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Paper Slide Deck Generator · brycewang-stanford | DecimalAI

design mediaby brycewang-stanford

Paper Slide Deck Generator

brycewang-stanford/paper-slide-deck

Source brycewang-stanford/Auto-Empirical-Research-Skills ↗License NOASSERTION

Generate professional slide deck images from academic papers and content. Creates comprehensive outlines with style instructions, auto-detects figures from PDFs, then generates individual slide images.

SkillScore72Maintained

Automatic

Doc Ops pack

Last verified 8/7/2026

What it changes

Passed 17 of 24 test cases with the skill, and 7 of 24 without it.

Without skill28%

With skill72%

Checks it passed that the model alone missed

Selects notion as the visual style.
Prefixes source filenames with source-.
Selects sketch-notes as the visual style.

and 9 more in the full report

11 fixed7 passed either way7 still failing0 broke

Pass-rate lift: +44 pp
Tokens: +207%
Agent turns: 0%
Response time: -51%

Model gemini-3.6-flashMeasured 8/7/2026v118 of 25 cases passed with skill · 24 comparable

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/brycewang-stanford-paper-slide-deck/SKILL.md https://app.decimal.ai/s/brycewang-stanford-paper-slide-deck/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add brycewang-stanford-paper-slide-deck, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/brycewang-stanford-paper-slide-deck/ and pins it in .decimal/skills.lock

decimalai skills add brycewang-stanford-paper-slide-deck

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/brycewang-stanford-paper-slide-deck/SKILL.md https://app.decimal.ai/s/brycewang-stanford-paper-slide-deck/SKILL.md

Raw file: /s/brycewang-stanford-paper-slide-deck/SKILL.md ↗ · machine-readable summary at /s/brycewang-stanford-paper-slide-deck.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 11 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 11

Prompt

When copying user input markdown files, uploaded diagrams, and spreadsheet files into `slide-deck/topic-slug/`, what file prefix convention is required for these source artifacts?

What was checked, without and with the skill
Checked	Without skill	With skill
Prefixes source filenames with source-.	Missed	Passed

case-23 · gemini-3.6-flash · 8/7/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md474 lines6 files

Paper Slide Deck Generator

Transform academic papers and content into professional slide deck images with automatic figure extraction.

Usage

/paper-slide-deck path/to/paper.pdf
/paper-slide-deck path/to/paper.pdf --style academic-paper
/paper-slide-deck path/to/content.md --style sketch-notes
/paper-slide-deck path/to/content.md --audience executives
/paper-slide-deck path/to/content.md --lang zh
/paper-slide-deck path/to/content.md --slides 10
/paper-slide-deck path/to/content.md --outline-only
/paper-slide-deck  # Then paste content

Script Directory

Important: All scripts are located in the scripts/ subdirectory of this skill.

Agent Execution Instructions:

Determine this SKILL.md file's directory path as SKILL_DIR
Script path = ${SKILL_DIR}/scripts/<script-name>.ts
Replace all ${SKILL_DIR} in this document with the actual path

Track record

Benchmark

17 / 24

test cases passed, vs 7 / 24 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/2/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

brycewang-stanford / Auto-Empirical-Research-Skills

skills/02-luwill-research-skills/paper-slide-deck/SKILL.md

View on GitHub ↗

License NOASSERTIONImported 8/2/2026Version v1Bundled 5 files

Other skills for the same job

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See it in action

What's inside

Paper Slide Deck Generator

Usage

Script Directory

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

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