Paper Lens
YSQ-boop/paper-lens
Read and critically analyze one academic paper from an arXiv URL/ID or a local PDF, producing a source-grounded Markdown report that can grow from a quick read into a reviewer-level deep review.
Write research/technical reports with strong structure + figure standards.
Install Scientific Reporting
$ npx skills add foryourhealth111-pixel/Vibe-Skills --skill scientific-reporting -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install foryourhealth111-pixel/Vibe-Skills scientific-reporting --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/foryourhealth111-pixel/Vibe-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/bundled/skills/scientific-reporting .claude/skills/scientific-reporting && 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 "scientific-reporting" agent skill from https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/main/bundled/skills/scientific-reporting into .claude/skills/scientific-reporting/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scientific-reporting", 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/foryourhealth111-pixel/Vibe-Skills/tree/main/bundled/skills/scientific-reportingType 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 foryourhealth111-pixel/Vibe-Skills --skill scientific-reporting -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install foryourhealth111-pixel/Vibe-Skills scientific-reporting --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/foryourhealth111-pixel/Vibe-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/bundled/skills/scientific-reporting .agents/skills/scientific-reporting && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "scientific-reporting" agent skill from https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/main/bundled/skills/scientific-reporting into .agents/skills/scientific-reporting/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scientific-reporting", 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 foryourhealth111-pixel/Vibe-Skills --skill scientific-reporting -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install foryourhealth111-pixel/Vibe-Skills scientific-reporting --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/foryourhealth111-pixel/Vibe-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/bundled/skills/scientific-reporting .cursor/skills/scientific-reporting && 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 "scientific-reporting" agent skill from https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/main/bundled/skills/scientific-reporting into .cursor/skills/scientific-reporting/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scientific-reporting", 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/foryourhealth111-pixel/Vibe-Skills.git --path bundled/skills/scientific-reporting--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 foryourhealth111-pixel/Vibe-Skills --skill scientific-reporting -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install foryourhealth111-pixel/Vibe-Skills scientific-reporting --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/foryourhealth111-pixel/Vibe-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/bundled/skills/scientific-reporting .gemini/skills/scientific-reporting && 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 "scientific-reporting" agent skill from https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/main/bundled/skills/scientific-reporting into .gemini/skills/scientific-reporting/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scientific-reporting", 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 foryourhealth111-pixel/Vibe-Skills scientific-reportingInstalls 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 foryourhealth111-pixel/Vibe-Skills --skill scientific-reporting -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/foryourhealth111-pixel/Vibe-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/bundled/skills/scientific-reporting .github/skills/scientific-reporting && 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 "scientific-reporting" agent skill from https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/main/bundled/skills/scientific-reporting into .github/skills/scientific-reporting/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scientific-reporting", 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 foryourhealth111-pixel/Vibe-Skills --skill scientific-reporting -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install foryourhealth111-pixel/Vibe-Skills scientific-reporting --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/foryourhealth111-pixel/Vibe-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/bundled/skills/scientific-reporting .opencode/skills/scientific-reporting && 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 "scientific-reporting" agent skill from https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/main/bundled/skills/scientific-reporting into .opencode/skills/scientific-reporting/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scientific-reporting", 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
scientific-reporting- GitHub stars
- 3.6k
- Token cost
- ~480 tokens
- SKILL.md length
- 109 words
- Files
- 2
- Skills in repo
- 81
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
Write research/technical reports with strong structure + figure standards.
- Works in 3 steps: 结构先行（先搭骨架） → 结果以图为锚 → 导出策略（HTML/PDF）
- Tasks that involve Summarization
- SKILL.md covers 你遇到的痛点（为什么需要这个 skill）, 适用场景（关键词）, 输入（最小信息） and 输出（默认目录）, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Scientific Reporting is an agent skill from foryourhealth111-pixel/Vibe-Skills. Write research/technical reports with strong structure + figure standards. Supports Markdown/HTML/PDF outputs (Quarto optional), executive summary, methods, results, discussion, and reproducibility appendix.
Its SKILL.md is about 480 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `templates/report-skeleton.md`).
It sits in Documents & Office, covering Summarization, PDF and Reproducible research. The repository describes itself as: Intelligent Skill routing and workflow orchestration for AI agents — +21.12 pp reward, −29.6% tokens on SkillsBench with DeepSeekV4Flash-VE. The licence is Apache-2.0.
When your agent uses it
- Tasks that involve Summarization
- Tasks that involve PDF
- Tasks that involve Reproducible research
Example prompts
- “/scientific-reporting”
Requirements
- Pre-approved tools (allowed-tools): Read, Write, Edit, Bash, Grep, Glob
Workflow steps
3 steps, taken from the step headings in SKILL.md.
What it can do on your machine
Read from SKILL.md and the folder at commit ddcaa2a. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
ReadWriteEditBashGrepGlob
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
Scientific Reporting loads about 480 tokens when it runs. Until then it costs about 57 tokens; SKILL.md has 109 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: notes
The automated check noted patterns worth knowing about, such as sudo or a known installer.
- NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
allowed-tools: Read, Write, Edit, Bash, Grep, Glob
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 foryourhealth111-pixel/Vibe-Skills at commit ddcaa2a, republished under its Apache-2.0 licence (© foryourhealth111-pixel). 109 words, ~480 tokens.
Download SKILL.mdSave it as
.claude/skills/scientific-reporting/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- scientific-reporting
- description
- Write research/technical reports with strong structure + figure standards. Supports Markdown/HTML/PDF outputs (Quarto optional), executive summary, methods, results, discussion, and reproducibility appendix.
- allowed-tools
- Read, Write, Edit, Bash, Grep, Glob
Scientific Reporting（科研/技术报告）
你遇到的痛点（为什么需要这个 skill）
很多“报告写作失败”不是写不出来，而是：
- 路由误入
docs-media（被 PDF/Word 关键词抢走） - 报告没有结构（缺少 Executive Summary / 方法可复现 / 结果可追溯）
- 图表不达标（截图、低 DPI、字体不一致、颜色不友好）
这个 skill 的职责是：把报告当成可交付工程，并把图表与叙事纳入同一规范。
适用场景（关键词）
- 中文：
科研报告、技术报告、项目报告、实验报告、分析报告、HTML 报告、PDF 报告 - 英文：
technical report、research report、HTML report、Quarto、RMarkdown
不适用：
- 仅“抽取 PDF 文本/解析 docx” →
docs-media/pdf/docx/markitdown
输入（最小信息）
- 受众：老板/评审/客户/组会同学（决定写作风格与解释深度）
- 目的：决策/复现/汇报/归档（决定是否必须包含 appendix）
- 输出格式：
Markdown/HTML/PDF（可多选） - 数据与图：是否已有数据、已有图、或需要从数据生成图
输出（默认目录）
推荐输出为（可按项目名建子目录）：
reports/<topic>/report.md（source-of-truth）reports/<topic>/report.html（可选）reports/<topic>/report.pdf（可选）reports/<topic>/figures/（报告引用的图，来源于figures/**/out）reports/<topic>/appendix/（方法、参数、环境、额外图表）
模板：templates/report-skeleton.md
工作流（强制顺序）
Phase 1 — 结构先行（先搭骨架）
报告必须包含（即使简写）：
- Executive Summary（结论先行）
- Context（问题与约束）
- Methods（可复现：数据/流程/参数）
- Results（以图为骨架）
- Discussion（解释意义、局限、建议）
- Appendix（可选但推荐：环境/补充图/表）
Phase 2 — 结果以图为锚
- 图表走
scientific-visualization（publication-quality） - 示意图走
scientific-schematics（流程/机制/系统图） - 文本解释走
scientific-writing（段落化、避免 bullet 作为最终稿）
Phase 3 — 导出策略（HTML/PDF）
如果要 HTML：
- 优先：Markdown + 静态图（PDF/SVG/PNG）
- 需要交互：Plotly 输出 HTML（并提供静态 fallback）
如果要 PDF：
- 重点：图字体与线宽在最终版面可读
- 禁止：把网页截图当 PDF
质量门禁（报告交付前）
- “结论先行”：读 Executive Summary 就能知道要点与建议
- “可复现”：Methods + Appendix 足以复现关键结果
- “图可用”：统一字体、色盲友好、导出格式正确
- “可追溯”：每个结论能指向某张图/某个表/某段计算
© foryourhealth111-pixel, Apache-2.0. 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 1 other file in bundled/skills/scientific-reporting of foryourhealth111-pixel/Vibe-Skills.
- SKILL.md
- templates/report-skeleton.md
Open the folder on GitHubat commit ddcaa2a
Compare with similar skills
Scientific Reporting 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 |
|---|---|---|---|---|---|---|
| Scientific Reporting this skillforyourhealth111-pixel/Vibe-Skills | 3.6k | — | ~480 | Automated safety check: Notes | Apache-2.0 | |
| Paper LensYSQ-boop/paper-lens | 101 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | |
| Quant Paper ExtractorCamusGIT/EvoQuant | 151 | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | |
| Evidence Ledgerwanshuiyin/Anti-Autoresearch | 160 | — | ~11k | Automated safety check: Notes | MIT | |
| Read Bookcoreyhaines31/makerskills | 851 | — | ~2.2k | Automated safety check: Pass | MIT | |
| Doc SummarizerBlackBeltTechnology/pi-agent-dashboard | 315 | — | ~1.2k | Automated safety check: Pass | MIT |
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Evidence Ledger
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Build the deterministic evidence ledger (artifactmanifest.json + claims.json) that every other Anti-Autoresearch auditor reads.
Read Book
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Doc Summarizer
BlackBeltTechnology/pi-agent-dashboard
Summarize documents of any size: extract with the document-converter engine, chunk to fit context, fan out to subagents, then synthesize one unified summary.
PDF Report
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Related
Categories
Questions about Scientific Reporting
What does Scientific Reporting do?
Write research/technical reports with strong structure + figure standards. Scientific Reporting is an agent skill from foryourhealth111-pixel/Vibe-Skills. Write research/technical reports with strong structure + figure standards.
When should I use Scientific Reporting?
Scientific Reporting fits situations like: tasks that involve Summarization; tasks that involve PDF; tasks that involve Reproducible research.
How do I install Scientific Reporting in Claude Code?
Run `npx skills add foryourhealth111-pixel/Vibe-Skills --skill scientific-reporting -a claude-code`. Or copy the skill folder (bundled/skills/scientific-reporting in foryourhealth111-pixel/Vibe-Skills) into .claude/skills/scientific-reporting in your project. Claude Code loads it when a task matches its description.
How do I install Scientific Reporting in Codex?
Run `npx skills add foryourhealth111-pixel/Vibe-Skills --skill scientific-reporting -a codex`. Or copy the skill folder (bundled/skills/scientific-reporting in foryourhealth111-pixel/Vibe-Skills) into .agents/skills/scientific-reporting in your project. Codex loads it when a task matches its description.
Can I use Scientific Reporting 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 foryourhealth111-pixel/Vibe-Skills --skill scientific-reporting -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/scientific-reporting, .gemini/skills/scientific-reporting, .github/skills/scientific-reporting and .opencode/skills/scientific-reporting in your project.
What does Scientific Reporting need to run?
SKILL.md names no scripts, command-line tools or credentials: Scientific Reporting is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Write, Edit, Bash, Grep, Glob.
Does Scientific Reporting 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 Scientific Reporting safe to install?
Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
What licence does Scientific Reporting use?
Scientific Reporting is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Scientific Reporting use?
About 480 tokens (SKILL.md is roughly 1.9k 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 Scientific Reporting?
Skills that share tags, products or a category with Scientific Reporting: Paper Lens (YSQ-boop/paper-lens, 101 stars), Quant Paper Extractor (CamusGIT/EvoQuant, 151 stars), Evidence Ledger (wanshuiyin/Anti-Autoresearch, 160 stars) and Read Book (coreyhaines31/makerskills, 851 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Scientific Reporting?
foryourhealth111-pixel (a GitHub user) maintains it in foryourhealth111-pixel/Vibe-Skills, which has 3,627 GitHub stars. The repository holds 81 skills in this directory. The repository was last updated on August 31, 2026.
Source: foryourhealth111-pixel/Vibe-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.