wangyi0403
wangyi0403/dl-research-workflow
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
직접 명령은 검토 Prompt를 거치지 않습니다. 실행하기 전에 소스를 확인하세요.
npx skills add https://github.com/wangyi0403/dl-research-workflow --skill scientific-figure-making명령은 한 줄로 유지됩니다. 복사하기 전에 가로로 스크롤해 전체 내용을 확인하세요.
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Deep-review-first audit for Chinese and English academic papers across LaTeX, Typst, and PDF formats. Use whenever the user wants reviewer-style paper critique, pre-submission readiness checks, pass/fail gate decisions, structured revision roadmaps, journal-style peer review reports, or re-audits of revised manuscripts. Trigger even if the user only says "review my paper", "check if this is ready to submit", "audit this PDF", "simulate peer review", "write a SCI review report", "give me Summary / Major Issues / Minor Issues / Recommendation", "find the biggest problems in this manuscript", or "re-check whether I fixed the review issues". Do not use for direct source editing or compilation-heavy repair; route those to the format-specific writing skills instead.
Scaffold a PyTorch Lightning project for classification, regression, or timeseries research. Triggers on "新建项目", "initialize project", "scaffold", "create PL project". Not for LLM/PEFT/RAG/agent stacks.
Design ablation studies from a reviewer's perspective. Preferred use is upfront (after method is confirmed, before experiments run) to avoid post-hoc rationalization. Can also be used after result-to-claim to add supplementary ablations. Agent sub-agent leads design, CC reviews feasibility.
SOC 직업 분류 기준
SKILL.md 표시 중
| name | scientific-figure-making |
| description | >- |
Adapted from ChenLiu-1996/figures4papers with custom palette presets.
Open references/ only as needed; start from the table below.
paper-illustration or fireworks-tech-graph)| File | Open when |
|---|---|
| references/api.md | Function signatures, PALETTE, color presets |
| references/design-theory.md | Typography, export DPI, palette rationale |
| references/common-patterns.md | Layout patterns, legend panel, print-safe bars |
apply_publication_style() — set global rcParamscreate_subplots(rows, cols, figsize) — get fig + flat axesfinalize_figure(fig, path, dpi, formats) — export