Huashu Report
alchaincyf/huashu-report
做机构级研究报告与学术论文——行业报告、白皮书、年度调研、数据洞察、arXiv论文，也含16:9咨询deck型报告（一页一结论）。定结构、写发现、建图表视觉系统。规范提炼自2026年顶级机构报告实测。单篇文章、纯演示PPT不适用（走design/slides）。
produce a chinese deep reading note for a single academic paper when the input is a pdf, arxiv link, title with abstract, or paper excerpts and the user needs a grounded reading card, contribution…
Install Paper Deep Note
$ npx skills add chtc66/academic-skills --skill paper-deep-note -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install chtc66/academic-skills paper-deep-note --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/chtc66/academic-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/paper-deep-note .claude/skills/paper-deep-note && 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 "paper-deep-note" agent skill from https://github.com/chtc66/academic-skills/tree/main/paper-deep-note into .claude/skills/paper-deep-note/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-deep-note", 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/chtc66/academic-skills/tree/main/paper-deep-noteType 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 chtc66/academic-skills --skill paper-deep-note -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install chtc66/academic-skills paper-deep-note --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/chtc66/academic-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/paper-deep-note .agents/skills/paper-deep-note && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "paper-deep-note" agent skill from https://github.com/chtc66/academic-skills/tree/main/paper-deep-note into .agents/skills/paper-deep-note/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-deep-note", 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 chtc66/academic-skills --skill paper-deep-note -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install chtc66/academic-skills paper-deep-note --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/chtc66/academic-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/paper-deep-note .cursor/skills/paper-deep-note && 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 "paper-deep-note" agent skill from https://github.com/chtc66/academic-skills/tree/main/paper-deep-note into .cursor/skills/paper-deep-note/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-deep-note", 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/chtc66/academic-skills.git --path paper-deep-note--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 chtc66/academic-skills --skill paper-deep-note -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install chtc66/academic-skills paper-deep-note --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/chtc66/academic-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/paper-deep-note .gemini/skills/paper-deep-note && 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 "paper-deep-note" agent skill from https://github.com/chtc66/academic-skills/tree/main/paper-deep-note into .gemini/skills/paper-deep-note/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-deep-note", 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 chtc66/academic-skills paper-deep-noteInstalls 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 chtc66/academic-skills --skill paper-deep-note -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/chtc66/academic-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/paper-deep-note .github/skills/paper-deep-note && 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 "paper-deep-note" agent skill from https://github.com/chtc66/academic-skills/tree/main/paper-deep-note into .github/skills/paper-deep-note/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-deep-note", 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 chtc66/academic-skills --skill paper-deep-note -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install chtc66/academic-skills paper-deep-note --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/chtc66/academic-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/paper-deep-note .opencode/skills/paper-deep-note && 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 "paper-deep-note" agent skill from https://github.com/chtc66/academic-skills/tree/main/paper-deep-note into .opencode/skills/paper-deep-note/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-deep-note", 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
paper-deep-note- GitHub stars
- 359
- Token cost
- ~294 tokens
- SKILL.md length
- 56 words
- Files
- 4 (incl. references)
- Skills in repo
- 8
- Repo updated
- First seen
- Licence
- MIT
At a glance
produce a chinese deep reading note for a single academic paper when the input is a pdf, arxiv link, title with abstract, or paper excerpts and the user needs a grounded reading card, contribution…
- Works in 4 steps: 先判断输入证据级别：全文、局部正文、摘要、仅标题。 → 明确声明判断边界。 → 按 references/note_template.md 输出结构化精读卡。 → …
- Tasks that involve Academic paper search
- SKILL.md covers 工作流, 输入处理规则, 输出规则 and 证据与表述约束, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Paper Deep Note is an agent skill from chtc66/academic-skills. produce a chinese deep reading note for a single academic paper when the input is a pdf, arxiv link, title with abstract, or paper excerpts and the user needs a grounded reading card, contribution summary, reproduction risks, or reading priority judgment.
Its SKILL.md is about 290 tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including reference files (for example `agents/openai.yaml`, `references/note_template.md` and `references/reading_guidelines.md`).
It sits in Research & Science, covering Academic paper search. It works with arXiv. The repository describes itself as: Academic workflow skills for paper reading, survey writing, experiment summarization, rebuttal drafting, and weekly lab updates. The licence is MIT.
When your agent uses it
- Tasks that involve Academic paper search
Example prompts
- “/paper-deep-note”
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- 先判断输入证据级别：全文、局部正文、摘要、仅标题。
- 明确声明判断边界。
- 按 references/note_template.md 输出结构化精读卡。
- 在需要判断是否值得继续读时，参考 references/reading_guidelines.md。
What it can do on your machine
Read from SKILL.md and the folder at commit 126e235. 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
Paper Deep Note loads about 294 tokens when it runs, and up to ~1k if it reads all its reference files. Until then it costs about 68 tokens; SKILL.md has 56 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
The full file from chtc66/academic-skills at commit 126e235, republished under its MIT licence (© chtc66). 56 words, ~294 tokens.
Download SKILL.mdSave it as
.claude/skills/paper-deep-note/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.- name
- paper-deep-note
- description
- produce a chinese deep reading note for a single academic paper when the input is a pdf, arxiv link, title with abstract, or paper excerpts and the user needs a grounded reading card, contribution summary, reproduction risks, or reading priority judgment.
Paper Deep Note
用这个 skill 处理单篇论文精读。优先输出中文精读卡，强调研究问题、方法、证据、局限和对当前研究的启发。
工作流
- 先判断输入证据级别：全文、局部正文、摘要、仅标题。
- 明确声明判断边界。
- 按
references/note_template.md输出结构化精读卡。 - 在需要判断是否值得继续读时，参考
references/reading_guidelines.md。
输入处理规则
- 接收 PDF、arXiv 链接、标题加摘要、正文片段或用户自述笔记。
- 如果只有摘要或标题，明确写出“仅基于摘要判断”或“仅基于标题与摘要判断”。
- 如果实验设置、数据集、指标或结果未在输入中明确给出，直接标记为未知，不要补全想象内容。
- 如果用户给出的是局部正文，区分“原文明确给出”和“由局部内容推测”。
输出规则
- 默认输出完整精读卡。
- 如果用户只想快速筛论文，保留相同字段，但压缩每项长度。
- 在“优势”“局限”“复现难点”“启发”部分，优先给出和 AI / NLP / LLM / Agent / RAG / Safety 研究直接相关的判断。
- 在“是否值得精读”部分，只使用以下标签之一：
值得精读值得速读可暂缓
证据与表述约束
- 不要假装读过未提供的全文。
- 不要把论文 claim 直接改写成既定事实。
- 不要编造实验结果、消融结论、数据集细节或开源状态。
- 如果判断主要基于摘要，弱化关于方法细节和实验设计的断言。
何时读引用文件
- 始终读取
references/note_template.md以保持输出结构稳定。 - 在判断阅读优先级、复现难点或阅读深度时，读取
references/reading_guidelines.md。
默认交付
- 默认给出长版中文精读卡。
- 如果信息不足，在卡片顶部先给出“输入覆盖范围说明”。
© chtc66, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 3 other files (references) in paper-deep-note of chtc66/academic-skills.
- SKILL.md
- agents/openai.yaml
- references/note_template.md
- references/reading_guidelines.md
Open the folder on GitHubat commit 126e235
Compare with similar skills
Paper Deep Note 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 |
|---|---|---|---|---|---|---|
| Paper Deep Note this skillchtc66/academic-skills | 359 | — | ~294 | Automated safety check: Pass | MIT | |
| Huashu Reportalchaincyf/huashu-report | 439 | — | ~1.4k | Automated safety check: Pass | MIT | |
| Paper Analyzerzsyggg/paper-craft-skills | 1.3k | — | ~1.9k | Automated safety check: Pass | None | |
| Literature PDF OCR Library BuilderLigphiDonk/Oh-my--paper | 738 | — | ~1.1k | Automated safety check: Pass | MIT | |
| Paper ReadingEdwardxlai/easyread | 826 | — | ~567 | Automated safety check: Pass | MIT | |
| Ref Downloaderltczding-gif/ref-downloader | 139 | — | ~5.9k | Automated safety check: Pass | MIT |
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Related
Works with
Categories
Questions about Paper Deep Note
What does Paper Deep Note do?
produce a chinese deep reading note for a single academic paper when the input is a pdf, arxiv link, title with abstract, or paper excerpts and the user needs a grounded reading card, contribution…. Paper Deep Note is an agent skill from chtc66/academic-skills. produce a chinese deep reading note for a single academic paper when the input is a pdf, arxiv link, title with abstract, or paper excerpts and the user needs a grounded reading card, contribution summary, reproduction risks, or reading priority judgment.
When should I use Paper Deep Note?
Paper Deep Note fits situations like: tasks that involve Academic paper search.
How do I install Paper Deep Note in Claude Code?
Run `npx skills add chtc66/academic-skills --skill paper-deep-note -a claude-code`. Or copy the skill folder (paper-deep-note in chtc66/academic-skills) into .claude/skills/paper-deep-note in your project. Claude Code loads it when a task matches its description.
How do I install Paper Deep Note in Codex?
Run `npx skills add chtc66/academic-skills --skill paper-deep-note -a codex`. Or copy the skill folder (paper-deep-note in chtc66/academic-skills) into .agents/skills/paper-deep-note in your project. Codex loads it when a task matches its description.
Can I use Paper Deep Note 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 chtc66/academic-skills --skill paper-deep-note -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/paper-deep-note, .gemini/skills/paper-deep-note, .github/skills/paper-deep-note and .opencode/skills/paper-deep-note in your project.
What does Paper Deep Note need to run?
SKILL.md names no scripts, command-line tools or credentials: Paper Deep Note is instructions for the agent only.
Does Paper Deep Note 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 Paper Deep Note 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 Paper Deep Note use?
Paper Deep Note is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Paper Deep Note use?
About 294 tokens (SKILL.md is roughly 1.2k 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 717 tokens, read only when the agent opens those files.
What are the alternatives to Paper Deep Note?
Skills that share tags, products or a category with Paper Deep Note: Huashu Report (alchaincyf/huashu-report, 439 stars), Paper Analyzer (zsyggg/paper-craft-skills, 1.3k stars), Literature PDF OCR Library Builder (LigphiDonk/Oh-my--paper, 738 stars) and Paper Reading (Edwardxlai/easyread, 826 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Paper Deep Note?
chtc66 (a GitHub user) maintains it in chtc66/academic-skills, which has 359 GitHub stars. The repository holds 8 skills in this directory. The repository was last updated on April 5, 2026.
Source: chtc66/academic-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.