhougeng/wisp-science.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/customize .claude/skills/customize && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "customize" agent skill from https://github.com/xuzhougeng/wisp-science/tree/main/skills/customize into .claude/skills/customize/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "customize", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/xuzhougeng/wisp-science/tree/main/skills/customizeType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add xuzhougeng/wisp-science --skill customize -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install xuzhougeng/wisp-science customize --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/xuzhougeng/wisp-science.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/customize .agents/skills/customize && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "customize" agent skill from https://github.com/xuzhougeng/wisp-science/tree/main/skills/customize into .agents/skills/customize/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "customize", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add xuzhougeng/wisp-science --skill customize -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install xuzhougeng/wisp-science customize --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/xuzhougeng/wisp-science.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/customize .cursor/skills/customize && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "customize" agent skill from https://github.com/xuzhougeng/wisp-science/tree/main/skills/customize into .cursor/skills/customize/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "customize", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/xuzhougeng/wisp-science.git --path skills/customize--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add xuzhougeng/wisp-science --skill customize -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install xuzhougeng/wisp-science customize --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/xuzhougeng/wisp-science.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/customize .gemini/skills/customize && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "customize" agent skill from https://github.com/xuzhougeng/wisp-science/tree/main/skills/customize into .gemini/skills/customize/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "customize", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install xuzhougeng/wisp-science customizeInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add xuzhougeng/wisp-science --skill customize -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/xuzhougeng/wisp-science.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/customize .github/skills/customize && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "customize" agent skill from https://github.com/xuzhougeng/wisp-science/tree/main/skills/customize into .github/skills/customize/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "customize", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add xuzhougeng/wisp-science --skill customize -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install xuzhougeng/wisp-science customize --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/xuzhougeng/wisp-science.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/customize .opencode/skills/customize && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "customize" agent skill from https://github.com/xuzhougeng/wisp-science/tree/main/skills/customize into .opencode/skills/customize/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "customize", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
customize- GitHub stars
- 1k
- Token cost
- ~729 tokens
- SKILL.md length
- 369 words
- Files
- 1
- Skills in repo
- 25
- Repo updated
- First seen
- Licence
- AGPL-3.0
At a glance
Create a Wisp specialist or author a project-local skill using the tools Wisp actually exposes.
- Works in 7 steps: Ask what single job the specialist owns… → Draft a display name, one-line… → Decide whether to inherit project… → …
- The user wants a custom Agent persona
- SKILL.md covers Create a specialist, Author or update a skill, Custom appearance and Boundaries
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Customize is an agent skill from xuzhougeng/wisp-science. 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.
Its SKILL.md is about 730 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Agent Workflows. The repository describes itself as: Open-source, local-first desktop AI research workbench for scientific computing with Python/R, MCP bioinformatics tools, SSH/WSL/GPU runtimes, and OpenAI/Anthropic models. The licence is AGPL-3.0.
When your agent uses it
- The user wants a custom Agent persona
- A restricted specialist loadout
- Changes to an existing project-local skill
Example prompts
- “/customize”
Requirements
- Python 3
Workflow steps
7 steps, taken from the first numbered list in SKILL.md.
- Ask what single job the specialist owns and what it must not do.
- Draft a display name, one-line description, and concise instructions that
- Decide whether to inherit project skills/connectors or use explicit
- Show the complete proposal and obtain confirmation before creating or
- To edit an existing specialist, call configure with action=get and
- Call save_specialist with name and instructions; add description,
- Report the returned specialist id. Deletion, icons, and color still live
What it can do on your machine
Read from SKILL.md and the folder at commit 5eb95c9. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Customize loads about 729 tokens when it runs. Until then it costs about 62 tokens; SKILL.md has 369 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from xuzhougeng/wisp-science at commit 5eb95c9, republished under its AGPL-3.0 licence (© xuzhougeng). 369 words, ~729 tokens.
Download SKILL.mdSave it as
.claude/skills/customize/SKILL.md (or your agent's skills folder).- name
- customize
- description
- 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.
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
configurewithaction=getand keyspecialists, thensave_specialistwith thatid. Omitidto create. Builtin instruction text cannot be replaced. - Call
save_specialistwithnameandinstructions; adddescription,model_id,skills, orconnectorsonly 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.
Show full SKILL.md (177 more words)Show less
Author or update a skill
Load skill-creator. For a project-local skill, edit files under:
.wisp/skills/<skill-name>/SKILL.mdUse 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, orrun_in_contextto 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.
© xuzhougeng, AGPL-3.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in skills/customize of xuzhougeng/wisp-science.
Open the folder on GitHubat commit 5eb95c9
Compare with similar skills
Customize next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Customize this skillxuzhougeng/wisp-science | 1k | — | ~729 | Automated safety check: Pass | AGPL-3.0 | |
| Business Brainstormcoreyhaines31/makerskills | 850 | — | ~1.7k | Automated safety check: Pass | MIT | |
| Proposal AgentOpenRSI-Foundation/OpenRSI-Index | 204 | — | ~5.1k | Automated safety check: Pass | Apache-2.0 | |
| Open-Science Host Inspectionaipoch/open-science | 5.5k | — | ~3.8k | Automated safety check: Pass | Apache-2.0 | |
| Idea Generationvoidful/academic-skills | 134 | — | ~1.6k | Automated safety check: Pass | MIT | |
| Research Ideationmaxwell2732/paper-replicate-agent-demo | 137 | 1 repos | ~914 | Automated safety check: Pass | None |
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Related
Categories
Questions about Customize
What does Customize do?
Create a Wisp specialist or author a project-local skill using the tools Wisp actually exposes. Customize is an agent skill from xuzhougeng/wisp-science. Create a Wisp specialist or author a project-local skill using the tools Wisp actually exposes.
When should I use Customize?
Customize fits situations like: the user wants a custom Agent persona; A restricted specialist loadout; changes to an existing project-local skill.
How do I install Customize in Claude Code?
Run `npx skills add xuzhougeng/wisp-science --skill customize -a claude-code`. Or copy the skill folder (skills/customize in xuzhougeng/wisp-science) into .claude/skills/customize in your project. Claude Code loads it when a task matches its description.
How do I install Customize in Codex?
Run `npx skills add xuzhougeng/wisp-science --skill customize -a codex`. Or copy the skill folder (skills/customize in xuzhougeng/wisp-science) into .agents/skills/customize in your project. Codex loads it when a task matches its description.
Can I use Customize in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add xuzhougeng/wisp-science --skill customize -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/customize, .gemini/skills/customize, .github/skills/customize and .opencode/skills/customize in your project.
What does Customize need to run?
SKILL.md names no scripts, command-line tools or credentials: Customize is instructions for the agent only. Our summary lists: Python 3.
Does Customize access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Customize safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Customize use?
Customize is published under the AGPL-3.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Customize use?
About 729 tokens (SKILL.md is roughly 2.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Customize?
Skills that share tags, products or a category with Customize: Business Brainstorm (coreyhaines31/makerskills, 850 stars), Proposal Agent (OpenRSI-Foundation/OpenRSI-Index, 204 stars), Open-Science Host Inspection (aipoch/open-science, 5.5k stars) and Idea Generation (voidful/academic-skills, 134 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Customize?
xuzhougeng (a GitHub user) maintains it in xuzhougeng/wisp-science, which has 1,022 GitHub stars. The repository holds 25 skills in this directory. The repository was last updated on October 9, 2026.
Source: xuzhougeng/wisp-science on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.