LQF_Machine_Learning_E…
LQF Machine Learning Expert Guide - Routed skill for ML/Statistical Modeling with Critical Discussion Mode. Triggers on: machine…
Use when tasks involve reading, creating, or reviewing PDF files where rendering and layout matter; prefer visual checks by rendering pages (Poppler) and use Python tools such as `reportlab`, `pdfplumber`, and `pypdf` for generation and extraction.
Claude Code
$ npx -y skills add foryourhealth111-pixel/Vibe-Skills --skill pdf --agent claude-code
Codex
$ npx skills add foryourhealth111-pixel/Vibe-Skills --skill pdf -a codex -y
Cursor
$ npx skills add foryourhealth111-pixel/Vibe-Skills --skill pdf -a cursor -y
Gemini CLI
$ npx skills add foryourhealth111-pixel/Vibe-Skills --skill pdf -a gemini-cli -y
GitHub Copilot
$ npx skills add foryourhealth111-pixel/Vibe-Skills --skill pdf -a github-copilot -y
OpenCode
$ npx skills add foryourhealth111-pixel/Vibe-Skills --skill pdf -a opencode -y
Windsurf
$ npx skills add foryourhealth111-pixel/Vibe-Skills --skill pdf -a windsurf -y
name: "pdf" description: "Use when tasks involve reading, creating, or reviewing PDF files where rendering and layout matter; prefer visual checks by rendering pages (Poppler) and use Python tools such as `reportlab`, `pdfplumber`, and `pypdf` for generation and extraction."
1. Prefer visual review: render PDF pages to PNGs and inspect them.
2. Use `reportlab` to generate PDFs when creating new documents. 3. Use `pdfplumber` (or `pypdf`) for text extraction and quick checks; do not rely on it for layout fidelity. 4. After each meaningful update, re-render pages and verify alignment, spacing, and legibility.
Prefer `uv` for dependency management.
Python packages:
uv pip install reportlab pdfplumber pypdf
If `uv` is unavailable:
python3 -m pip install reportlab pdfplumber pypdf
System tools (for rendering):
# macOS (Homebrew) brew install poppler # Ubuntu/Debian sudo apt-get install -y poppler-utils
If installation isn't possible in this environment, tell the user which dependency is missing and how to install it locally.
No required environment variables.
pdftoppm -png $INPUT_PDF $OUTPUT_PREFIX
Intelligent Skill routing and workflow orchestration for AI agents — +21.12 pp reward, −29.6% tokens on SkillsBench with DeepSeekV4Flash-VE.
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