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.
面向信息系统计算设计科学（CDS）研究，根据用户的数据、研究情境与研究问题，分别识别问题／理论视角和技术／算法两条文献对话线，检索并核验全文，制作可追溯的文献对话地图，最终澄清研究的最近邻、理论祖先、方法缺口与可辩护定位。适用于选题定位、相关工作规划、方法定位和后续综述；核心不是代写文献综述。
Install Research Literature Review
$ npx skills add haibarazz/awesome-codex-research --skill research-literature-review -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install haibarazz/awesome-codex-research research-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/haibarazz/awesome-codex-research.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/research-literature-review .claude/skills/research-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 "research-literature-review" agent skill from https://github.com/haibarazz/awesome-codex-research/tree/main/skills/research-literature-review into .claude/skills/research-literature-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-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/haibarazz/awesome-codex-research/tree/main/skills/research-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 haibarazz/awesome-codex-research --skill research-literature-review -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install haibarazz/awesome-codex-research research-literature-review --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/haibarazz/awesome-codex-research.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/research-literature-review .agents/skills/research-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 "research-literature-review" agent skill from https://github.com/haibarazz/awesome-codex-research/tree/main/skills/research-literature-review into .agents/skills/research-literature-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-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 haibarazz/awesome-codex-research --skill research-literature-review -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install haibarazz/awesome-codex-research research-literature-review --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/haibarazz/awesome-codex-research.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/research-literature-review .cursor/skills/research-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 "research-literature-review" agent skill from https://github.com/haibarazz/awesome-codex-research/tree/main/skills/research-literature-review into .cursor/skills/research-literature-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-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/haibarazz/awesome-codex-research.git --path skills/research-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 haibarazz/awesome-codex-research --skill research-literature-review -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install haibarazz/awesome-codex-research research-literature-review --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/haibarazz/awesome-codex-research.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/research-literature-review .gemini/skills/research-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 "research-literature-review" agent skill from https://github.com/haibarazz/awesome-codex-research/tree/main/skills/research-literature-review into .gemini/skills/research-literature-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-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 haibarazz/awesome-codex-research research-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 haibarazz/awesome-codex-research --skill research-literature-review -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/haibarazz/awesome-codex-research.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/research-literature-review .github/skills/research-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 "research-literature-review" agent skill from https://github.com/haibarazz/awesome-codex-research/tree/main/skills/research-literature-review into .github/skills/research-literature-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-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 haibarazz/awesome-codex-research --skill research-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 haibarazz/awesome-codex-research research-literature-review --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/haibarazz/awesome-codex-research.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/research-literature-review .opencode/skills/research-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 "research-literature-review" agent skill from https://github.com/haibarazz/awesome-codex-research/tree/main/skills/research-literature-review into .opencode/skills/research-literature-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-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
research-literature-review- GitHub stars
- 100
- Token cost
- ~558 tokens
- SKILL.md length
- 64 words
- Files
- 13 (incl. references)
- Skills in repo
- 9
- Repo updated
- First seen
- Licence
- None found
At a glance
面向信息系统计算设计科学（CDS）研究，根据用户的数据、研究情境与研究问题，分别识别问题／理论视角和技术／算法两条文献对话线，检索并核验全文，制作可追溯的文献对话地图，最终澄清研究的最近邻、理论祖先、方法缺口与可辩护定位。适用于选题定位、相关工作规划、方法定位和后续综述；核心不是代写文献综述。
- Works in 7 steps: 建立研究锚点。… → 生成问题／视角线。 读取… → 生成技术／算法线。 读取… → …
- Tasks that involve Literature review
- SKILL.md covers 默认工作流, 推荐工作目录 and 产出门槛
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Research Literature Review is an agent skill from haibarazz/awesome-codex-research. 面向信息系统计算设计科学（CDS）研究，根据用户的数据、研究情境与研究问题，分别识别问题／理论视角和技术／算法两条文献对话线，检索并核验全文，制作可追溯的文献对话地图，最终澄清研究的最近邻、理论祖先、方法缺口与可辩护定位。适用于选题定位、相关工作规划、方法定位和后续综述；核心不是代写文献综述。
Its SKILL.md is about 560 tokens, which your agent loads only when the skill is triggered. The skill folder holds 16 other files, including reference files (for example `agents/openai.yaml`, `examples/dialogue-maps/P01.md` and `examples/dialogue-maps/P04.md`).
It sits in Research & Science, covering Literature review.
When your agent uses it
- Tasks that involve Literature review
Example prompts
- “/research-literature-review”
Workflow steps
7 steps, taken from the first numbered list in SKILL.md.
- 建立研究锚点。 写清数据对象、分析单位、场景、行动者、时间结构、标签／结果、拟回答的研究问题，以及当前最不确定的贡献主张。研究问题用现象或决策困难表述，不先写成“提出某模型”。
- 生成问题／视角线。 读取 problem-perspective-prompt.md，先从用户研究提出候选现象、领域与理论文献流，再生成查询式。初筛后通常保留 1–2 条核心流。
- 生成技术／算法线。 读取 technical-method-prompt.md，从数据结构、计算任务和设计挑战推出候选技术流与查询式；通常保留 2–4 条，不能按模型名堆砌。
- 检索并按对话角色筛选。 同时寻找最近邻、理论／技术祖先、桥接论文和关键对照。摘要只用于初筛；记录查询、来源、日期、纳入理由与尚未覆盖的相邻词。
- 取得并核验全文。 读取 paper-positioning-card.md。优先复用本地文件；缺失时使用合法的开放来源或用户已有访问权限。核对标题、作者、版本、页数和正文身份后再阅读。
- 逐篇制作对话地图。 重点阅读 Introduction、Literature Review／Related Work、理论与方法概览，复原每篇论文怎样组织问题线和技术线；重要判断附原文位置，并区分作者明示与阅读者归纳。
- 综合研究定位。 读取 research-positioning.md，说明用户工作继承什么、连接什么、与最近邻有何具体差异、哪些空间尚未被覆盖，以及下一轮需要补检索或补证什么。只有用户明确需要时，才把定位材料改写成文献综述。
What it can do on your machine
Read from SKILL.md and the folder at commit e3ca125. 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
No scripts in the folder and no shell commands in SKILL.md.
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
Research Literature Review loads about 558 tokens when it runs, and up to ~2.9k if it reads all its reference files. Until then it costs about 44 tokens; SKILL.md has 64 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 64 words (~558 tokens).
- name
- research-literature-review
Files
SKILL.md and 12 other files (references) in skills/research-literature-review of haibarazz/awesome-codex-research.
- SKILL.md
- agents/openai.yaml
- examples/dialogue-maps/P01.md
- examples/dialogue-maps/P04.md
- examples/dialogue-maps/P05.md
- examples/dialogue-maps/P06.md
- examples/dialogue-maps/P08.md
- examples/dialogue-maps/P15.md
- examples/index.md
- references/paper-positioning-card.md
- references/problem-perspective-prompt.md
- references/research-positioning.md
- references/technical-method-prompt.md
Open the folder on GitHubat commit e3ca125
Compare with similar skills
Research 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 |
|---|---|---|---|---|---|---|
| Research Literature Review this skillhaibarazz/awesome-codex-research | 100 | — | ~558 | Automated safety check: Pass | None | |
| 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 Research Literature Review
What does Research Literature Review do?
面向信息系统计算设计科学（CDS）研究，根据用户的数据、研究情境与研究问题，分别识别问题／理论视角和技术／算法两条文献对话线，检索并核验全文，制作可追溯的文献对话地图，最终澄清研究的最近邻、理论祖先、方法缺口与可辩护定位。适用于选题定位、相关工作规划、方法定位和后续综述；核心不是代写文献综述。. Research Literature Review is an agent skill from haibarazz/awesome-codex-research.
When should I use Research Literature Review?
Research Literature Review fits situations like: tasks that involve Literature review.
How do I install Research Literature Review in Claude Code?
Run `npx skills add haibarazz/awesome-codex-research --skill research-literature-review -a claude-code`. Or copy the skill folder (skills/research-literature-review in haibarazz/awesome-codex-research) into .claude/skills/research-literature-review in your project. Claude Code loads it when a task matches its description.
How do I install Research Literature Review in Codex?
Run `npx skills add haibarazz/awesome-codex-research --skill research-literature-review -a codex`. Or copy the skill folder (skills/research-literature-review in haibarazz/awesome-codex-research) into .agents/skills/research-literature-review in your project. Codex loads it when a task matches its description.
Can I use Research 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 haibarazz/awesome-codex-research --skill research-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/research-literature-review, .gemini/skills/research-literature-review, .github/skills/research-literature-review and .opencode/skills/research-literature-review in your project.
What does Research Literature Review need to run?
SKILL.md names no scripts, command-line tools or credentials: Research Literature Review is instructions for the agent only.
Does Research 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 Research 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 Research Literature Review use?
No licence was found for Research Literature Review or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Research Literature Review use?
About 558 tokens (SKILL.md is roughly 2.2k 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 2.3k tokens, read only when the agent opens those files.
What are the alternatives to Research Literature Review?
Skills that share tags, products or a category with Research 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 Research Literature Review?
haibarazz (a GitHub user) maintains it in haibarazz/awesome-codex-research, which has 100 GitHub stars. The repository holds 9 skills in this directory. The repository was last updated on September 23, 2026.
Source: haibarazz/awesome-codex-research on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.