pptx
Skill1 starsChanged 7 months agoMITView on GitHub
Presentation creation, editing, and analysis for .pptx files: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layouts, (4) Adding comments or speaker notes. Academic/paper-based presentations use the embedded Beamer module at end of this file (PDF output only).
- Installs packages
We split this skill into the rules it gives an agent
41 rules. 0 are common, 28 are distinctive, and 13 are very specific to this project.
0
Common
Most of the 189 edited versions we read keep these.
28
Distinctive
This author's own choices. Worth a look.
13
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 97
When the user upload a pptx file,and do not ask you to create a fully new pptx,you must create a presentation that follows an existing …
- Very specific: line 102
Read template-content.md: Read the entire file.
- Very specific: line 103
Create thumbnail grids: python scripts/thumbnail.py template.pptx
- Very specific: line 108
Create and save template-inventory.md containing:
- Very specific: line 139
Read text-inventory.json entirely.
- Distinctive: line 142
Verify which shapes exist in inventory — only reference shapes that are present
- Very specific: line 143
Add "paragraphs" field to shapes that need content
- Distinctive: line 160
When in doubt, err shorter rather than longer.
- Distinctive: line 171
When creating a new PowerPoint presentation from scratch, use the Design System + Component workflow.
- Distinctive: line 175
Before ANY design work, classify the presentation into one of the five scenes below:
- Very specific: line 187
Read themes.md and select a theme based on scene and content tone.
- Very specific: line 211
Read design-system.md. Understand the color system (mandatory) and creative principles (guidelines).
- Very specific: line 215
Read html2pptx.md completely from start to finish.
- Very specific: line 225
Read components.md for available starting points
- Distinctive: line 228
Fill the slide: Avoid large empty areas. If content is sparse, use larger typography, more generous spacing, bigger visual elements, or add …
- Distinctive: line 231
Use data visualization components when content contains numbers, comparisons, percentages
- Distinctive: line 236
Add colored background blocks or sections
- Distinctive: line 237
Use a darker or tinted background instead of pure white
- Distinctive: line 238
Add decorative elements (accent bars, shapes, gradient bands)
- Distinctive: line 240
Use a photo background with mask overlay
- Very specific: line 265
Start from a component template in components.md, or design from scratch
- Distinctive: line 269
Before writing each slide's HTML: Check the Card Style Cookbook at the top of components.md.
- Very specific: line 271
Card styles: Use the Card Style Cookbook in components.md to swap between shadow/outline/solid/accent-bar/dark card styles.
- Distinctive: line 272
Title bars: All content slides must use the same header style — pick one title bar variant from components.md and apply it consistently …
- Distinctive: line 273
Dark pages: Use the Dark Background Content Templates in components.md for rhythm-breaking dark slides.
- Distinctive: line 274
Fill the slide: If there's visible empty space, increase font sizes, add visual elements, expand padding, or use a colored/photo background.
- Distinctive: line 279
Before converting to PPTX, do a quick scan of your slide sequence:
- Distinctive: line 283
Do real photographs appear on covers and at least one other slide?
- Distinctive: line 285
If the answer to any is "no", revise before proceeding.
- Very specific: line 289
Create and run a JavaScript file using html2pptx.js to convert HTML slides to PowerPoint:
- Distinctive: line 321
Read and carefully examine the thumbnail image for:
- Distinctive: line 326
Consistency check: All body text same font and size?
- Distinctive: line 327
If issues found, adjust HTML and regenerate
- Distinctive: line 332
Before finalizing, do a quick visual quality scan:
- Distinctive: line 343
If major issues are found, fix and regenerate.
- Distinctive: line 382
When editing slides in an existing PowerPoint presentation, work with raw Office Open XML (OOXML) format.
- Very specific: line 385
MANDATORY - READ ENTIRE FILE: Read ooxml.md (~500 lines) completely from start to finish.
- Distinctive: line 401
Default: 5 columns, max 30 slides per grid (5x6)
- Distinctive: line 419
IMPORTANT: When generating code for PPTX operations:
- Distinctive: line 421
Avoid verbose variable names and redundant operations
- Distinctive: line 422
Avoid unnecessary print statements
“Common” is measured: kept by at least 6 in 10 of the 189 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
PPT creation, editing, and analysis
Quick Setup
bash "$SKILL_DIR/setup.sh" # Interactive environment check + installRouting: Academic / Paper-Based Presentations → Beamer
STOP — check this before doing any work.
If the request matches any trigger below, skip the PPTX workflow entirely. Read
beamer.mdin this directory and follow its instructions.
| Trigger | Typical phrasing |
| Reading / summarizing a paper to make slides | "read this PDF and make slides", "make slides from this paper" |
| Academic / scientific / research presentation | "conference talk", "research presentation", "academic presentation" |
| Thesis or dissertation defense | "thesis defense", "proposal defense", "defense slides" |
| Any scholarly audience presentation | "academic PPT", "paper presentation", "research talk" |
| STEM / science courseware | "STEM slides", "science lecture", "math/physics/chemistry courseware" |
| User mentions a "paper" or "thesis" in any language | "present this paper", "talk about this thesis", "summarize this article into slides" |
| Uploaded file is clearly an academic paper | "make slides from this", "help me present this" — where the uploaded PDF contains academic indicators (abstract, keywords, references, DOI, author affiliations, journal name) in the first 3 pages |
Beamer output format: PDF-style slides only.
Routing decision rule: The trigger table above applies to all languages. For non-English requests, match by semantic meaning — mentally translate the user's intent into English and check against the triggers.
Important: In many languages (e.g., Chinese, Japanese, Korean), "PPT" is a generic colloquial word for "slides" or "presentation" — it does NOT indicate a preference for
.pptxformat. Only route to the PPTX workflow when the user explicitly requests.pptxformat (e.g., "I need a .pptx file", "export as pptx") or the content is clearly non-academic (e.g., marketing, business, teaching children).
Overview
A user may ask you to create, edit, or analyze the contents of a .pptx file. A .pptx file is essentially a ZIP archive containing XML files and other resources that you can read or edit. You have different tools and workflows available for different tasks.
Reading and analyzing content
Text extraction
To read the text content of a presentation, convert it to markdown:
python -m markitdown path-to-file.pptxRaw XML access
For comments, speaker notes, slide layouts, animations, design elements, or complex formatting, unpack the presentation and inspect its raw XML.
Unpacking a file
python ooxml/scripts/unpack.py <office_file> <output_dir>Note: unpack.py is at skills/pptx/ooxml/scripts/unpack.py relative to the project root. If not found, run find . -name "unpack.py" to locate it.
Key file structures
| Path | Contents |
ppt/presentation.xml | Main metadata and slide references |
ppt/slides/slide{N}.xml | Per-slide content |
ppt/notesSlides/notesSlide{N}.xml | Speaker notes |
ppt/comments/modernComment_*.xml | Slide comments |
ppt/slideLayouts/ | Layout templates |
ppt/slideMasters/ | Master slide templates |
ppt/theme/ | Theme and styling |
ppt/media/ | Images and other media |
Typography and color extraction
When emulating an existing design, extract typography and colors before starting:
- Theme file —
ppt/theme/theme1.xml: colors (<a:clrScheme>), fonts (<a:fontScheme>) - Slide content —
ppt/slides/slide1.xml: actual font usage (<a:rPr>) and colors - Global search — grep for
<a:solidFill>,<a:srgbClr>, and font references across all XML files
Creating a new PowerPoint presentation using a template
When the user upload a pptx file,and do not ask you to create a fully new pptx,you must create a presentation that follows an existing template's design, you'll need to duplicate and re-arrange template slides before then replacing placeholder content.
Workflow
- Extract template text AND create visual thumbnail grid:
- Extract text:
python -m markitdown template.pptx > template-content.md - Read
template-content.md: Read the entire file. NEVER set any range limits. - Create thumbnail grids:
python scripts/thumbnail.py template.pptx - See Creating Thumbnail Grids section for details
- Extract text:
- Analyze template and save inventory to a file:
- Visual Analysis: Review thumbnail grid(s) to understand layouts and design patterns
- Create and save
template-inventory.mdcontaining:# Template Inventory Analysis **Total Slides: [count]** **IMPORTANT: Slides are 0-indexed (first slide = 0, last slide = count-1)** ## [Category Name] - Slide 0: [Layout code if available] - Description/purpose - Slide 1: [Layout code] - Description/purpose [... EVERY slide must be listed ...]
- Create presentation outline based on template inventory:
- Choose layouts that match your content structure
- CRITICAL: Match layout structure to actual content:
- Single-column layouts: Use for unified narrative or single topic
- Two-column layouts: Use ONLY when you have exactly 2 distinct items
- Three-column layouts: Use ONLY when you have exactly 3 distinct items
- Image + text layouts: Use ONLY when you have actual images
- Count your actual content pieces BEFORE selecting layout
- Save
outline.mdwith content AND template mapping
- Duplicate, reorder, and delete slides using
rearrange.py:python scripts/rearrange.py template.pptx working.pptx 0,34,34,50,52 - Extract ALL text using the
inventory.pyscript:
Readpython scripts/inventory.py working.pptx text-inventory.jsontext-inventory.jsonentirely. NEVER set range limits. Generate replacement text and save to JSON file:
- Verify which shapes exist in inventory — only reference shapes that are present
- Add
"paragraphs"field to shapes that need content - ALL text shapes from inventory will be cleared unless you provide "paragraphs"
- Paragraphs with bullets are automatically left-aligned
- Do NOT include bullet symbols (bullet, -, *) in text — they're added automatically
- Save to
replacement-text.json
CRITICAL — JSON generation rules (learned from practice):
- Always use
json.dump()to write the file — never write raw JSON strings in Python code. Raw strings may embed unescaped"characters (e.g."三遥","线上+线下") that silently break JSON parsing.json.dump(data, f, ensure_ascii=False, indent=2)handles all escaping automatically. - Respect small box character limits — check
widthandfont_sizefrom inventory before writing text for numeric/label shapes. A box ofwidth ≤ 0.7"atfont_size ≥ 16ptcan hold roughly 3–4 characters max. Keep percentage values like"99.7%"to ≤ 4 chars, or shorten (e.g."100%"instead of"99.96%"). - Match replacement length to original — for body text boxes, count characters in the original inventory text. Replacements significantly longer than the original will overflow. When in doubt, err shorter rather than longer.
- Test incrementally — validate with a 5-slide subset before writing the full deck.
replace.pyblocks on overflow errors; fix them slide-by-slide rather than all at once.
- Apply replacements:
python scripts/replace.py working.pptx replacement-text.json output.pptx
Creating a new PowerPoint presentation without a template
When creating a new PowerPoint presentation from scratch, use the Design System + Component workflow.
Step 0 — Scene Classification (MANDATORY)
Before ANY design work, classify the presentation into one of the five scenes below:
| Scene | Keywords / Triggers |
| Teaching / Training | course, teaching, training, lecture, courseware, knowledge points, lesson plan |
| Work Report / Review | report, review, summary, retrospective, OKR, KPI, quarterly, annual |
| Proposal / Pitch | proposal, plan, pitch, investor, roadshow, business plan |
| Thesis Defense / Academic | thesis, defense, research, academic, topic, graduation project — → if source is a paper/PDF or audience is academic, read beamer.md instead |
| General | None of the above, or user did not specify |
Step 1 — Select Theme (MANDATORY)
Read themes.md and select a theme based on scene and content tone.
Output: State your chosen theme name, your chosen accent variant (A/B/C), and the full color palette (primary-80, primary-90, primary-5, accent, etc.) before writing any code.
Accent variant selection: Each theme offers 3 accent colors (A = default, B, C). Choose the variant that best matches the content tone. You may also mix — e.g., use accent-A for most slides and accent-B for emphasis pages — but keep the primary palette constant.
Theme selection tips:
- Work report → Ocean or Graphite
- Proposal / pitch → Ocean, Sandstone, or Twilight
- Teaching / courseware → Forest or Ocean
- Thesis defense → read
beamer.md(PDF output); if.pptxis explicitly required, use Graphite or Forest - Tech keynote / product launch → Deep Mineral or Mono
- Cultural / lifestyle / brand → Warm Retro
- ESG / sustainability → Deep Forest or Forest
- Consumer / lifestyle / female audience → Coral
- Healthcare / wellness / eco → Mint
- SaaS / AI / onboarding → Azure
- Annual events / launches / high-energy → Ember
- General → any theme that fits the content
After selecting a theme, note its Image Keywords and Mask Color — you will need them in Step 5.5.
Step 2 — Read Design System (MANDATORY)
Read design-system.md. Understand the color system (mandatory) and creative principles (guidelines). The color scale is the only hard constraint — everything else (spacing, font sizes, layout) is flexible.
Step 3 — Read HTML-to-PPTX Guide (MANDATORY)
Read html2pptx.md completely from start to finish. NEVER set any range limits when reading this file.
Step 4 — Plan Slide Sequence
For each slide, decide:
- Which component from
components.mdto use as a starting point (or design from scratch) - What content to fill in — be generous with content; fill the slide
- How to remix the component — change spacing, font sizes, card styles, backgrounds, proportions to create variety
KEY PRINCIPLES:
- Read
components.mdfor available starting points - Also read
data-viz-components.mdfor data visualization components - Adjacent slides MUST look distinctly different — vary layout structure, background, card treatment
- Fill the slide: Avoid large empty areas. If content is sparse, use larger typography, more generous spacing, bigger visual elements, or add decorative elements to create visual richness
- Every content slide should have at least one non-text visual element (color block, stat number, chart, icon, accent bar, photo, shape)
- Alternate between high-density and low-density pages for rhythm
- Use data visualization components when content contains numbers, comparisons, percentages
- Tables are a great way to enrich content — use
content-table*orcontent-chart-*from components.md whenever content involves structured data, feature comparisons, schedules, or multi-attribute lists
Anti-whitespace strategies (use when a slide feels empty):
- Increase font sizes (e.g., body from 15pt to 17pt, headings from 22pt to 26pt)
- Add colored background blocks or sections
- Use a darker or tinted background instead of pure white
- Add decorative elements (accent bars, shapes, gradient bands)
- Expand card padding and spacing
- Use a photo background with mask overlay
- Switch from a text-heavy layout to a visual-heavy one
Note: Not all whitespace is bad. KPI pages, quote pages, and big-number focus pages are designed to have generous whitespace — that's intentional emphasis. Only fix whitespace on content-heavy pages (bullet lists, card grids, text blocks) where it looks accidental. See design-system.md §2.2 for the full distinction.
Slide sequence pattern (recommended):
1. Cover → PREFER cover-photo-mask (with downloaded photo + theme mask)
→ Fallback: cover-dark-hero (no photo needed) or cover-split
2. TOC → toc-card-grid (surface bg) / toc-big-number (visual variety)
3. Section divider (optional) → divider-photo-mask (different photo from cover)
→ or divider-gradient / divider-bold-center
4. Content page A → light background, visually rich component
5. Content page B → ★ DARK BACKGROUND ★ (content-dark-bullets / dark-kpi / dark-split)
6. Section divider (optional) → different variant from #3
7. Content page C → image-based (split-text-visual, photo-cards, etc.)
8. Content page D → data-focused (kpi-row, big-number-focus, etc.)
9. Closing → dark background echoing cover color
Background rhythm target: ~40% white, ~25% surface/tinted, ~20% dark, ~15% photoStep 5 — Generate HTML from Components
For each slide:
- Start from a component template in
components.md, or design from scratch - Replace all
${variable}placeholders with actual theme color values - Replace placeholder text with actual content
- Adjust element count (add/remove cards, list items) as needed
- Before writing each slide's HTML: Check the Card Style Cookbook at the top of components.md. Pick a different card style from the previous slide. Also check if this slide should use a Dark Background Content Template.
- Be creative: Freely modify spacing, font sizes, card styles, proportions, background treatments, and decorative elements across pages. The only hard constraints are the html2pptx engine limitations (no flex-wrap, no negative margins, no DIV background-image, no CSS gradients). Use the design-system.md Quick Reference for suggested ranges, but treat them as starting points, not limits.
- Card styles: Use the Card Style Cookbook in components.md to swap between shadow/outline/solid/accent-bar/dark card styles. No 2 adjacent slides should use the same card style.
- Title bars: All content slides must use the same header style — pick one title bar variant from components.md and apply it consistently across every content page.
- Dark pages: Use the Dark Background Content Templates in components.md for rhythm-breaking dark slides. Aim for at least 1 dark content page per 4 slides.
- Fill the slide: If there's visible empty space, increase font sizes, add visual elements, expand padding, or use a colored/photo background. A well-filled slide looks professional; excessive whitespace looks unfinished.
Step 5.8 — Visual Diversity Check (RECOMMENDED)
Before converting to PPTX, do a quick scan of your slide sequence:
- Are adjacent slides visually distinct (different layout, background, card style)?
- Is there enough variety across the deck (multiple layout structures, card treatments, background approaches)?
- Is there at least one dramatic "rhythm breaker" page?
- Do real photographs appear on covers and at least one other slide?
If the answer to any is "no", revise before proceeding.
Step 6 — Convert and Validate
- Create and run a JavaScript file using
html2pptx.jsto convert HTML slides to PowerPoint:const pptxgen = require('pptxgenjs'); const html2pptx = require('./html2pptx'); const pptx = new pptxgen(); pptx.layout = 'LAYOUT_16x9'; // Optional: custom font configuration const fontConfig = { cjk: 'Microsoft YaHei', latin: 'Corbel' }; // Process ALL slides with warnings collection const allWarnings = []; for (const htmlFile of slideFiles) { const { slide, placeholders, warnings } = await html2pptx(htmlFile, pptx, { fontConfig }); allWarnings.push(...warnings); } // Add charts to placeholder areas if any if (placeholders.length > 0) { slide.addChart(pptx.charts.LINE, chartData, placeholders[0]); } await pptx.writeFile('output.pptx'); - Check warnings: Review
warningsoutput. Blocking issues (overflow, font < 11pt) must be fixed. Non-blocking warnings (bounds, balance, density) are suggestions — use judgment on whether to fix them. - Visual validation: Generate thumbnails and inspect for layout issues:
python scripts/thumbnail.py output.pptx workspace/thumbnails --cols 4- Read and carefully examine the thumbnail image for:
- Text cutoff: Text being cut off by header bars, shapes, or slide edges
- Text overlap: Text overlapping with other text or shapes
- Positioning issues: Content too close to slide boundaries or other elements
- Contrast issues: Insufficient contrast between text and backgrounds
- Consistency check: All body text same font and size? All page margins consistent? All content slides use the same header style?
- If issues found, adjust HTML and regenerate
- Repeat until all slides are visually correct
- Read and carefully examine the thumbnail image for:
Step 6.5 — Final Quality Check (RECOMMENDED)
Before finalizing, do a quick visual quality scan:
- ✅ Real photographs used (cover + at least 1 other slide)
- ✅ Background variety (at least 3 different treatments)
- ✅ No 2 consecutive slides look the same
- ✅ Multiple layout structures used (aim for 5+)
- ✅ Card styles vary across pages
- ✅ Every slide has a clear visual focal point
- ✅ At least 1 dramatic full-bleed or dark page exists
- ✅ All referenced image files exist and are > 10KB
If major issues are found, fix and regenerate. Minor imperfections are acceptable — don't over-optimize at the cost of creativity.
Design Hard Rules (ALWAYS ENFORCED)
These rules are split into engine constraints (violating them causes broken output) and design principles (ensuring quality).
Engine Constraints (technical — cannot be violated):
[ENGINE] Slide canvas is 720×405pt — content exceeding this overflows
[ENGINE] All colors must come from the theme color scale — no arbitrary grays (#666 #999 #DDD)
[ENGINE] font-family must include a CJK font name to trigger correct mapping
[ENGINE] Do not use flex-wrap — multi-row layouts must use separate flex containers
[ENGINE] Do not use negative margins — they cause text stacking in PPT
[ENGINE] Multi-column equal-width cards must use fixed width + flex-shrink:0, not flex:1
[ENGINE] Background images only work on <body>, not <div> — DIV background-image is not supported
[ENGINE] Images must be local file paths, not URLs
[ENGINE] Titles and short labels (<10 characters) should use white-space:nowrap
[ENGINE] Numeric sequences (e.g. 01/02/03, $12M) should use white-space:nowrapDesign Principles (creative quality — strongly encouraged):
[DESIGN] Adjacent slides should use different layouts, backgrounds, and card styles
[DESIGN] Every content slide should have at least one visual focal point
[DESIGN] Cover and closing page should echo each other
[DESIGN] Prefer cutting content over shrinking fonts — only when a slide is already well-filled and overflow is imminent; never cut content preemptively
[DESIGN] Aim for 5+ layout structures, 3+ card styles, 3+ background treatments across the deck
[DESIGN] Insert a rhythm-breaking page every 3-4 slides
[DESIGN] Background images should have a mask overlay for text readability
[DESIGN] Content should be vertically balanced, not crammed at the top
[DESIGN] Accent colors must have HSL saturation ≤ 65% — high-saturation colors look garish on projection
[DESIGN] Large color blocks (>15% page area) should use S ≤ 50% — only small accents can be vivid
[DESIGN] All content slides must use the same header style — pick one title bar variant and apply it consistently across all content pagesEditing an existing PowerPoint presentation
When editing slides in an existing PowerPoint presentation, work with raw Office Open XML (OOXML) format.
Workflow
- MANDATORY - READ ENTIRE FILE: Read
ooxml.md(~500 lines) completely from start to finish. NEVER set any range limits when reading this file. - Unpack the presentation:
python ooxml/scripts/unpack.py <office_file> <output_dir> - Edit the XML files (primarily
ppt/slides/slide{N}.xmland related files) - CRITICAL: Validate immediately after each edit:
python ooxml/scripts/validate.py <dir> --original <file> - Pack the final presentation:
python ooxml/scripts/pack.py <input_directory> <office_file>
Creating Thumbnail Grids
python scripts/thumbnail.py template.pptx [output_prefix]Features:
- Creates:
thumbnails.jpg(orthumbnails-1.jpg,thumbnails-2.jpgfor large decks) - Default: 5 columns, max 30 slides per grid (5x6)
- Custom prefix:
python scripts/thumbnail.py template.pptx my-grid - Adjust columns:
--cols 4(range: 3-6) - Slides are zero-indexed (Slide 0, Slide 1, etc.)
Converting Slides to Images
- Convert PPTX to PDF:
soffice --headless --convert-to pdf template.pptx - Convert PDF pages to JPEG images:
pdftoppm -jpeg -r 150 template.pdf slide
Code Style Guidelines
IMPORTANT: When generating code for PPTX operations:
- Write concise code
- Avoid verbose variable names and redundant operations
- Avoid unnecessary print statements
Dependencies
Required dependencies (should already be installed):
- markitdown:
pip install "markitdown[pptx]"(text extraction) - pptxgenjs:
npm install -g pptxgenjs(creating presentations) - playwright:
npm install -g playwright(HTML rendering) - react-icons:
npm install -g react-icons react react-dom(icons) - sharp:
npm install -g sharp(SVG rasterization and image processing) - LibreOffice:
sudo apt-get install libreoffice(PDF conversion) - Poppler:
sudo apt-get install poppler-utils(pdftoppm) - defusedxml:
pip install defusedxml(secure XML parsing)
Other versions194 projects use a version of this.
Word for word · 0
None found.
Edited · 67
- netease-youdao/LobsterAI★ 6.2k15% same
- OpenCoworkAI/open-cowork★ 2.2k13% same
- freestylefly/wesight★ 94116% same
- Chen-zexi/open-ptc-agent★ 72917% same
- tomascupr/sandstorm★ 44717% same
- zephyrwang6/myskill★ 33917% same
- xuzeyu91/WebCode★ 27817% same
- xiaoyuge886/aigc★ 19817% same
- ImGoodBai/goodable★ 19517% same
- aws-samples/sample-strands-agents-agentskills★ 9017% same
57 more not listed
Wrote their own version · 127
- anthropics/skills★ 186ksame name
- OpenBMB/PilotDeck★ 4.5ksame name
- nextlevelbuilder/goclaw★ 3.7ksame name
- jjyaoao/HelloAgents★ 3.2ksame name
- K-Dense-AI/claude-scientific-writer★ 2.4ksame name
- ChenglinPoly/infiAgent★ 1.2ksame name
- polyuiislab/infiAgent★ 1.2ksame name
- melandlabs/openloomi★ 1ksame name
- LeonChaoX/qinyan-academic-skills★ 910same name
- loongclaw-ai/loongclaw★ 640same name
117 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
Used alongsideProjects with it also use file-reading, pdf-reading and 10 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
SeifBenayedSkillfile-reading
Use this skill when a file has been uploaded but its content is NOT in your context — only its path at /mnt/user-data/uploads/ is listed in an uploaded_files block. This skill is a router: it tells you which tool to use for each file type (pdf, docx, xlsx, csv, json, images, archives, ebooks) so you read the right amount the right way instead of blindly running cat on a binary. Triggers: any mention of /mnt/user-data/uploads/, an uploaded_files section, a file_path tag, or a user asking about an uploaded file you have not yet read. Do NOT use this skill if the file content is already visible in your context inside a documents block — you already have it.
Also in 5 projects that use this
SeifBenayedSkillpdf-reading
Use this skill when you need to read, inspect, or extract content from PDF files — especially when file content is NOT in your context and you need to read it from disk. Covers content inventory, text extraction, page rasterization for visual inspection, embedded image/attachment/table/form-field extraction, and choosing the right reading strategy for different document types (text-heavy, scanned, slide-decks, forms, data-heavy). Do NOT use this skill for PDF creation, form filling, merging, splitting, watermarking, or encryption — use the pdf skill instead.
Also in 6 projects that use this
hfzarslanSkillcontext7-efficient
Token-efficient library documentation fetcher using Context7 MCP with 86.8% token savings through intelligent shell pipeline filtering. Fetches code examples, API references, and best practices for JavaScript, Python, Go, Rust, and other libraries. Use when users ask about library documentation, need code examples, want API usage patterns, are learning a new framework, need syntax reference, or troubleshooting with library-specific information. Triggers include questions like "Show me React hooks", "How do I use Prisma", "What's the Next.js routing syntax", or any request for library/framework documentation.
Also in 5 projects that use this
unicorn-pluginsSkillproduct-self-knowledge
Anthropic 제품 지식 — Claude Code, Claude API, Claude.ai 관련 정확한 정보 제공
Also in 7 projects that use this
Rehan-Ul-HaqSkillfetch-library-docs
Fetches official documentation for external libraries and frameworks (React, Next.js, Prisma, FastAPI, Express, Tailwind, MongoDB, etc.) with 60-90% token savings via content-type filtering. Use this skill when implementing features using library APIs, debugging library-specific errors, troubleshooting configuration issues, installing or setting up frameworks, integrating third-party packages, upgrading between library versions, or looking up correct API patterns and best practices. Triggers automatically during coding work - fetch docs before writing library code to get correct patterns, not after guessing wrong.
Also in 4 projects that use this
AbdullahMalik17Skillconfiguring-dapr-pubsub
Configures Dapr pub/sub components for event-driven microservices with Kafka or Redis. Use when wiring agent-to-agent communication, setting up event subscriptions, or integrating Dapr sidecars. Covers component configuration, subscription patterns, publishing events, and Kubernetes deployment. NOT when using direct Kafka clients or non-Dapr messaging patterns.
Also in 3 projects that use this
In this repository46 other files it gives its agents.
- Agent BrowserSkill
- ai-news-collectorSkill
- aminer-data-searchSkill
- ASRSkill
- auto-target-trackerSkill
- blog-writerSkill
- chartsSkill
- coding-agentSkill
- ExtractWisdomSkill
- ContentAnalysisSkill
- content-strategySkill
- docxSkill
- dream-interpreterSkill
- financeSkill
- fullstack-devSkill
- get-fortune-analysisSkill
- gift-evaluatorSkill
- image-editSkill
- image-generationSkill
- image-understandSkill
- interview-designerSkill
- LLMSkill
- marketing-modeSkill
- market-research-reportsSkill
- mindfulness-meditationSkill
- multi-search-engineSkill
- pdfSkill
- Podcast GenerateSkill
- qingyan_research_reportSkill
- seo-content-writerSkill
- skill-creatorSkill
- skill-finder-cnSkill
- skill-vetterSkill
- stock_analysisSkill
- storyboard-managerSkill
- TTSSkill
- ui-ux-pro-maxSkill
- Video GenerationSkill
- video-understandSkill
- visual-design-foundationsSkill
- VLMSkill
- web-readerSkill
- web-searchSkill
- web-shader-extractorSkill
- writing-plansSkill
- xlsxSkill
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

