RUN A SKILL TO BEGIN
click a skill - press run - or type any prompt
READY
MEMORY
PRODUCTIVITY
RESEARCH
CONTENT
FINANCE
OPS / CUSTOM
OUTPUT — yt-pipeline
Plan: launch yt-pipeline background agent + parallel web/github searches + direct yt-search script. loading deferred tools.launching yt-pipeline background + 6 web searches + yt-search script in parallel.rich data in. yt-pipeline still running background. synthesizing brief with current data; will append NotebookLM analysis on completion-brief saved. yt-pipeline still running background + will append NotebookLM analysis on completion.
Top signals:
- Skill ecosystem > marketplace pattern. 1,400+ skills across awesome-lists. Universal skill portability but paying off.
- Workhorse > flashy. Top installs > code-reviewer, git-commit-writer, readme-generator.
- Big-co skills landed: Anthropic frontend-design (2TFK), Google on Figma canvas. v.simplify / batch shipping next-version (Boris Cherry).
- Sentiment excited > tactical, not skeptical. Topic rising fast (May 3 Note Mark vid + 100k in 1 day).
- Content gaps for [Chase AI] > skill quality/vetting framework, anti-patterns ("skills tax"), team governance, performance evals, cross-agent portability reality check, advanced patterns (dynamic context injection - 's flag), vertical packs beyond dev.
- Existing [Chase AI] Mar 18 video at 3m - natural sequels: evals video, governance video, weekly skill series tied to [Evergreen-rotation].
Sources:
- Extend Claude with skills - Docs
- Anthropic/skills
- antigravity/awesome-agent-skills
- Boris Cherry - v.simplify / batch
- - dynamic context injection
- Jaskil - Minimizing entrepreneur skills
- Install-cause rankings
- Jon S Github repos + Analytics-Vid/yt-pipeline done. Appending NotebookLM analysis + new gaps to brief.Brief complete. NotebookLM analysis + 7 new gaps merged.
Headline finding > cross-source contradiction = best content angle:
- Marketplace evangelists (Note Mark, skills.sh, antigravity) push install-many.
- Power users (Matt Pocock, Simon Scrapes) push back: 100+ skills = activation drops to ~10%, skills cannibalize each other. Ceiling: 20-30 curated.
- Nobody owns the "skills tax" anti-pattern angle. High-CTR thesis.
Top 6 video angles for [Chase AI] (ranked by gap + audience fit):
- Skill security audit framework (review community skill before install)
- Cost-optimized skills (Matka routing, escalate-only/when-needed)
- Skills tax / when more skills = worse Claude
- Activative debugging (trigger word audits, conflict detection)
- Non-coding business skills (Broaden beyond dev + fits [chase-ai-plus-structure])
- Evergreen "skill of the week" series - [Evergreen-rotation]