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Ahmad Bukhari

Revenue and acquisition

Organic content operations: Build social drafts from research, not a blank prompt.

Organic content operations connects topic discovery, focused research and format-specific drafting. Competitor RSS and publication sources feed the research path, while selected ideas carry account context and writing requirements into reusable drafts ready for the team’s editorial review.

What it does

  • Workflow structure connecting competitor RSS, topic research and custom organic-copy production.
  • Topic-research component with defined input, processing and destination boundaries.
  • Format-specific drafting paths that carry the selected idea, account and writing requirements into editorial handoff.

Why it matters

Gives editors a repeatable path from relevant source material to focused, reusable social drafts.

discovery, research and draft production
3 documented stagesScope of the archived workflow family. The native capture covers the topic-research component, not a complete live publishing account.

Under the hood

Technology stack

  • n8n
  • Anthropic
  • HTTP tools
  • MCP client

Build note

RSS to research to reusable social drafts.
Source & context

Based on historical operating documentation and archived implementation evidence. Current end-to-end execution and business results were not independently retested.

Native n8n imports are local and inactive, not production execution. Historical recording capture dates are unknown; a displayed report period is not its capture date. Local source review: October 27, 2026. Public release and client-material clearance remain separate.

Discover a topic before drafting it

The source family includes competitor RSS, post-topic research and custom organic-copy workflows. The recovered eleven-node topic-research export provides a real backend view of that stage.

Keep the draft and the publication separate

A generated post is not a published post or an engagement result. This record covers documented production structure and the review handoff; no posts are sent from the private artifact.

Make reuse inspectable

The workflow source and read-only explorer show the input, processing and destination boundaries. Original populated calendar and idea-to-approval frontend scenes remain unavailable, so no replacement frontend is fabricated.

Inside the system

  • Source knowledge base Collects configured competitor and publication material, with deeper analysis of selected videos.
  • Idea curation board Lets editors save, refine and select source-based or researched candidates.
  • Scheduled topic research Targets three to five daily candidates as a specification, not measured output.
  • Format-specific generation Routes an account, selected idea, format and requirements to the appropriate writing workflow.
  • Editorial handoff Links drafts to the profile for human review; automatic publishing is not documented.

The handoff

  • Source knowledge base
  • Editorial curation board
  • Account and format selection
  • Linked content drafts

Technology stack

Selected research workflow

  • n8n
  • Anthropic
  • HTTP tools
  • MCP client

Selected recovered research graph only; not the complete wider content system.

Not established

  • MCP provider identity and production hosting are not verified.
Source & context
ViewProvenance and limitationEvidence class
Fig. 1Original organic topic-research workflow

11-node archived source imported locally. Inactive; not a live publishing account.

Local import only
Fig. 2Organic research source branch

Native local source detail. Original populated calendar and approval frontend remain unavailable.

Local import only

Based on historical operating documentation and archived implementation evidence. Current end-to-end execution and business results were not independently retested.

Native n8n imports are local and inactive, not production execution. Historical recording capture dates are unknown; a displayed report period is not its capture date. Local source review: October 27, 2026. Public release and client-material clearance remain separate.

Reviewed: 2026-10-27

Map your version of this system

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