NotebookLM Research Assistant
PleasePrompto/notebooklm-skill
Lets Claude Code ask questions of your Google NotebookLM notebooks through browser automation and return answers grounded in your uploaded sources.
Personalized academic paper recommendation via AMiner rec5 API.
No licenceAuto-check passed
Install Aminer Daily Paper
$ npx skills add Ali-Marandi/Web-Scraper-Framework --skill aminer-daily-paper -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Ali-Marandi/Web-Scraper-Framework aminer-daily-paper --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/Ali-Marandi/Web-Scraper-Framework.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/aminer-daily-paper .claude/skills/aminer-daily-paper && 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 "aminer-daily-paper" agent skill from https://github.com/Ali-Marandi/Web-Scraper-Framework/tree/main/skills/aminer-daily-paper into .claude/skills/aminer-daily-paper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aminer-daily-paper", 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/Ali-Marandi/Web-Scraper-Framework/tree/main/skills/aminer-daily-paperType 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 Ali-Marandi/Web-Scraper-Framework --skill aminer-daily-paper -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Ali-Marandi/Web-Scraper-Framework aminer-daily-paper --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Ali-Marandi/Web-Scraper-Framework.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/aminer-daily-paper .agents/skills/aminer-daily-paper && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "aminer-daily-paper" agent skill from https://github.com/Ali-Marandi/Web-Scraper-Framework/tree/main/skills/aminer-daily-paper into .agents/skills/aminer-daily-paper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aminer-daily-paper", 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 Ali-Marandi/Web-Scraper-Framework --skill aminer-daily-paper -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Ali-Marandi/Web-Scraper-Framework aminer-daily-paper --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Ali-Marandi/Web-Scraper-Framework.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/aminer-daily-paper .cursor/skills/aminer-daily-paper && 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 "aminer-daily-paper" agent skill from https://github.com/Ali-Marandi/Web-Scraper-Framework/tree/main/skills/aminer-daily-paper into .cursor/skills/aminer-daily-paper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aminer-daily-paper", 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/Ali-Marandi/Web-Scraper-Framework.git --path skills/aminer-daily-paper--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 Ali-Marandi/Web-Scraper-Framework --skill aminer-daily-paper -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Ali-Marandi/Web-Scraper-Framework aminer-daily-paper --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Ali-Marandi/Web-Scraper-Framework.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/aminer-daily-paper .gemini/skills/aminer-daily-paper && 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 "aminer-daily-paper" agent skill from https://github.com/Ali-Marandi/Web-Scraper-Framework/tree/main/skills/aminer-daily-paper into .gemini/skills/aminer-daily-paper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aminer-daily-paper", 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 Ali-Marandi/Web-Scraper-Framework aminer-daily-paperInstalls 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 Ali-Marandi/Web-Scraper-Framework --skill aminer-daily-paper -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Ali-Marandi/Web-Scraper-Framework.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/aminer-daily-paper .github/skills/aminer-daily-paper && 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 "aminer-daily-paper" agent skill from https://github.com/Ali-Marandi/Web-Scraper-Framework/tree/main/skills/aminer-daily-paper into .github/skills/aminer-daily-paper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aminer-daily-paper", 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 Ali-Marandi/Web-Scraper-Framework --skill aminer-daily-paper -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Ali-Marandi/Web-Scraper-Framework aminer-daily-paper --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Ali-Marandi/Web-Scraper-Framework.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/aminer-daily-paper .opencode/skills/aminer-daily-paper && 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 "aminer-daily-paper" agent skill from https://github.com/Ali-Marandi/Web-Scraper-Framework/tree/main/skills/aminer-daily-paper into .opencode/skills/aminer-daily-paper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aminer-daily-paper", 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
aminer-daily-paper- GitHub stars
- 107
- Token cost
- ~2.3k tokens
- SKILL.md length
- 905 words
- Files
- 11 (incl. scripts)
- Skills in repo
- 12
- Repo updated
- First seen
- Licence
- None found
At a glance
Personalized academic paper recommendation via AMiner rec5 API.
- Works in 5 steps: topics — do not “translate away” the… → Scholars and institutions (person search… → language_sort — Put language_sort: zh or… → …
- Asks for paper recommendations
- SKILL.md covers Pre-flight: Check Required…, API Endpoint, Input Formats and Call Strategy, plus 3 more sections
- Runs Python scripts from its folder; calls python3; reaches aminer.cn and publicapi.chatglm.cn; needs AMINER_API_KEY
What it does
Aminer Daily Paper is an agent skill from Ali-Marandi/Web-Scraper-Framework. Personalized academic paper recommendation via AMiner rec5 API. Activate this skill whenever the user asks for paper recommendations, whether triggered by /aminer-dp, /skill aminer-dp, or any natural language request such as 'recommend me papers on multimodal agents'. When invoked: extract topics/scholar signals from the input yourself, call handletrigger.py with structured fields, then present the Markdown in replytext to the user.
Its SKILL.md is about 2.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 13 other files, including scripts (for example `README.md`, `commands/aminer-dp.md` and `prompts/enrich.md`).
The repository describes itself as: Flexible and Scalable Web Scraping Framework.
When your agent uses it
- Asks for paper recommendations
- Whether triggered by /aminer-dp
- /skill aminer-dp
- Any natural language request such as recommend me papers on multimodal agents
Example prompts
- “recommend me papers on multimodal agents”
- “/aminer-daily-paper”
Requirements
- Python 3
- A credential in AMINER_API_KEY
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- topics — do not “translate away” the user’s intent
- Scholars and institutions (person search still English-oriented)
- language_sort — Put language_sort: zh or language_sort: en in the trigger only if the user clearly wants recommendations ranked with a…
- Decide size and whether to make multiple calls (see Call Strategy).
- Reconstruct the trigger, then call handle_trigger.py.
What it can do on your machine
Read from SKILL.md and the folder at commit f8af4cd. 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 6 files in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
python3
From the folder's file list and the shell code blocks in SKILL.md.
Network
Hosts in commands or code, which the agent is likely to contact:
aminer.cnpublicapi.chatglm.cn
Also links to:
open.aminer.cn
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
AMINER_API_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Aminer Daily Paper loads about 2.3k tokens when it runs. Until then it costs about 115 tokens; SKILL.md has 905 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); the scripts in this folder are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 905 words (~2,287 tokens).
“Personalized paper recommendation via AMiner rec5 API. Token required: set AMINER_API_KEY env var.”
- name
- aminer-daily-paper
- version
- 1.1.2
- user-invocable
- true
- disable-model-invocation
- false
Files
SKILL.md and 10 other files (scripts) in skills/aminer-daily-paper of Ali-Marandi/Web-Scraper-Framework.
- SKILL.md
- README.md
- commands/aminer-dp.md
- prompts/enrich.md
- requirements.txt
- scripts/__init__.py
- scripts/common.py
- scripts/constants.py
- scripts/handle_trigger.py
- scripts/rec5_api.py
- scripts/run_pipeline.py
Open the folder on GitHubat commit f8af4cd
Compare with similar skills
Aminer Daily Paper 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 |
|---|---|---|---|---|---|---|
| Aminer Daily Paper this skillAli-Marandi/Web-Scraper-Framework | 107 | — | ~2.3k | Automated safety check: Pass | None | |
| NotebookLM Research AssistantPleasePrompto/notebooklm-skill | 7.8k | 14 repos | ~2.4k | Automated safety check: Notes | MIT | |
| Hypothesis Generationspacering-net/codeg | 3.9k | 14 repos | ~3.6k | Automated safety check: Notes | MIT | |
| GitHub Deep Researchbytedance/deer-flow | 84k | 4 repos | ~1.3k | Automated safety check: Pass | MIT | |
| Nature Paper CardYuan1z0825/nature-skills | 47k | 2 repos | ~2.1k | Automated safety check: Pass | Apache-2.0 | |
| Agent ReachPanniantong/Agent-Reach | 95k | — | ~1.4k | Automated safety check: Pass | MIT |
Similar skills
Hypothesis Generation
spacering-net/codeg
Structured hypothesis formulation from observations. An agent skill from spacering-net/codeg.
GitHub Deep Research
bytedance/deer-flow
Researches a GitHub repository over four rounds using the GitHub API and web search, then writes a structured markdown report with timeline, metrics and Mermaid diagrams.
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.
Agent Reach
Panniantong/Agent-Reach
Routes web research and platform lookups across 16 sites, including Twitter, Reddit, YouTube, Bilibili, Xiaohongshu and GitHub, through one command-line tool.
Tavily Web Search
allenpeng0705/EnvoyMesh
Searches the web through the Tavily API with LLM-friendly output: clean structured results, optional AI-written answers, domain filters, news mode, images and raw content.
More from Ali-Marandi/Web-Scraper-Framework
All 12 skills in this repoAminer Deep Search
Ali-Marandi/Web-Scraper-Framework
Activate this skill when the user wants deep, multi-round academic paper collection for a survey or literature review.
Interview Prep
Ali-Marandi/Web-Scraper-Framework
帮用户准备面试。基于目标 JD、公司、岗位方向，生成"高频面试题 + 参考回答 + 行为面 / 技术面 / Case 面分类题库"，并产出可打印的『面试备战手册』。当用户说"帮我准备面试""明天有面试 / 后天面试""面试题""面经""模拟面试""我要面 X 公司 Y 岗位""帮我准备 STAR 故事""怎么回答这道面试题""自我介绍 / 离职原因 / 优缺点 怎么答"，必须触发本…
Jd Resume Tailor
Ali-Marandi/Web-Scraper-Framework
给定一份 JD 和一份现有简历，做"JD 拆解 + 简历定向改写"。拆 JD 抽出硬技能、软技能、加分项；对照简历做 gap 分析；产出针对该岗位重写后的简历，突出相关经验、补齐关键词缺口、并保留候选人真实经历不编造。当用户说"针对这个岗位 / 这家公司改简历""帮我对一下这个 JD""我想投这个职位你看怎么改""把这份简历针对 X 公司优化""做一份定向版简历"，或同时给出 JD 文本 +…
Job Intent Tracker
Ali-Marandi/Web-Scraper-Framework
帮助用户梳理求职意向、生成目标岗位画像，并维护一份结构化的"岗位投递追踪表"。当用户说"我想换工作 / 不知道投什么岗 / 帮我看看我适合什么岗位 / 帮我管理投递进度 / 我投了好几家但记不住状态了 / 想做一个求职 OKR / 整理一下求职方向"，或上传简历但没说要改简历时，应该主动触发本 skill。本 skill 也适用于实习生、应届生、转行候选人在求职启动阶段做"自我盘点 +…
Resume Builder
Ali-Marandi/Web-Scraper-Framework
从零生成或全面优化一份中文简历，并导出 docx / pdf / markdown 多种格式。用 STAR 法则改写经历、做 ATS 关键词覆盖率检查、根据行业（互联网产品 / 技术 / 金融 / 通用）选模板。当用户说"帮我写简历 / 优化简历 / 简历不会写 / 我的简历太弱了 / 简历看起来不专业 / 简历改一改 / 给我做个简历模板 / 简历导出 / 简历加点关键词"，或者上传…
Dream Interpreter
Ali-Marandi/Web-Scraper-Framework
AI 解梦大师。用户描述梦境，智能追问关键细节后，从三个视角（周公解梦/心理分析/赛博神棍）生成解读，输出结构化 JSON 供前端渲染"梦境解析卡"。
Questions about Aminer Daily Paper
What does Aminer Daily Paper do?
Personalized academic paper recommendation via AMiner rec5 API. Aminer Daily Paper is an agent skill from Ali-Marandi/Web-Scraper-Framework. Personalized academic paper recommendation via AMiner rec5 API.
When should I use Aminer Daily Paper?
Aminer Daily Paper fits situations like: asks for paper recommendations; whether triggered by /aminer-dp; /skill aminer-dp; any natural language request such as recommend me papers on multimodal agents.
How do I install Aminer Daily Paper in Claude Code?
Run `npx skills add Ali-Marandi/Web-Scraper-Framework --skill aminer-daily-paper -a claude-code`. Or copy the skill folder (skills/aminer-daily-paper in Ali-Marandi/Web-Scraper-Framework) into .claude/skills/aminer-daily-paper in your project. Claude Code loads it when a task matches its description.
How do I install Aminer Daily Paper in Codex?
Run `npx skills add Ali-Marandi/Web-Scraper-Framework --skill aminer-daily-paper -a codex`. Or copy the skill folder (skills/aminer-daily-paper in Ali-Marandi/Web-Scraper-Framework) into .agents/skills/aminer-daily-paper in your project. Codex loads it when a task matches its description.
Can I use Aminer Daily Paper 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 Ali-Marandi/Web-Scraper-Framework --skill aminer-daily-paper -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/aminer-daily-paper, .gemini/skills/aminer-daily-paper, .github/skills/aminer-daily-paper and .opencode/skills/aminer-daily-paper in your project.
What does Aminer Daily Paper need to run?
Going by SKILL.md and its folder, Aminer Daily Paper needs Python for the scripts in its folder, the command-line tools its instructions call (python3) and credentials named AMINER_API_KEY. Our summary lists: Python 3; A credential in AMINER_API_KEY.
Does Aminer Daily Paper access the network?
SKILL.md names 3 domains. In commands or code: aminer.cn and publicapi.chatglm.cn; the agent is likely to contact these when it follows the instructions. As links in the text: open.aminer.cn. This is read from the text; nothing was executed.
Is Aminer Daily Paper 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Aminer Daily Paper use?
No licence was found for Aminer Daily Paper or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Aminer Daily Paper use?
About 2.3k tokens (SKILL.md is roughly 9.1k 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 Aminer Daily Paper?
Skills that share tags, products or a category with Aminer Daily Paper: NotebookLM Research Assistant (PleasePrompto/notebooklm-skill, 7.8k stars), Hypothesis Generation (spacering-net/codeg, 3.9k stars), GitHub Deep Research (bytedance/deer-flow, 84k stars) and Nature Paper Card (Yuan1z0825/nature-skills, 47k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Aminer Daily Paper?
Ali-Marandi (a GitHub user) maintains it in Ali-Marandi/Web-Scraper-Framework, which has 107 GitHub stars. The repository holds 12 skills in this directory. The repository was last updated on August 31, 2026.
Source: Ali-Marandi/Web-Scraper-Framework on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.