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Agent Skill

Ppt Analysis skill

ppt-analysisOpenSenseNova/SenseNova-Skillsskills/sn-da-non-spreadsheet-analysis/capability/ppt-analysis/SKILL.md

PPT (.pptx/.ppt) 全量解析。覆盖：所有 slide 文本/表格/图表提取、嵌入图片 caption、纯图片 slide 渲染识别、数据标签提取。

5.8kMIT

always on

50 tokname + description

once used

2,632 tokSKILL.md body

bundled files

0

repo stars

5.8kGitHub

Install the Ppt Analysis skill

Skills CLI (Claude Code, Codex, Cursor and others)

npx skills add https://github.com/OpenSenseNova/SenseNova-Skills --skill ppt-analysis

Claude Code, by hand (all projects)

git clone --depth 1 https://github.com/OpenSenseNova/SenseNova-Skills.git /tmp/SenseNova-Skills
mkdir -p ~/.claude/skills
cp -R /tmp/SenseNova-Skills/skills/sn-da-non-spreadsheet-analysis/capability/ppt-analysis ~/.claude/skills/ppt-analysis

For one project only, copy the folder into .claude/skills/ in that project instead. The agent picks it up when a task matches its description.

What it costs your context

Agent Skills load in three steps. Tokens counted with the o200k tokenizer; your model's count will differ a little.

WhenWhat loadsCost
Every sessionName and description50 tok
When the agent uses itThe SKILL.md instructions2,632 tok
Only if openedNo bundled files—

Until it is used, ppt-analysis costs about 27× less than the median MCP server we measured (1,362 tokens on every turn). Installing all 83 skills from OpenSenseNova/SenseNova-Skills would load 5,827 tokens of descriptions. Skills vs MCP study

Checks

Our checks found nothing to flag: it follows the Agent Skills specification's naming and size guidelines and doesn't pipe downloads into a shell.

Checked 2026-10-22 · method

What's inside

The headings of its SKILL.md. Read the full file on GitHub.

  • PPT Analysis — .pptx / .ppt
  • Environment
  • Core Method 1: Full Text Extraction (ALL slides)
  • Core Method 2: Table Extraction (Structured)
  • Core Method 3: Chart Data Extraction
  • Core Method 4: Render Image-Only Slides → Caption
  • Common Patterns
  • Keyword search across all slides
  • Time-line / process extraction from PPT
  • Statistics from PPT tables (e.g., 录用占比)
  • Full Workflow Example
  • Pitfalls

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