Agent skill

AI Wrapper Product

by aiskillstore in aiskillstore/marketplace

Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc.

No licenceAuto-check passedAI & LLM Engineering

Install AI Wrapper Product

skills CLI

$ npx skills add aiskillstore/marketplace --skill ai-wrapper-product -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI

$ gh skill install aiskillstore/marketplace ai-wrapper-product --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy

$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/sickn33/ai-wrapper-product .claude/skills/ai-wrapper-product && rm -rf skills-src

Use ~/.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/

Paste into Claude Code

Install the "ai-wrapper-product" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/ai-wrapper-product into .claude/skills/ai-wrapper-product/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-wrapper-product", 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

$skill-installer install https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/ai-wrapper-product

Type 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.

skills CLI

$ npx skills add aiskillstore/marketplace --skill ai-wrapper-product -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install aiskillstore/marketplace ai-wrapper-product --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/sickn33/ai-wrapper-product .agents/skills/ai-wrapper-product && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "ai-wrapper-product" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/ai-wrapper-product into .agents/skills/ai-wrapper-product/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-wrapper-product", 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.

skills CLI

$ npx skills add aiskillstore/marketplace --skill ai-wrapper-product -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install aiskillstore/marketplace ai-wrapper-product --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/sickn33/ai-wrapper-product .cursor/skills/ai-wrapper-product && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "ai-wrapper-product" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/ai-wrapper-product into .cursor/skills/ai-wrapper-product/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-wrapper-product", 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

$ gemini skills install https://github.com/aiskillstore/marketplace.git --path skills/sickn33/ai-wrapper-product

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add aiskillstore/marketplace --skill ai-wrapper-product -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install aiskillstore/marketplace ai-wrapper-product --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/sickn33/ai-wrapper-product .gemini/skills/ai-wrapper-product && rm -rf skills-src

Use ~/.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/

Paste into Gemini CLI

Install the "ai-wrapper-product" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/ai-wrapper-product into .gemini/skills/ai-wrapper-product/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-wrapper-product", 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.

GitHub CLI

$ gh skill install aiskillstore/marketplace ai-wrapper-product

Installs 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).

skills CLI

$ npx skills add aiskillstore/marketplace --skill ai-wrapper-product -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/sickn33/ai-wrapper-product .github/skills/ai-wrapper-product && rm -rf skills-src

Use ~/.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/

Paste into GitHub Copilot

Install the "ai-wrapper-product" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/ai-wrapper-product into .github/skills/ai-wrapper-product/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-wrapper-product", 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.

skills CLI

$ npx skills add aiskillstore/marketplace --skill ai-wrapper-product -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install aiskillstore/marketplace ai-wrapper-product --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/sickn33/ai-wrapper-product .opencode/skills/ai-wrapper-product && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "ai-wrapper-product" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/ai-wrapper-product into .opencode/skills/ai-wrapper-product/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-wrapper-product", 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: ai-wrapper-product
GitHub stars: 433
Used in: 3 other repos
Token cost: ~3.9k tokens
SKILL.md length: 918 words
Files: 2
Skills in repo: 1,044
Repo updated: Oct 10, 2026
First seen: Oct 7, 2026
Licence: None found

At a glance

Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc.

Tasks that involve Prompt engineering
SKILL.md covers Capabilities, Patterns, AI Product Architecture and Prompt Engineering for Products, plus 4 more sections
Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
Tasks that involve Cloud cost optimization

What it does

AI Wrapper Product is an agent skill from aiskillstore/marketplace. Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc. ) into focused tools people will pay for. Not just "ChatGPT but different" - products that solve specific problems with AI.

Its SKILL.md is about 3.9k tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `skill-report.json`).

It sits in AI & LLM Engineering, covering Prompt engineering and Cloud cost optimization. It works with OpenAI. The repository describes itself as: Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.

When your agent uses it

Tasks that involve Prompt engineering
Tasks that involve Cloud cost optimization

Example prompts

“ChatGPT but different”
“/ai-wrapper-product”

What it can do on your machine

Read from SKILL.md and the folder at commit 44923f3. 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 (its code samples are javascript).
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

AI Wrapper Product loads about 3.9k tokens when it runs. Until then it costs about 53 tokens; SKILL.md has 918 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~53
When it runs · the whole SKILL.md, loaded when a task matches: ~3.9k

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

Without a licence we can't republish the file, so here is its outline and opening line. It has 918 words (~3,876 tokens).

“Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc.) into focused tools people will pay for. Not just "ChatGPT but different" - products that solve specific problems with AI. Covers prompt engineering for products, cost management, rate limiting…”

— opening of SKILL.md by aiskillstore

name: ai-wrapper-product
risk: unknown
source: vibeship-spawner-skills (Apache 2.0)
date_added: 2026-02-27

Outline of SKILL.md

AI Wrapper Product
Expertise
Capabilities
Patterns
AI Product Architecture
AI Product Architecture
The Wrapper Stack
Basic Implementation
Model Selection
Prompt Engineering for Products
Prompt Engineering for Products
Prompt Template Pattern
Output Control
Quality Control
Cost Management
AI Cost Management
Token Economics
Cost Reduction Strategies
Usage Limits
AI Product Differentiation
AI Product Differentiation
What Makes AI Products Defensible
Differentiation Strategies
Avoid "Thin Wrappers"
Sharp Edges
AI API costs spiral out of control
Controlling AI Costs
Set Hard Limits
Provider-Level Limits
Cost Monitoring

Read the full SKILL.md on GitHub

Files

SKILL.md and 1 other file in skills/sickn33/ai-wrapper-product of aiskillstore/marketplace.

SKILL.md
skill-report.json

Open the folder on GitHubat commit 44923f3

Used in 3 other repositories

We found 11 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 3 other GitHub owners. This page covers the copy in aiskillstore/marketplace, which our catalogue first saw on October 7, 2026.

Compare with similar skills

AI Wrapper Product 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.

AI Wrapper Product compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
AI Wrapper Product this skillaiskillstore/marketplace	433	3 repos	~3.9k	Automated safety check: Pass	None	today
AI Wrapper Productdavila7/claude-code-templates	33k	4 repos	~1.7k	Automated safety check: Pass	MIT	today
Codex Fable5baskduf/FableCodex	437	—	~1.6k	Automated safety check: Pass	AGPL-3.0	2 mo ago
System Prompt Writing Guidecashew-labs/libretto	904	—	~570	Automated safety check: Pass	MIT	1 mo ago
Prompt Engineering Guidetreylom/prompt-engineering-skills	185	—	~485	Automated safety check: Pass	Custom licence	14 days ago
Persona Designkangarooking/system-prompt-skills	208	—	~956	Automated safety check: Pass	MIT	5 mo ago

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AI Wrapper Product
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Questions about AI Wrapper Product

What does AI Wrapper Product do?

Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc. AI Wrapper Product is an agent skill from aiskillstore/marketplace. Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc.

When should I use AI Wrapper Product?

AI Wrapper Product fits situations like: tasks that involve Prompt engineering; tasks that involve Cloud cost optimization.

How do I install AI Wrapper Product in Claude Code?

Run `npx skills add aiskillstore/marketplace --skill ai-wrapper-product -a claude-code`. Or copy the skill folder (skills/sickn33/ai-wrapper-product in aiskillstore/marketplace) into .claude/skills/ai-wrapper-product in your project. Claude Code loads it when a task matches its description.

How do I install AI Wrapper Product in Codex?

Run `npx skills add aiskillstore/marketplace --skill ai-wrapper-product -a codex`. Or copy the skill folder (skills/sickn33/ai-wrapper-product in aiskillstore/marketplace) into .agents/skills/ai-wrapper-product in your project. Codex loads it when a task matches its description.

Can I use AI Wrapper Product 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 aiskillstore/marketplace --skill ai-wrapper-product -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ai-wrapper-product, .gemini/skills/ai-wrapper-product, .github/skills/ai-wrapper-product and .opencode/skills/ai-wrapper-product in your project.

What does AI Wrapper Product need to run?

SKILL.md names no scripts, command-line tools or credentials: AI Wrapper Product is instructions for the agent only.

Does AI Wrapper Product 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 AI Wrapper Product 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 AI Wrapper Product use?

No licence was found for AI Wrapper Product or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does AI Wrapper Product use?

About 3.9k tokens (SKILL.md is roughly 16k 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 AI Wrapper Product?

Skills that share tags, products or a category with AI Wrapper Product: AI Wrapper Product (davila7/claude-code-templates, 33k stars), Codex Fable5 (baskduf/FableCodex, 437 stars), System Prompt Writing Guide (cashew-labs/libretto, 904 stars) and Prompt Engineering Guide (treylom/prompt-engineering-skills, 185 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains AI Wrapper Product?

aiskillstore (a GitHub organization) maintains it in aiskillstore/marketplace, which has 433 GitHub stars. The repository holds 1,044 skills in this directory. The repository was last updated on October 10, 2026.

Source: aiskillstore/marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.

AI Wrapper Product

Install AI Wrapper Product

Facts

At a glance

What it does

When your agent uses it

Example prompts

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

Files

Used in 3 other repositories

Compare with similar skills

Similar skills