humanize-ppt
A presentation system for agent-made PPTs — born for the talk, not just the template. It turns raw material into an AST (audience-state-transfer) outline with per-page visual-enhancement decisions (image / SVG diagram / video), hands a production brief to a downstream renderer (HTML-PPT skills or native PPTX), then runs a capped 3-round presentation checkup (演讲体检) on the rendered deck. It never renders slides itself. Use before generating PPT/HTML slides from raw material, and after rendering when the user says things like "给这份 deck 做演讲体检" or "PPT 渲染质检". If all you want is one beautiful templa
Profile →npx skills add nexu-io/open-design --skill humanize-ppt --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Humanize PPT Use this skill when a user wants to turn raw material, notes, voice transcripts, documents, or links into a presentation-ready outline and per-page media decisions before delegating rendering to a downstream skill. Old PPT/PPTX files are not read directly: extract their text first (see `scripts/pptx_qa.py`'s dump/inspect output), then feed that text in as `--source`. A deck Humanize PPT already rendered goes through `--qa-from <rendered.pptx>` instead — the presentation checkup, not brief mode. ## Positioning Humanize PPT is a **presentation system, born for the talk**: an **Outline Director** (AST audience-state-transfer — every page turn moves the audience forward), a **Per-Page Visual-Enhancement Director** (real image / SVG diagram / Remotion video), a **Production Brief Orchestrator**, a **Presentation Checkup Runner** (演讲体检; formerly the QA loop, CLI flag still `--qa-from`), and a **Presenter-Mode hand-off**. The motivation: HTML-PPT template skills are great at *concept display* but blow a simple idea into a dozen pretty pages, while a real 90-minute talk is ~30 — the pretty shell outruns the content density. Humanize closes that gap: it keeps the beauty (rend
- Positioning
- AST theory
- Required output contract
- Recommended OPC workflow (v0.6.4)
- Rules
- Working rules
- Operational references
- Local demo
What does the humanize-ppt skill do?
A presentation system for agent-made PPTs — born for the talk, not just the template. It turns raw material into an AST (audience-state-transfer) outline with per-page visual-enhancement decisions (image / SVG diagram / video), hands a production brief to a downstream renderer (HTML-PPT skills or native PPTX), then runs a capped 3-round presentation checkup (演讲体检) on the rendered deck. It never renders slides itself. Use before generating PPT/HTML slides from raw material, and after rendering when the user says things like "给这份 deck 做演讲体检" or "PPT 渲染质检". If all you want is one beautiful templa
How do I install it?
Run `npx skills add nexu-io/open-design --skill humanize-ppt --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From nexu-io/open-design, a repository with 83,577 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.