Nature Paper Card
Yuan1z0825/nature-skills
Builds a structured deep-reading card for one scientific paper, covering methods, how experiments support claims, limitations and research ideas, with a script to prepare the source.
Generate a structured literature review outline from a topic and optional paper set.
Install Literature Review
$ npx skills add ymx10086/ResearchClaw --skill literature-review -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ymx10086/ResearchClaw literature-review --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/ymx10086/ResearchClaw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/src/researchclaw/agents/skills/literature_review .claude/skills/literature-review && 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-review" agent skill from https://github.com/ymx10086/ResearchClaw/tree/main/src/researchclaw/agents/skills/literature_review into .claude/skills/literature-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "literature-review", 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/ymx10086/ResearchClaw/tree/main/src/researchclaw/agents/skills/literature_reviewType 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 ymx10086/ResearchClaw --skill literature-review -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ymx10086/ResearchClaw literature-review --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ymx10086/ResearchClaw.git skills-src && mkdir -p .agents/skills && cp -r skills-src/src/researchclaw/agents/skills/literature_review .agents/skills/literature-review && 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-review" agent skill from https://github.com/ymx10086/ResearchClaw/tree/main/src/researchclaw/agents/skills/literature_review into .agents/skills/literature-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "literature-review", 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 ymx10086/ResearchClaw --skill literature-review -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ymx10086/ResearchClaw literature-review --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ymx10086/ResearchClaw.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/src/researchclaw/agents/skills/literature_review .cursor/skills/literature-review && 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-review" agent skill from https://github.com/ymx10086/ResearchClaw/tree/main/src/researchclaw/agents/skills/literature_review into .cursor/skills/literature-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "literature-review", 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/ymx10086/ResearchClaw.git --path src/researchclaw/agents/skills/literature_review--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 ymx10086/ResearchClaw --skill literature-review -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ymx10086/ResearchClaw literature-review --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ymx10086/ResearchClaw.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/src/researchclaw/agents/skills/literature_review .gemini/skills/literature-review && 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-review" agent skill from https://github.com/ymx10086/ResearchClaw/tree/main/src/researchclaw/agents/skills/literature_review into .gemini/skills/literature-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "literature-review", 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 ymx10086/ResearchClaw literature-reviewInstalls 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 ymx10086/ResearchClaw --skill literature-review -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ymx10086/ResearchClaw.git skills-src && mkdir -p .github/skills && cp -r skills-src/src/researchclaw/agents/skills/literature_review .github/skills/literature-review && 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-review" agent skill from https://github.com/ymx10086/ResearchClaw/tree/main/src/researchclaw/agents/skills/literature_review into .github/skills/literature-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "literature-review", 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 ymx10086/ResearchClaw --skill literature-review -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ymx10086/ResearchClaw literature-review --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ymx10086/ResearchClaw.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/src/researchclaw/agents/skills/literature_review .opencode/skills/literature-review && 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-review" agent skill from https://github.com/ymx10086/ResearchClaw/tree/main/src/researchclaw/agents/skills/literature_review into .opencode/skills/literature-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "literature-review", 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.
Facts
- Skill name
literature-review- GitHub stars
- 312
- Token cost
- ~179 tokens
- SKILL.md length
- 65 words
- Files
- 2
- Skills in repo
- 15
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Generate a structured literature review outline from a topic and optional paper set.
- The user wants a review plan
- SKILL.md covers Tools and Guidance
- Runs Python scripts from its folder
- Survey structure
What it does
Literature Review is an agent skill from ymx10086/ResearchClaw. Generate a structured literature review outline from a topic and optional paper set. Use when the user wants a review plan or survey structure.
Its SKILL.md is about 180 tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `__init__.py`).
It sits in Research & Science, covering Literature review. The repository describes itself as: ResearchClaw is a personal AI assistant built for research: fast to set up, easy to run locally or in the cloud, and ready to integrate with the chat apps you already use. With…
When your agent uses it
- The user wants a review plan
- Survey structure
Example prompts
- “/literature-review”
Requirements
- Python 3
What it can do on your machine
Read from SKILL.md and the folder at commit 1baaa92. It shows what the files ask for, not the result of running them.
Tool permissions
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.
Runs code
Ships script files (Python), which the agent can run.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Literature Review loads about 179 tokens when it runs. Until then it costs about 40 tokens; SKILL.md has 65 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.
Safety
Auto-check passed
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.
SKILL.md
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 65 words (~179 tokens).
“Use this skill when the user wants to organize a topic into a survey or literature review structure.”
- name
- literature-review
- emoji
- 📝
- triggers
- literature review, survey outline, review paper
Files
SKILL.md and 1 other file in src/researchclaw/agents/skills/literature_review of ymx10086/ResearchClaw.
- SKILL.md
- __init__.py
Open the folder on GitHubat commit 1baaa92
Compare with similar skills
Literature Review 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 Review this skillymx10086/ResearchClaw | 312 | — | ~179 | Automated safety check: Pass | Custom licence | |
| Nature Paper CardYuan1z0825/nature-skills | 47k | 2 repos | ~2.1k | Automated safety check: Pass | Apache-2.0 | |
| Systematic Review ScreenerImbad0202/academic-research-skills | 51k | — | ~8.4k | Automated safety check: Pass | Custom licence | |
| Literature Reviewneflibata-feng/MyArxiv-Agent | 126 | 20 repos | ~5.9k | Automated safety check: Notes | MIT | |
| Preprint Search on bioRxivLigphiDonk/Oh-my--paper | 739 | 12 repos | ~3.7k | Automated safety check: Pass | MIT | |
| Academic Paper Writing PipelineImbad0202/academic-research-skills | 51k | — | ~16k | Automated safety check: Pass | Custom licence |
Similar skills
Systematic Review Screener
Imbad0202/academic-research-skills
Screens records for systematic, scoping and rapid reviews against fixed eligibility rules, using two blinded AI reviewers and a third adjudicator, with traceable PRISMA counts.
Literature Review
neflibata-feng/MyArxiv-Agent
Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.).
Preprint Search on bioRxiv
LigphiDonk/Oh-my--paper
Searches bioRxiv life sciences preprints by keyword, author, date range or category with a Python script, returning JSON metadata and optional PDF downloads.
Academic Paper Writing Pipeline
Imbad0202/academic-research-skills
Runs a 12-agent pipeline that plans, drafts, cites, reviews and formats academic papers, with modes for revision, rebuttals, abstracts and citation checks.
Deep Research Workflow
TokenRhythm/opensquilla
Runs multi-round research in three stages with a persisted state file, evidence tracking and a long-form report with per-claim citations.
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Related
Categories
Questions about Literature Review
What does Literature Review do?
Generate a structured literature review outline from a topic and optional paper set. Literature Review is an agent skill from ymx10086/ResearchClaw. Generate a structured literature review outline from a topic and optional paper set.
When should I use Literature Review?
Literature Review fits situations like: the user wants a review plan; survey structure.
How do I install Literature Review in Claude Code?
Run `npx skills add ymx10086/ResearchClaw --skill literature-review -a claude-code`. Or copy the skill folder (src/researchclaw/agents/skills/literature_review in ymx10086/ResearchClaw) into .claude/skills/literature-review in your project. Claude Code loads it when a task matches its description.
How do I install Literature Review in Codex?
Run `npx skills add ymx10086/ResearchClaw --skill literature-review -a codex`. Or copy the skill folder (src/researchclaw/agents/skills/literature_review in ymx10086/ResearchClaw) into .agents/skills/literature-review in your project. Codex loads it when a task matches its description.
Can I use Literature Review in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add ymx10086/ResearchClaw --skill literature-review -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-review, .gemini/skills/literature-review, .github/skills/literature-review and .opencode/skills/literature-review in your project.
What does Literature Review need to run?
Going by SKILL.md and its folder, Literature Review needs Python for the scripts in its folder. Our summary lists: Python 3.
Does Literature Review access the network?
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.
Is Literature Review safe to install?
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.
What licence does Literature Review use?
Literature Review has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Literature Review use?
About 179 tokens (SKILL.md is roughly 716 characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Literature Review?
Skills that share tags, products or a category with Literature Review: Nature Paper Card (Yuan1z0825/nature-skills, 47k stars), Systematic Review Screener (Imbad0202/academic-research-skills, 51k stars), Literature Review (neflibata-feng/MyArxiv-Agent, 126 stars) and Preprint Search on bioRxiv (LigphiDonk/Oh-my--paper, 739 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Literature Review?
ymx10086 (a GitHub user) maintains it in ymx10086/ResearchClaw, which has 312 GitHub stars. The repository holds 15 skills in this directory. The repository was last updated on April 4, 2026.
Source: ymx10086/ResearchClaw on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.