Content
Social Source to Insight
Convert high-signal sources into grounded ideas without auto-posting like a caffeinated intern.
Use when
A strong X or YouTube source should become reusable insight and possible social material.
Cadence
After saving a high-signal source
Verification
Source captured, takeaways extracted, draft angles written, and no public post is published without approval.
Advanced specStructured loop spec
| Field | Value |
|---|---|
| Name | Social Source to Insight |
| Category | Content |
| Trigger | After saving a high-signal source |
| Objective | Convert high-signal sources into grounded ideas without auto-posting like a caffeinated intern. |
| Allowed inputs | Relevant files, source notes, logs, tests, screenshots, metrics, or task state for this loop |
| Allowed actions | Capture source metadata and transcript or text.; Extract the useful mechanism, lesson, and examples.; Draft several post angles in the account voice.; Gate publishing and preserve source links. |
| Verification | Source captured, takeaways extracted, draft angles written, and no public post is published without approval. |
| Stop condition | Stop when the verifier passes, the budget is exhausted, no progress is made, a blocker appears, or approval is required. |
| Budget | Set a time, turn, token, retry, file, or dollar cap before running the loop. |
| Approval boundary | Human approval required before publishing, sending, deleting, spending, changing accounts, touching production, or making reputational/legal/financial commitments. |
| Safe output | Draft, report, checklist, table, or approval-gated recommendation |
| Works with | Claude, ChatGPT, Gemini, any tool-using AI assistant |
RunbookSteps
- Capture source metadata and transcript or text.
- Extract the useful mechanism, lesson, and examples.
- Draft several post angles in the account voice.
- Gate publishing and preserve source links.
Copy promptPrompt
Turn the saved source into a reusable source note and draft social angles. Extract grounded takeaways, best practices, and hooks. Never post publicly without approval. Return the note path and gated drafts.