القائمة
Orchestrate end-to-end academic manuscript preparation following APA 7th edition. Use for writing papers, drafting sections, or academic writing support.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
Extract visual, video, and audio features from media. Use for pixel features (Pillow), video frames (FFmpeg+Pillow), speech/audio features (openSMILE), music features (librosa), and visual semantic analysis (Gemini API batch or standard).
Capture session decisions, conventions, and lessons into plan files, auto-memory, and CLAUDE.md so a fresh session resumes cleanly. Use for "hand off," "wrap up," "update docs for next session," or before /compact.
Run exploratory data analysis on tabular datasets with measurement-appropriate statistics. Use for EDA, descriptive statistics, data exploration, or preparing data summaries for reports and manuscripts.
Convert documents into business stories and infographics. Use for turning reports, documents, or text into visual summaries or infographics.
Generate professional slide deck images from content with smart logo branding. Use for creating slides, presentations, decks, or PPT output.
Stage and commit uncommitted changes with conventional commit messages. Use for committing changes or grouping commits by topic.
استنادا إلى تصنيف SOC المهني
| name | q-scholar |
| description | Orchestrate end-to-end academic manuscript preparation following APA 7th edition. Use for writing papers, drafting sections, or academic writing support. |
Orchestrates specialized sub-skills for academic manuscript preparation following APA 7th edition standards.
Agent execution instructions:
SKILL_DIR.${SKILL_DIR}/<sub-skill>/SKILL.md.${SKILL_DIR}/references/<ref-name>.All drafting sub-skills inherit these:
| Skill | Purpose |
|---|---|
| q-eda | Exploratory data analysis (measurement-appropriate statistics to CSV + summary) |
| q-intro | Draft or refine introduction sections (phenomenon to theory to contribution) |
| q-litreview | Draft standalone literature reviews (progressive argument to earned RQs) |
| q-methods | Draft methods sections (data collection, analysis, validation procedures) |
| q-multimodal | Multimodal feature extraction (Pillow, openSMILE, Gemini visual semantic analysis) |
| q-results | Draft results sections (findings with APA tables and narrative flow) |
| q-tf | Topic finetuning (raw topics to theory-driven classification) |
All drafting sub-skills follow these standards: