Extract standalone snippets from newsletters and route to social platforms using parallel sub-agents. Transforms one newsletter into 6-9 platform-optimized social posts.
Transform a single newsletter into multiple social posts using the framework fitting method.
NEWSLETTER
│
├─→ THOUGHT segment → Extract hot take
│ ├─→ LinkedIn (Contrarian template)
│ ├─→ X (Paradox Hook)
│ └─→ Instagram (Quote card)
│
├─→ TREND segment → Extract stat + interpretation
│ ├─→ LinkedIn (Authority template)
│ └─→ X (Commentary)
│
└─→ TOOL segment → Extract recommendation
├─→ LinkedIn (List/How-to)
└─→ X (Thread: tool + benefits)
Read the newsletter and extract standalone snippets from each segment.
From THOUGHT segment (contrarian take):
hot_takeFrom TREND segment (data/research):
statFrom TOOL segment (practical advice):
how_toOutput format:
## Extracted Snippets
### Snippet 1 (from THOUGHT)
**Type:** hot_take
**Content:** [1-2 sentence opinion]
**Context:** [why this matters]
### Snippet 2 (from TREND)
**Type:** stat
**Content:** [stat + interpretation]
**Source:** [if external]
### Snippet 3 (from TOOL)
**Type:** how_to
**Content:** [recommendation]
**Benefit:** [what it enables]
For each snippet, spawn parallel platform sub-agents.
Load for all sub-agents:
Sub-agent prompt pattern:
You are a [PLATFORM] content specialist for OpenEd.
SNIPPET: [extracted snippet]
TYPE: [hot_take|stat|how_to]
Match to 2-3 best templates from TEMPLATE_INDEX.md.
Generate draft options.
Apply voice constraints.
Return for selection.
Platform-specific routing:
| Snippet Type | X | |||
|---|---|---|---|---|
| hot_take | Contrarian, Story | Paradox Hook, Binary | Quote card | Agree/Disagree |
| stat | Authority, Commentary | Commentary, Thread | Carousel | Question post |
| how_to | List, Tips | Thread | Carousel | Fill-blank |
Apply Lite Quality Loop (3-judge):
Before finalizing, check if any people are mentioned:
Output approved posts to Social_Scheduling.md or directly to GetLate.
Expected output per newsletter:
Total: 6-9 social posts from one newsletter
| Type | Best Templates |
|---|---|
| hot_take | Contrarian, Paradox Hook, Binary Framing, Call BS |
| stat | Authority, Commentary, Data Story |
| how_to | List, Thread, Tips, Do's/Don'ts |
| quote | Quote + Hot Take, Commentary |
| story | Transformation, Day-in-Life |
text-content - Full template libraryquality-loop - Quality gatesopened-daily-newsletter-writer - Newsletter sourcex-posting - X/Twitter scheduling