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Strategy for a defensible AI product v1.0.0
Use this resource to find where AI adds the most value and build a defensible product
New
- 353 downloads
- 124 likes
- 189 saves
Free
Install with the CLI
In a terminal, from the folder you want:
npx --yes palatekit@latest install ai-product-strategy-defensibilityWith no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.
First time: connect the CLI with
npx --yes palatekit@latest loginThe agent spots the painful tasks where AI pays off most, compares RAG and fine-tuning based on the need for live data, then proposes a graduated approach to autonomy. You get an AI product strategy, an architecture choice and the risks to watch.
Updated November 2, 2026
Previews
Details
- Install guides
- Generates with
- Your agent's model
- Licence
- MIT
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What you get
- SKILL.md: strategy method and autonomy ladder
- references/artifacts.md: AI product scoping templates
- references/guest-insights.md: guest insights on AI
Good fit for
- You are adding AI to your product without knowing which feature matters
- You are torn between RAG and fine-tuning for your assistant
Not for
Tags
- AI
- strategy
- RAG
- defensibility
About
You say
“Tell me which workflow in my accounting software would gain most from AI, and whether I should use RAG.”
Skill published by refoundai under the MIT license, delivered in its original version.
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How to use it
- Install the skill in your agent's skills folder
- Ask your agent to find where AI adds the most value and build a defensible product
- Review and adjust the result
Content preview
Files
- LICENSE1.1 KB
- NOTICE-PALATEKIT.md0.5 KB
- references/artifacts.md67.7 KB
- references/guest-insights.md52.1 KB
- SKILL.md7.4 KB
Origin and licence
Listed unmodified
- Author
- refoundai
- Source
- github.com/refoundai/lenny-skills/tree/13598cc54e09399bc1bc1398b0fca284110efb2f/skills/ai-product-strategy
- Licence
- MIT
Notice
« ai-product-strategy » (refoundai, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.
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