scansci-sort
Skill1.2k starsChanged 3 months agoMITView on GitHub
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.
We split this skill into the rules it gives an agent
3 rules. About 0 are common, 2 are distinctive, and 1 is very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈2
Distinctive · estimate
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 11
Use this skill for large-list hygiene and route planning.
- Distinctive: line 16
Keep triage separate from retrieval: classification should not download the entire input list.
- Distinctive: line 18
Prefer open-access and repository checks before any user-selected secondary source probe.
≈ “Common” is an estimate: at least 1 in 5 of the 308,232 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
ScanSci Sort
Use this skill for large-list hygiene and route planning. The detailed workflow is
kept in ../../zcode-plugin/skills/scansci-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, andblockeddistinctions 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.
Trending
More talk lately.thin dataabout the whole repository
Who's talking about Rimagination/scansci-pdf
- sudosubin/agents.nix“agent-skills.github.rimagination.scansci-pdf: 1.18.2 → 1.19.0”GitHub · Oct 22, 2026
- sudosubin/agents.nix“agent-skills.github.rimagination.scansci-pdf: 1.18.0 → 1.18.2”GitHub · Oct 14, 2026
- sudosubin/agents.nix“agent-skills.github.rimagination.scansci-pdf: 1.17.0 → 1.18.0”GitHub · Oct 4, 2026
- sudosubin/agents.nix“agent-skills.github.rimagination.scansci-pdf: init at 1.17.0”GitHub · Oct 1, 2026
- brycewang-stanford/Auto-Empirical-Research-Skills“feat: add scansci-pdf skill for academic paper downloading”GitHub · Jul 18, 2026
The biggest 5 of 5 mentions linking to the repository that our crawl found. Each line is their own headline.
In this repository4 other files it gives its agents.
- AGENTS.mdAGENTS.md
- dsh-npmSkill
- scansci-pdfSkill
- scansci-pdfSkill
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.