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Decline out-of-scope autonomous agentic workflow request - #3

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Bizyboy merged 1 commit into
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copilot/create-autonomous-agent-workflow
Apr 12, 2026
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Decline out-of-scope autonomous agentic workflow request#3
Bizyboy merged 1 commit into
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copilot/create-autonomous-agent-workflow

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Copilot AI commented Feb 28, 2026

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The issue requested building a multi-service autonomous AI workflow (ChatGPT → Canva → Amazon KDP → LinkedIn) inside the Ghost CMS repository — an entirely unrelated application with no overlap with Ghost's codebase or responsibilities.

Why no code changes were made

  • Wrong repository: Ghost is a headless CMS; the request describes a standalone AI content-generation pipeline
  • No public KDP API: Amazon KDP has no programmatic publishing API, making full automation impossible without ToS-violating browser automation
  • Missing credentials: Live API keys for OpenAI, Canva, LinkedIn, and Amazon KDP are required and unavailable
  • Scope mismatch: Implementing this would mean shipping an entirely new product, not a targeted fix or feature

What would actually be needed

This workflow belongs in a separate service/repo with:

  • OpenAI API integration for research and writing
  • Canva API for design generation
  • LinkedIn API for post publishing
  • Manual or semi-automated KDP submission (no public API exists)
Original prompt

useing chatgpt, canva, linkdin, and creative writing and Amazon kdp, create a autonomous agentic workflow to do a deep research on newest and most effective AI tools and technology and create a digital ebook about what it is. how to use it efficiently how much it is and capabilities with an useful example work flow tree and publish it on Amazon kdp and then create a post on linkdin

so then you. will need to break down each objective creating workflow automations for each


✨ Let Copilot coding agent set things up for you — coding agent works faster and does higher quality work when set up for your repo.

Copilot AI changed the title [WIP] Create autonomous agent workflow for AI tools research and eBook Decline out-of-scope autonomous agentic workflow request Feb 28, 2026
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Bizyboy marked this pull request as ready for review April 12, 2026 20:03
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Bizyboy merged commit 08cfa92 into main Apr 12, 2026
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Bizyboy deleted the copilot/create-autonomous-agent-workflow branch April 12, 2026 20:04
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2 participants