Rapidly skim and summarize academic papers (default:PDF-to-Markdown full text with Page XX pagination and image references) and output a structured extensive-reading summary in Markdown when you…
$ npx skills add aipoch/medical-research-skills --skill literature-extensive-read -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aipoch/medical-research-skills literature-extensive-read --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/aipoch/medical-research-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/'scientific-skills/Evidence Insight/literature-extensive-read' .claude/skills/literature-extensive-read && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "literature-extensive-read" agent skill from https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence%20Insight/literature-extensive-read into .claude/skills/literature-extensive-read/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "literature-extensive-read", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence%20Insight/literature-extensive-readType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add aipoch/medical-research-skills --skill literature-extensive-read -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aipoch/medical-research-skills literature-extensive-read --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aipoch/medical-research-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/'scientific-skills/Evidence Insight/literature-extensive-read' .agents/skills/literature-extensive-read && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "literature-extensive-read" agent skill from https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence%20Insight/literature-extensive-read into .agents/skills/literature-extensive-read/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "literature-extensive-read", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add aipoch/medical-research-skills --skill literature-extensive-read -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aipoch/medical-research-skills literature-extensive-read --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aipoch/medical-research-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/'scientific-skills/Evidence Insight/literature-extensive-read' .cursor/skills/literature-extensive-read && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "literature-extensive-read" agent skill from https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence%20Insight/literature-extensive-read into .cursor/skills/literature-extensive-read/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "literature-extensive-read", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/aipoch/medical-research-skills.git --path 'scientific-skills/Evidence Insight/literature-extensive-read'--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add aipoch/medical-research-skills --skill literature-extensive-read -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aipoch/medical-research-skills literature-extensive-read --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aipoch/medical-research-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/'scientific-skills/Evidence Insight/literature-extensive-read' .gemini/skills/literature-extensive-read && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "literature-extensive-read" agent skill from https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence%20Insight/literature-extensive-read into .gemini/skills/literature-extensive-read/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "literature-extensive-read", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install aipoch/medical-research-skills literature-extensive-readInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add aipoch/medical-research-skills --skill literature-extensive-read -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/aipoch/medical-research-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/'scientific-skills/Evidence Insight/literature-extensive-read' .github/skills/literature-extensive-read && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "literature-extensive-read" agent skill from https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence%20Insight/literature-extensive-read into .github/skills/literature-extensive-read/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "literature-extensive-read", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add aipoch/medical-research-skills --skill literature-extensive-read -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install aipoch/medical-research-skills literature-extensive-read --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aipoch/medical-research-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/'scientific-skills/Evidence Insight/literature-extensive-read' .opencode/skills/literature-extensive-read && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "literature-extensive-read" agent skill from https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence%20Insight/literature-extensive-read into .opencode/skills/literature-extensive-read/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "literature-extensive-read", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
literature-extensive-readRapidly skim and summarize academic papers (default:PDF-to-Markdown full text with Page XX pagination and image references) and output a structured extensive-reading summary in Markdown when you…
Literature Extensive Read is an agent skill from aipoch/medical-research-skills. Rapidly skim and summarize academic papers (default:PDF-to-Markdown full text with Page XX pagination and image references) and output a structured extensive-reading summary in Markdown when you need to quickly understand research questions, methods, key results, conclusions, and decide whether intensive reading is worthwhile.
Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including reference files and assets (for example `assets/rapid_summary_template.md`, `literature-extensive-read_audit_result_v1.json` and `references/guide.md`).
It sits in Documents & Office, covering PDF and Hypothesis generation. The repository describes itself as: Hundreds of agent skills for medical research, including protocol design, data analysis, evidence insights, and academic writing. The licence is MIT.
2 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 686e09d. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md (its code samples are bash).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Literature Extensive Read loads about 1.1k tokens when it runs, and up to ~1.4k if it reads all its reference files. Until then it costs about 90 tokens; SKILL.md has 488 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from aipoch/medical-research-skills at commit 686e09d, republished under its MIT licence (© aipoch). 488 words, ~1,082 tokens.
.claude/skills/literature-extensive-read/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.## Page XX pagination headers.) to briefly describe charts/tables when explicitly interpretable.outputs/ (created if missing).pdf-extract (version: Not specified) — used only when the input is PDF and must be converted to Markdown first.securityclaw (version: Not specified) — optional security audit report saved alongside outputs.Assume you have one of the following:
paper.md (contains full text, may include ## Page XX and image references)paper.pdf (convert it first using pdf-extract)pdf-extract paper.pdf > paper.mdpaper.md, prioritizing: Title → Abstract → Conclusion, then scan Methods and Results.references/guide.mdassets/rapid_summary_template.mdoutputs/rapid_summary.mdsecurityclaw report to:outputs/Input format
## Page XX may appear and should be treated as page markers, not section headings.) may be used to support brief figure/table descriptions only when the content is explicitly interpretable.Reading strategy (algorithm)
Output rules
assets/rapid_summary_template.md as the sole structure for the final summary..md) and saved in UTF-8 to avoid encoding issues.© aipoch, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 3 other files (references, assets) in scientific-skills/Evidence Insight/literature-extensive-read of aipoch/medical-research-skills.
Open the folder on GitHubat commit 686e09d
Literature Extensive Read next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Literature Extensive Read this skillaipoch/medical-research-skills | 1.9k | — | ~1.1k | Automated safety check: Pass | MIT | |
| Five Questionsbrycewang-stanford/Auto-Empirical-Research-Skills | 4.6k | — | ~1.7k | Automated safety check: Notes | Custom licence | |
| Paper Interpretationdigoal/blog | 8.6k | — | ~1.5k | Automated safety check: Pass | GPL-2.0 | |
| Paper2htmlcnfjlhj/ai-collab-playbook | 454 | — | ~2.4k | Automated safety check: Pass | None | |
| Paper LensYSQ-boop/paper-lens | 101 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | |
| Paper Auditbahayonghang/academic-writing-skills | 500 | — | ~5.1k | Automated safety check: Pass | None |
brycewang-stanford/Auto-Empirical-Research-Skills
Deeply analyze any empirical economics PDF using the five-question framework (五问框架): research question, identification strategy, core estimand, robustness logic, and scholarly contribution.
digoal/blog
从论文 PDF 文件或论文 PDF URL 生成通俗易懂、图文并茂、带批判性评估的中文 Markdown 解读，并保存到当前项目的 markdown 目录。Use when the user asks to interpret,精读,解读,summarize,explain,analyze, or write an article from an academic paper PDF…
cnfjlhj/ai-collab-playbook
A skill your agent uses when turning an academic paper PDF/arXiv/OpenReview page/local LaTeX source into a single-file Chinese HTML deep-reading page, especially when the user wants a Cheat-Sheet…
YSQ-boop/paper-lens
Read and critically analyze one academic paper from an arXiv URL/ID or a local PDF, producing a source-grounded Markdown report that can grow from a quick read into a reviewer-level deep review.
bahayonghang/academic-writing-skills
Reviewer-style audit and submission gate for academic papers in .tex, .typ, or .pdf.
RapidAI/MaClaw
论文深度解读 Skill — 下载论文PDF → LLM深度解读（问题/创新点/方法原理/实验分析）→ PDF图片提取 → 生成组会PPT → 生成解读音频MP3。端到端学术论文解读工具。
aipoch/medical-research-skills
Complete workflow for generating academic research posters from PDF literature; use when you need to extract paper content from PDFs and produce a LaTeX-based poster…
aipoch/medical-research-skills
Analyzes clinical diagnostic accuracy studies for bias using the QUADAS-2 tool.
aipoch/medical-research-skills
Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats.
aipoch/medical-research-skills
A toolkit for preparing ISO 13485:2016 certification documentation for medical device QMS.
aipoch/medical-research-skills
Recommends target journals for manuscript submission by analyzing the paper topic/abstract and the journal distribution of similar PubMed literature; use when users ask for journal…
aipoch/medical-research-skills
Creates academic-poster writing packages for LaTeX using beamerposter, tikzposter, or baposter.
Categories
Rapidly skim and summarize academic papers (default:PDF-to-Markdown full text with Page XX pagination and image references) and output a structured extensive-reading summary in Markdown when you…. Literature Extensive Read is an agent skill from aipoch/medical-research-skills. Rapidly skim and summarize academic papers (default:PDF-to-Markdown full text with Page XX pagination and image references) and output a structured extensive-reading summary in Markdown when you need to quickly understand research questions, methods, key results, conclusions, and decide whether intensive reading is worthwhile.
Literature Extensive Read fits situations like: tasks that involve PDF; tasks that involve Hypothesis generation.
Run `npx skills add aipoch/medical-research-skills --skill literature-extensive-read -a claude-code`. Or copy the skill folder (scientific-skills/Evidence Insight/literature-extensive-read in aipoch/medical-research-skills) into .claude/skills/literature-extensive-read in your project. Claude Code loads it when a task matches its description.
Run `npx skills add aipoch/medical-research-skills --skill literature-extensive-read -a codex`. Or copy the skill folder (scientific-skills/Evidence Insight/literature-extensive-read in aipoch/medical-research-skills) into .agents/skills/literature-extensive-read in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add aipoch/medical-research-skills --skill literature-extensive-read -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/literature-extensive-read, .gemini/skills/literature-extensive-read, .github/skills/literature-extensive-read and .opencode/skills/literature-extensive-read in your project.
SKILL.md names no scripts, command-line tools or credentials: Literature Extensive Read is instructions for the agent only.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Literature Extensive Read is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.1k tokens (SKILL.md is roughly 4.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 327 tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Literature Extensive Read: Five Questions (brycewang-stanford/Auto-Empirical-Research-Skills, 4.6k stars), Paper Interpretation (digoal/blog, 8.6k stars), Paper2html (cnfjlhj/ai-collab-playbook, 454 stars) and Paper Lens (YSQ-boop/paper-lens, 101 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
aipoch (a GitHub organization) maintains it in aipoch/medical-research-skills, which has 1,937 GitHub stars. The repository holds 578 skills in this directory. The repository was last updated on September 17, 2026.
Source: aipoch/medical-research-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.
