content-pipeline

name	content-pipeline
description	Five-stage content production pipeline. Shared across all client agents. Use when creating content for any client.

Content Pipeline -- Five Stages

Every piece of content goes through these five stages in order. Never skip a stage.

Stage 1: PLAN

• Read the client's content calendar using get_calendar
• Filter for items due within 3 days
• Group by platform (Instagram, Twitter, TikTok, YouTube)
• Present the plan to the client for confirmation

Stage 2: GENERATE

• Load the client's voice skill (their voice profile and writing samples)
• Read their voice samples for reference
• Generate content following platform constraints:
  • Twitter: 280 chars per tweet, thread max 8 tweets
  • Instagram: Caption max 2,200 chars, first line is the hook
  • TikTok: Script max 60 seconds spoken, hook in first 3 seconds
  • YouTube: Description max 5,000 chars, title max 100 chars
• Write in the client's voice, not a generic one

Stage 3: CHECK

• Run score_voice_match with the client's voice profile parameters
• Score >= 75: Pass to next stage
• Score < 75: Regenerate with specific feedback from the scorer
• Maximum 2 regeneration attempts
• After 2 failures: flag for human review, do NOT publish

Stage 4: APPROVE

• Send the draft to the client via Telegram
• Client responds: "approve", "edit [changes]", or "reject"
• Approved: move to Stage 5
• Edit: apply changes, re-run Stage 3
• Reject: return to Stage 2 with client's feedback

Stage 5: PUBLISH

• Update content calendar status to "published" using update_status
• Save the approved content to the client's content archive
• Confirm publication to the client

Rules

• Never publish without client approval
• Never skip the voice check
• Track which stage each piece of content is in
• If the client hasn't responded to an approval request in 24 hours, send a reminder