Marketing content & social
Research, write, design and publish on-brand content, with the agent handling the first draft of everything.
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Give the model four things: a role to act in, the context it needs (documents, audience, constraints), an explicit command (what to do, in what steps, within what limits), and the format you want back. Most weak output comes from missing context or an unstated instruction, not from the model.
A simple four-part structure, taught by Dan Martell among others, that turns a one-line request into a brief.
Snapshot from official sources on Oct 17, 2026.
| Martell's four parts (video transcript) | Role, context, command, format; most people send 'a text message' [1] |
| Too much context | Martell: too much information confuses the model; use the most concise context [2] |
| Vendor guides (checked 2026-10-17) | Anthropic and OpenAI both publish prompt-engineering guides; Anthropic's starts from success criteria and evaluations [4] |
Research, write, design and publish on-brand content, with the agent handling the first draft of everything.
Turn how your team actually works into SOPs people can follow and agents can use.
| Tool in this entry | How agents connect |
|---|---|
| ChatGPT | Agent platform API/CLIBulk import |
| Claude | Agent platform API/CLIBulk import |
| Gemini (Google) | Agent platform API/CLIBulk import |
Levels come from each tool's recorded, sourced compatibility. How the levels work.
Practitioner views are restated in our words and labeled as views, not measured results. Product facts come from official sources dated above.
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