What kinds of prompts does Penguin Tree AI sell?
If you're new to AI, here's the short version: every product on penguintree.ai is a set of instructions that a chatbot like ChatGPT or Claude follows. Different products are shaped differently depending on what you want the AI to do for you.
We sell four kinds.
At a glance
| Type | What it does | How you use it | Best for |
|---|---|---|---|
| Task prompt | Produces a specific work output | Paste into your chatbot, answer a few questions, get the output | One-off deliverables |
| Skill prompt | A reusable capability you trigger as needed | Drop it in (Claude Code) or paste as system instructions; run when needed | Recurring small jobs |
| Agent configuration prompt | A persistent AI persona for sustained work | One-time setup in your chatbot of choice; then chat with it like a colleague | Ongoing strategic work |
| Bundled prompt | A coordinated collection of the above | Unzip and follow the README | A full domain or function |
Task prompt
A task prompt is shaped to produce one specific deliverable — like a 90-day marketing plan, a brand positioning statement, or a customer outreach sequence.
How it works:
- Paste the prompt into your AI chatbot (Claude, ChatGPT, Gemini, Mistral — any of them).
- The prompt asks 3–5 short questions about your situation.
- The AI produces a structured, professional-grade output.
Each run is independent. Use it whenever you need that particular output again.
Example products: Brand Positioning Statement, Annual Marketing Plan, Customer Outreach Sequence.
Skill prompt
A skill prompt is shaped to do one repeatable thing — generate brand names, summarize meeting notes, run a marketing audit. You reach for it whenever that specific job comes up.
Skill prompts are formatted for Claude Code, where they load into your environment and trigger by typing /skill-name. You can also use them in any other AI tool by pasting their
contents as system instructions and giving the AI your input.
The difference between a task prompt and a skill prompt: a task prompt builds you something (an output document); a skill prompt does a thing for you (a small reusable capability).
Example products: Brand Name Generator, Meeting Notes Summarizer, Email Subject Line Tester.
Agent configuration prompt
An agent configuration prompt is shaped to give your AI chatbot a persona — a specific role, philosophy, and way of working — that persists across all your conversations with it.
Set it up once in your chatbot's customization area:
- ChatGPT calls these GPTs
- Gemini calls them Gems
- Mistral calls them Agents
- Claude uses system instructions or Projects
After that, you can talk to it like a colleague. It remembers its role across every chat.
Agent configurations are built for sustained work — strategic thinking, ongoing analysis, coaching, decision support. They're not for producing one document; they're for being a partner.
Example products: Chief Marketing Officer, Brand Strategist, Sales Coach.
Bundled prompt
A bundle is a coordinated set of task prompts, skill prompts, and agent configurations that work together to cover a whole domain.
You download a single zip file. Inside is a README that explains what's in the bundle and how to use each piece. Use them piecemeal as needed, or work through them in order.
Bundles are designed for situations where one prompt isn't enough — like setting up a new role's playbook, launching a campaign, or running a project end-to-end.
Example products: New CMO First 90 Days, Brand Foundation Pack, Customer Research Stack.
Which is right for me?
| If you… | Buy this |
|---|---|
| Need a one-off output (a positioning statement, a brief, a plan) | Task prompt |
| Do the same small job often and want a quick way to run it | Skill prompt |
| Want a persistent AI colleague for a role or function | Agent configuration prompt |
| Need to cover a whole domain or workflow | Bundle |
| Want to build a GPT, Gem, or Mistral Agent for yourself | Agent configuration prompt (the instructions plug directly into those builders) |
A note on terminology across AI platforms
Different AI platforms use different names for similar concepts. Here's how Penguin Tree AI's labels map to what you may have heard:
| Penguin Tree AI | ChatGPT (OpenAI) | Gemini (Google) | Mistral | Claude (Anthropic) |
|---|---|---|---|---|
| Task prompt | Prompt | Prompt | Prompt | Prompt |
| Skill prompt | (use as system prompt) | (use as system prompt) | (use as system prompt) | Skill (in Claude Code) |
| Agent configuration prompt | GPT | Gem | Agent | System prompt / Project |
| Bundled prompt | (no direct equivalent) | (no direct equivalent) | (no direct equivalent) | (no direct equivalent) |