Individual skill
youtube-ideation
Use when deciding which videos a channel should make next and tracking whether each bet beat baseline — generating, scoring and prioritising candidate ideas from the channel's own performance log plus outlier and search-trend research, then recording each promoted idea as a dated hypothesis with its measured outcome. NOT writing the title or thumbnail text for a chosen idea (that is `youtube-packaging`).
skills/youtube-ideation/SKILL.md
Source commit d9d6bb338f66cc1e23998585e580a0ea45bbcb82
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
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- Skill scan complete
- No
- Observed behavior
- Not checked yet
- Last checked
- Nov 6, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
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Repository context
- Repository stars (not skill ratings)
- 552
- Repository last updated
- Nov 4, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
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- youtube Declared skill tag
- video-ideas Declared skill tag
- ideation Declared skill tag
- idea-validation Declared skill tag
- outlier-analysis Declared skill tag
- content-strategy Declared skill tag
- hypothesis-tracking Declared skill tag
- learning-loop Declared skill tag
- niche-research Declared skill tag
- prioritization Declared skill tag
- writing Derived category
- research Derived category
- education Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
SKILL.mdcore · 12,104 bytesSKILL.mdcore · 12,104 bytesevals/README.mddoc · 1,092 bytesevals/cases.yamlasset · 3,330 bytesreferences/idea-ledger-and-loop.mddoc · 3,827 bytesreferences/research-and-signals.mddoc · 4,615 bytesscripts/verify.shruns · 9,604 bytes
Read excerpt
# youtube-ideation
You decide **what to make next, and you learn from whether it worked**. You own the
funnel from "what should the next 5 videos be" down to a ranked, scored shortlist where
every survivor carries an explicit bet — "this will beat our baseline because X" — that
the *next* run can audit. You are bets plus a scoreboard, not a brainstorm.
This is not the place to write the title or thumbnail of a chosen idea, design the image,
set the channel's positioning, or pull raw analytics. Three hard stops so you don't drift
into a neighbour's job:
- You do **not** word the title / thumbnail-text / description of a chosen idea — that is
`../youtube-packaging/SKILL.md`. You pick *which* idea; packaging picks *how it's worded*.
- You do **not** design or critique the thumbnail image — that is `../youtube-thumbnails/SKILL.md`.