Literature Review
neflibata-feng/MyArxiv-Agent
Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.).
Download PubMed/PMC literature using officially permitted PMC methods.
$ npx skills add aipoch/medical-research-skills --skill pmc-official-download -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aipoch/medical-research-skills pmc-official-download --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/pmc-official-download' .claude/skills/pmc-official-download && 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 "pmc-official-download" agent skill from https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence%20Insight/pmc-official-download into .claude/skills/pmc-official-download/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pmc-official-download", 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/pmc-official-downloadType 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 pmc-official-download -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aipoch/medical-research-skills pmc-official-download --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/pmc-official-download' .agents/skills/pmc-official-download && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "pmc-official-download" agent skill from https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence%20Insight/pmc-official-download into .agents/skills/pmc-official-download/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pmc-official-download", 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 pmc-official-download -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aipoch/medical-research-skills pmc-official-download --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/pmc-official-download' .cursor/skills/pmc-official-download && 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 "pmc-official-download" agent skill from https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence%20Insight/pmc-official-download into .cursor/skills/pmc-official-download/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pmc-official-download", 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/pmc-official-download'--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 pmc-official-download -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aipoch/medical-research-skills pmc-official-download --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/pmc-official-download' .gemini/skills/pmc-official-download && 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 "pmc-official-download" agent skill from https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence%20Insight/pmc-official-download into .gemini/skills/pmc-official-download/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pmc-official-download", 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 pmc-official-downloadInstalls 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 pmc-official-download -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/pmc-official-download' .github/skills/pmc-official-download && 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 "pmc-official-download" agent skill from https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence%20Insight/pmc-official-download into .github/skills/pmc-official-download/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pmc-official-download", 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 pmc-official-download -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 pmc-official-download --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/pmc-official-download' .opencode/skills/pmc-official-download && 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 "pmc-official-download" agent skill from https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Evidence%20Insight/pmc-official-download into .opencode/skills/pmc-official-download/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pmc-official-download", 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.
pmc-official-downloadDownload PubMed/PMC literature using officially permitted PMC methods.
Pmc Official Download is an agent skill from aipoch/medical-research-skills. Download PubMed/PMC literature using officially permitted PMC methods. Whenever the user wants to download PMC full text, batch-retrieve PMC Open Access Subset articles, save full text corresponding to PMID/PMCID locally, or needs to determine whether a PubMed article can be l...
Its SKILL.md is about 2.7k tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including scripts (for example `POLISH_CHANGELOG.md`, `eval_report_pmc-official-download_result.json` and `scripts/download_pmc.py`).
It sits in Research & Science, covering Academic paper search. It works with PubMed. 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.
4 steps, taken from the step headings 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.
Ships 3 files in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
pythonFrom the folder's file list and the shell code blocks in SKILL.md.
Hosts in commands or code, which the agent is likely to contact:
ftp.ncbi.nlm.nih.govFrom 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.
Pmc Official Download loads about 2.7k tokens when it runs. Until then it costs about 76 tokens; SKILL.md has 1,460 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); the scripts in this folder are not scanned.
The full file from aipoch/medical-research-skills at commit 686e09d, republished under its MIT licence (© aipoch). 1,460 words, ~2,719 tokens.
.claude/skills/pmc-official-download/SKILL.md (or your agent's skills folder). This skill also uses 5 other files; get the full folder from GitHub.Converge "download PubMed literature" requests into a single legal, traceable PMC workflow:
The core of this skill is not "get any full text as fast as possible" but rather "only obtain legally accessible PMC content through officially permitted methods."
Use this skill first when the user has requests like:
If the user mentions Sci-Hub, mirror sites, bulk web scraping, bypassing restrictions, or similar approaches, refuse those paths directly and explain feasible alternatives using official PMC methods.
Only use the following official PMC channels:
PMC Cloud ServicePMC FTP ServicePMC OAI-PMH ServicePMC OA Web ServiceE-utilitiesBioC APIThese are services explicitly permitted by PMC for automated retrieval or downloading. Do not use any other automated scraping methods.
First confirm three things:
PMID, PMCID, DOI, or title keywordsXML, JSON, plain text, or PDFIf the user only provides a PMID, first map it to a PMCID, because whether it can be legally downloaded from PMC depends on whether the article exists in the PMC accessible collection.
First determine whether the article belongs to a PMC accessible collection:
PMC Open Access SubsetPMC Author Manuscript CollectionIf not in these collections, do not attempt to bypass restrictions or look for unofficial sites.
State directly:
Choose the most appropriate official channel by scenario:
BioC APIXML/JSON by PMID or PMCID, prefer BioC APIPMC OA Web Service or PMC Cloud ServiceE-utilitiesOAI-PMHXML, PDF, media files, or supplementary materials are needed, prefer PMC FTP Service or PMC Cloud ServiceNotes:
PDF when it is explicitly provided in the official article packagePDFPDF, inform the user honestlyWhen downloading, save the following information whenever possible:
Recommended output directory:
pmc-downloads/<identifier>/If writing JSON metadata, use UTF-8 encoding and preserve original Chinese text — do not force-escape Chinese characters.
If the user wants full text for a single PMID / PMCID and accepts XML or JSON, prefer the helper script bundled with this skill:
python scripts/download_pmc_bioc.pyThis script only uses the official PMC BioC API and is suitable for downloading the machine-readable version of a single publicly accessible full-text article.
If the user wants to batch-pull PMC public collections, follow these principles:
Cloud Service, FTP Service, or OA Web Service from the official PMC dataset pageWhen answering the user, include the following information whenever possible:
If an official channel does not return content, troubleshoot in the following order:
If still failing, honestly inform the user of the reason it cannot be downloaded and provide official alternative paths.
These are the most common gotchas with this skill — pay special attention when handling:
citation_pdf_url on article pages is often just a PDF viewer page, not necessarily a directly saveable binary PDFPMC OA Web Service to verify whether the PMCID is open, then get the official pdf linkftp://ftp.ncbi.nlm.nih.gov/... links can usually be changed to https://ftp.ncbi.nlm.nih.gov/..., which is more stable in local environments%PDF to avoid saving HTML as PDF by mistakePMID, do not assume it can directly download full text — first map to PMCID, then determine downloadabilityPrefer the unified entry point — do not rely on modifying constants at the top of scripts, and do not make yourself remember two script names:
python scripts/download_pmc.py --pmcid PMC13011518 --pmcid PMC11656652 --pmcid PMC11787101
python scripts/download_pmc.py --identifier PMC11787101If the user has already provided a set of PMCIDs, PMIDs, or download directory, pass them directly to download_pmc.py rather than temporarily modifying code. Only fall back to the underlying scripts when you explicitly need to debug BioC or PDF details separately.
| Field | Required | Format/Source | Example | If Missing |
|---|---|---|---|---|
| User task description | Yes | Text | Research question, writing goal, analysis objective | Stop and ask user to provide |
| Primary input material | Depends on task | Text, file path, ID, table, or literature | PMID, PDF, CSV, DOCX, keywords, etc. | Specify which material type is missing |
| Output preference | No | Text | Language, format, target journal, template | Use skill default format |
This skill accepts requests that match the documented purpose of pmc-official-download and include enough context to complete the workflow safely.
Do not continue the workflow when the request is out of scope, missing a critical input, or would require unsupported assumptions. Instead respond:
pmc-official-downloadonly handles its documented workflow. Please provide the missing required inputs or switch to a more suitable skill.
© 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 5 other files (scripts) in scientific-skills/Evidence Insight/pmc-official-download of aipoch/medical-research-skills.
Open the folder on GitHubat commit 686e09d
Pmc Official Download 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 |
|---|---|---|---|---|---|---|
| Pmc Official Download this skillaipoch/medical-research-skills | 1.9k | — | ~2.7k | Automated safety check: Pass | MIT | |
| Literature Reviewneflibata-feng/MyArxiv-Agent | 126 | 20 repos | ~5.9k | Automated safety check: Notes | MIT | |
| Citation ManagementK-Dense-AI/claude-scientific-writer | 2.4k | 2 repos | ~3.9k | Automated safety check: Notes | MIT | |
| Citation Managementneflibata-feng/MyArxiv-Agent | 126 | 19 repos | ~8.1k | Automated safety check: Notes | MIT | |
| Paper Searchopenags/paper-search-mcp | 2.8k | — | ~1.2k | Automated safety check: Notes | MIT | |
| Nature Academic Searchwp-a/nature-academic-search | 304 | — | ~1.4k | Automated safety check: Pass | MIT |
neflibata-feng/MyArxiv-Agent
Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.).
K-Dense-AI/claude-scientific-writer
Finds papers in OpenAlex, PubMed and Google Scholar, turns DOIs, PMIDs and arXiv IDs into clean BibTeX, and validates citations for a manuscript or thesis.
neflibata-feng/MyArxiv-Agent
Comprehensive citation management for academic research. An agent skill from neflibata-feng/MyArxiv-Agent.
openags/paper-search-mcp
Search, download, and read academic papers from 20+ sources (arXiv, PubMed, Semantic Scholar, CrossRef, etc).
wp-a/nature-academic-search
A skill your agent uses when users ask to 找文献、做文献检索、查论文、查临床试验、核验引用、去重文献、设计 PubMed/MeSH 检索式、追踪上下游引文、解析 DOI/PMID/PMCID/arXiv/OpenAlex/Semantic Scholar/NCT ID, 或导出 RIS、BibTeX、NBIB、ENW;also use for…
huangwb8/ChineseResearchLaTeX
Recommends journals for a manuscript by filtering a bundled impact-factor catalog, verifying scope and quality online, and writing a ranked Markdown report.
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.
Works with
Categories
Download PubMed/PMC literature using officially permitted PMC methods. Pmc Official Download is an agent skill from aipoch/medical-research-skills. Download PubMed/PMC literature using officially permitted PMC methods.
Pmc Official Download fits situations like: tasks that involve Academic paper search.
Run `npx skills add aipoch/medical-research-skills --skill pmc-official-download -a claude-code`. Or copy the skill folder (scientific-skills/Evidence Insight/pmc-official-download in aipoch/medical-research-skills) into .claude/skills/pmc-official-download in your project. Claude Code loads it when a task matches its description.
Run `npx skills add aipoch/medical-research-skills --skill pmc-official-download -a codex`. Or copy the skill folder (scientific-skills/Evidence Insight/pmc-official-download in aipoch/medical-research-skills) into .agents/skills/pmc-official-download 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 pmc-official-download -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/pmc-official-download, .gemini/skills/pmc-official-download, .github/skills/pmc-official-download and .opencode/skills/pmc-official-download in your project.
Going by SKILL.md and its folder, Pmc Official Download needs Python for the scripts in its folder and the command-line tools its instructions call (python). Our summary lists: Python 3.
SKILL.md names 1 domain. In commands or code: ftp.ncbi.nlm.nih.gov; the agent is likely to contact it when it follows the instructions. 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
Pmc Official Download is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.7k tokens (SKILL.md is roughly 11k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Pmc Official Download: Literature Review (neflibata-feng/MyArxiv-Agent, 126 stars), Citation Management (K-Dense-AI/claude-scientific-writer, 2.4k stars), Citation Management (neflibata-feng/MyArxiv-Agent, 126 stars) and Paper Search (openags/paper-search-mcp, 2.8k 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.