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Find Ideas

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Find what to make next: proven reels to adapt, outliers in a niche, saved inspiration and the creator's own results. Use before scripting, when asked what to post, to judge whether a reference is proven, or to turn saved reels into a short list of ideas.

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  • Added October 7, 2026
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Scanned October 7, 2026

npx -y skills add alisadiq-ai/favstash-ai-video-editing-skills --skill find-ideas --agent claude-code

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SKILL.md
---
name: find-ideas
description: "Find what to make next: proven reels to adapt, outliers in a niche, saved inspiration and the creator's own results. Use before scripting, when asked what to post, to judge whether a reference is proven, or to turn saved reels into a short list of ideas."
---

# Find ideas

Start every reel from evidence: a reference that already worked for someone with a
similar audience, or a result from the creator's own posts. The output is a short
list of ideas, each with its reference, why it's worth copying and the angle that's
true for this creator. Hand the chosen one to `write-script`.

## Where ideas come from

- **References the creator supplies:** a reel URL, a saved post or a screen recording.
- **The creator's saved inspiration:** with FavStash connected, search the stash by
  topic, hook pattern or audience problem, and read saved transcripts and on-screen
  text instead of guessing them. Saving a new URL keeps it with the rest.
- **Niches and competitors:** recent posts from creators the audience already follows.
  Compare each post with that creator's own baseline, not with other accounts.
- **The creator's results:** with FavStash analytics, their own outliers and their
  weakest openings are the best guide to the next test.

Without FavStash, work from supplied URLs and transcripts; everything below still applies.

## Is the reference proven?

Call a reference **proven** only against its own creator's baseline: views at least
3× the median of a comparable recent sample of their posts. Record the views,
publish date, capture date and sample size. Without a baseline it is a **format
reference**: useful for structure, not proof that the hook works.

- A high comment count on a comment-to-DM post shows the gate converted, not that
  the hook earned reach.
- Performance shows association. Topic, timing and distribution stay confounded.
- Saved content is taste and structure, never factual proof for the creator's claims.

## What to record for each idea

```text
Idea: one line, in the viewer's words
Reference: URL, creator, views vs their median (proven | format | original)
Why it worked: the hook lever, the first frame, the payoff
True for this creator: what they can honestly say or show; what must change
Proof available: footage, screen capture, real numbers (or what's missing)
```

Look at the reference itself when the treatment matters: the first frame, the cuts,
the captions and where sounds land. A transcript alone doesn't show the edit;
`edit-video`'s reference helper samples frames from a URL into an analysis copy.

Give the creator three to five ideas, strongest first, and say which one you'd make.
Rights don't transfer with an idea: adapt the hook, structure and pacing, and make
the video from the creator's own footage.

Files in this skill

  • SKILL.md2.7 KB
  • agents/openai.yaml288 B

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