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AI272/speaker

Speaker is a Codex skill project for academic presentations: read real.pptx, combine text extraction, PPTX structure parsing, page-by-page rendering, OCR, and visual review to generate page-by-page speaker notes, and write a clean version of the lecture into the PowerPoint comment area.

Claude Code Design Productivity Research

History

Review weekly changes to SKILL.md before updating. Dates mark the weeks in which we observed each version; checks apply to the recorded commits.

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`ppt-speech-writer/SKILL.md`

Week of Oct 26, 2026 · +0 / −0 lines

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a7b5b9d8b268 → a7b5b9d8b268

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Verified commit a7b5b9d8b268d2b8cf8a4acc5e4b004a8911a93b

Version-pinned installation · Claude Code

git clone --filter=blob:none --no-checkout https://github.com/AI272/speaker.git .hotskills/ai272-speaker && git -C .hotskills/ai272-speaker checkout --detach a7b5b9d8b268d2b8cf8a4acc5e4b004a8911a93b
# Copy each selected skill directory from .hotskills/ai272-speaker into .claude/skills/<skill-name>/

475GitHub stars

3stars in 7 days

1skill in this repository

0commits in 30 days

Heat

2.8

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Star growth, last 24 hoursNot available
Rank movement, last 7 daysNot available
Commits, last 30 daysNot available
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Hot votes this weekNot available

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Individual skills in this repository

ppt-speech-writer ppt-speech-writer

How it works

ppt-speech-writer

When your agent uses it

Read a real .pptx using text extraction, OOXML inspection, slide rendering, OCR, visual inventory, and vision-capable screenshot review; then write academic speaker notes grounded in every visible slide element, generate a complete display-version document, and inject clean notes into the PowerPoint notes pane. Use when the user wants speaker notes, presenter notes, a speech script, narration, or annotated notes for an existing PowerPoint deck, especially when slides contain images, charts, tables, SmartArt, axes, legends, or screenshot text.

What it loads into context

Frontmatter

117 tokens

Always available to the agent

SKILL.md

4,890 tokens

When the skill is activated

Reference documents

3,373 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

Grounding Contract
Language Lock
Slide Prose Style
Timing And Pacing Model
Required Workflow
Dependency Guidance

Scripts executed separately

scripts/inject_notes.py
scripts/read_slides.py
scripts/render_slides.py
scripts/vision_review.py
scripts/visual_inventory.py
scripts/write_display_docx.py

Files

LOGIC.mddoc12,104 bytes
SKILL.mdcore21,734 bytes
SKILL.mdcore21,734 bytes
SKILL.mdcore21,734 bytes
SKILL.mdcore21,734 bytes
SKILL.mdcore21,734 bytes
SKILL.mdcore21,734 bytes
SKILL.mdcore21,734 bytes
scripts/inject_notes.pyruns3,749 bytes
scripts/read_slides.pyruns9,324 bytes
scripts/render_slides.pyruns2,639 bytes
scripts/vision_review.pyruns5,668 bytes
scripts/visual_inventory.pyruns7,971 bytes
scripts/write_display_docx.pyruns7,741 bytes

No excerpt is shown for this license. Read the source on GitHub.

View the complete source on GitHub

Skills included

ppt-speech-writer

Repository facts

License: No license detected
Created: Jun 3, 2026
Last pushed: Jun 23, 2026
Forks: 18
Open issues: 1
Project activity: Slowing

Before you install

Local scripts

Automated signals, not a guarantee

Checked Nov 5, 2026

Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.

Show 6 notes

ppt-speech-writer/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
ppt-speech-writer/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
ppt-speech-writer/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
ppt-speech-writer/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
ppt-speech-writer/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
ppt-speech-writer/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed

No broad tool permissions
No dangerous shell commands
5 network referencesin 1 file: ppt-speech-writer/scripts/read_slides.py:18
No hidden or obfuscated text
No instruction overrides
6 executable scriptsin 6 files: ppt-speech-writer/scripts/inject_notes.py:1 ppt-speech-writer/scripts/read_slides.py:1 ppt-speech-writer/scripts/render_slides.py:1 and 3 more
No access to secrets
No requests to vote in Hot

Show all 11 signals by file

`ppt-speech-writer/scripts/inject_notes.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

`ppt-speech-writer/scripts/read_slides.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

Network accessline 18

NS = {     "a": "http://schemas.openxmlformats.org/drawingml/2006/main",

Network accessline 19

"a": "http://schemas.openxmlformats.org/drawingml/2006/main",

Network accessline 20

"c": "http://schemas.openxmlformats.org/drawingml/2006/chart",

Network accessline 21

"p": "http://schemas.openxmlformats.org/presentationml/2006/main",

Network accessline 22

"r": "http://schemas.openxmlformats.org/officeDocument/2006/relationships",

`ppt-speech-writer/scripts/render_slides.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

`ppt-speech-writer/scripts/vision_review.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

`ppt-speech-writer/scripts/visual_inventory.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

`ppt-speech-writer/scripts/write_display_docx.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

How the signals fit together

Facts from a static read of the files at the pinned commit. They describe what the code does, not why.

Declared and executed: 1 fact

Contacts schemas.openxmlformats.org, which SKILL.md, the README and the plugin manifest do not mentionppt-speech-writer/scripts/read_slides.py:19High confidence

Signal confidence: 11 facts

Executable script in code of a file that runsppt-speech-writer/scripts/inject_notes.py:1High confidence
Executable script in code of a file that runsppt-speech-writer/scripts/read_slides.py:1High confidence
Network access in code of a file that runsppt-speech-writer/scripts/read_slides.py:18High confidence
Network access in code of a file that runsppt-speech-writer/scripts/read_slides.py:19High confidence
Network access in code of a file that runsppt-speech-writer/scripts/read_slides.py:20High confidence
Network access in code of a file that runsppt-speech-writer/scripts/read_slides.py:21High confidence
Network access in code of a file that runsppt-speech-writer/scripts/read_slides.py:22High confidence
Executable script in code of a file that runsppt-speech-writer/scripts/render_slides.py:1High confidence
Executable script in code of a file that runsppt-speech-writer/scripts/vision_review.py:1High confidence
Executable script in code of a file that runsppt-speech-writer/scripts/visual_inventory.py:1High confidence
Executable script in code of a file that runsppt-speech-writer/scripts/write_display_docx.py:1High confidence

Works with

Agent compatibility, from the files in this repository
Agent	Status	Evidence	Install to
Claude Code	Native	Path .claude/skills/ppt-speech-writer	`.claude/skills/<skill-name>/`
Codex	Compatible	Standard SKILL.md ppt-speech-writer/SKILL.md	`.agents/skills/<skill-name>/`
Cursor	Compatible	Standard SKILL.md ppt-speech-writer/SKILL.md	`.cursor/skills/<skill-name>/`
Gemini CLI	Compatible	Standard SKILL.md ppt-speech-writer/SKILL.md	`.gemini/skills/<skill-name>/`
GitHub Copilot	Compatible	Standard SKILL.md ppt-speech-writer/SKILL.md	`.github/skills/<skill-name>/`
OpenCode	Compatible	Standard SKILL.md ppt-speech-writer/SKILL.md	`.opencode/skills/<skill-name>/`

Native The repository ships a manifest, folder or frontmatter field for this agent.
Compatible A standard SKILL.md that this agent can read.
Unknown No evidence either way.

Derived automatically from paths, manifests and frontmatter. Not tested on each agent.

AI272/speaker

History

ppt-speech-writer/SKILL.md

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Heat

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Individual skills in this repository

How it works

ppt-speech-writer

Frontmatter

SKILL.md

Reference documents

The playbook

Scripts executed separately

Files

Skills included

Repository facts

Before you install

ppt-speech-writer/scripts/inject_notes.py

ppt-speech-writer/scripts/read_slides.py

ppt-speech-writer/scripts/render_slides.py

ppt-speech-writer/scripts/vision_review.py

ppt-speech-writer/scripts/visual_inventory.py

ppt-speech-writer/scripts/write_display_docx.py

How the signals fit together

Works with

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