litloop-sort
Use this skill when the user wants to triage a large academic paper list into open-access, repository, institutional, and user-selected source queues before…
Skill by dysprosium231
Chalk Labs
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Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/dysprosium231-litloop-sort
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
Use cases: research
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/litloop-sort
What's inside
- Skill name
litloop-sort- Description
- Use this skill when the user wants to triage a large academic paper list into open-access, repository, institutional, and user-selected source queues before downloading.
- License
- Apache-2.0
- Instructions
- 16 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# LitLoop Sort Use this skill for large-list hygiene and route planning. The detailed workflow is kept in `../../zcode-plugin/skills/litloop-sort/SKILL.md` and remains the canonical reference for the ZCode command as well. - Normalize, deduplicate, and validate identifiers before probing sources. - Keep triage separate from retrieval: classification should not download the entire input list. - Prefer open-access and repository checks before any user-selected secondary source probe. - Preserve `hit`, `miss`, `turnstile`, and `blocked` distinctions instead of treating every HTTP 200 response as a full-text hit. - Produce a report, bucket files, and a clear next route for each bucket.
From dysprosium231/litloop-paper-agent, Apache-2.0.
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SkillAFreshness: A★ 1Claude Code +9 - 0.580score
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大型文献清单分类摸底(嗅探优先)。当用户拿到数百篇以上的文献清单(WOS导出/Excel/DOI列表),要求分类、摸底、区分"哪些是OA开源、哪些Sci-Hub/灰色源有、哪些需机构权限"、为批量下载做路由规划时使用。先30分钟嗅探全分类,再分桶下载,不对全清单跑慢速竞速。
SkillAFreshness: A★ 1Claude Code +9 - 0.562score
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Use this skill when the user wants to search academic literature, validate DOI or arXiv identifiers, export citations, organize paper lists, or retrieve…
SkillAFreshness: A★ 1Claude Code +9 - 0.558score
litloop
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Use this skill whenever the user wants to download academic papers, search for research literature, get citations (BibTeX/RIS/EndNote), manage WebVPN…
SkillAFreshness: A★ 1Claude Code +9
Signals
- Stars
- 1
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Oct 11, 2026 (19 days ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- Apache-2.0
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from dysprosium231
- 0.584score
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下载学术论文。支持 DOI、arXiv ID、关键词搜索、批量下载、Elsevier API、WebVPN/CARSI 机构访问、下载失败排障。当用户要求下载论文(单篇或批量)、搜索文献、获取引文、配置 Elsevier/ScienceDirect API、或下载遇到…
SkillAFreshness: A★ 1Claude Code +9 - 0.580score
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大型文献清单分类摸底(嗅探优先)。当用户拿到数百篇以上的文献清单(WOS导出/Excel/DOI列表),要求分类、摸底、区分"哪些是OA开源、哪些Sci-Hub/灰色源有、哪些需机构权限"、为批量下载做路由规划时使用。先30分钟嗅探全分类,再分桶下载,不对全清单跑慢速竞速。
SkillAFreshness: A★ 1Claude Code +9 - 0.562score
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Use this skill when the user wants to search academic literature, validate DOI or arXiv identifiers, export citations, organize paper lists, or retrieve…
SkillAFreshness: A★ 1Claude Code +9 - 0.558score
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Use this skill whenever the user wants to download academic papers, search for research literature, get citations (BibTeX/RIS/EndNote), manage WebVPN…
SkillAFreshness: A★ 1Claude Code +9
Done for you
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Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.
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Cite this page
litloop-sort skill. Agent Mart. https://agentmart.dev/skills/dysprosium231-litloop-sort (last updated 2026-10-24)