Chanw-researchChanw-research/claude-code-paper-writing/skills/literature-review/research-refine-pipeline/SKILL.mdresearch-refine-pipeline
Skill42 starsChanged 6 months agoLPPL-1.3cView on GitHub
Run an end-to-end workflow that chains `research-refine` and `experiment-plan`. Use when the user wants a one-shot pipeline from vague research direction to focused final proposal plus detailed experiment roadmap, or asks to "串起来", build a pipeline, do it end-to-end, or generate both the method and experiment plan together.
We split this skill into the rules it gives an agent
23 rules. 16 are common, 0 are distinctive, and 7 are very specific to this project.
16
Common
Most of the 5 edited versions we read keep these.
0
Distinctive
This author's own choices. Worth a look.
7
Very specific
Tied to their project's names, files or tools. Probably skip.
Licensed with conditions — read it at the source. We count its rules but don't quote them. Read them on GitHub.
“Common” is measured: kept by at least 6 in 10 of the 5 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Other versions6 projects use a version of this.
Word for word · 1
- raja21068/AutoResearch★ 2100% same
Edited · 5
- wanshuiyin/Auto-claude-code-research-in-sleep★ 18k89% same
- zjunlp/Mechanist★ 7599% same
- catalsqlb-cmd/Prism-H★ 1679% same
- yvesory/academic-research-suite★ 9100% same
- talhaMah56/claude_skills★ 0100% same
Wrote their own version · 0
None found.
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository91 other files it gives its agents.
- ablation-plannerSkill
- analyze-resultsSkill
- experiment-planSkill
- results-analysisSkill
- run-experimentSkill
- statistical-analysisSkill
- xlsxSkill
- docxSkill
- formula-derivationSkill
- markitdownSkill
- pdfSkill
- proof-checkerSkill
- proof-writerSkill
- drawioSkill
- figure-descriptionSkill
- figure-generationSkill
- figure-plannerSkill
- figure-specSkill
- mermaid-diagramSkill
- nature-dataSkill
- nature-figureSkill
- paper-figureSkill
- paper-illustrationSkill
- plotlySkill
- seabornSkill
- alphaxivSkill
- arxiv-databaseSkill
- arxivSkill
- citation-auditSkill
- citation-managementSkill
- citation-verifierSkill
- comm-lit-review-claude-singleSkill
- deep-researchSkill
- deepxivSkill
- exa-searchSkill
- literature-reviewSkill
- management-review-plannerSkill
- management-review-writerSkill
- nature-citationSkill
- novelty-checkSkill
- openalex-ajg-insightsSkill
- prior-art-searchSkill
- pyzoteroSkill
- reference-audit-guideSkill
- research-litSkill
- research-refineSkill
- review-orchestratorSkill
- semantic-scholarSkill
- systematic-literature-reviewSkill
- academic-researcherSkill
- conference-paper-writingSkill
- idea-creatorSkill
- idea-discoverySkill
- nature-portfolio-playbookSkill
- paper-analyzerSkill
- paper-backup-before-wordSkill
- paper-bootstrapSkill
- paper-claim-auditSkill
- paper-claude-md-bootstrapSkill
- paper-compileSkill
- The first 60 shown.
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Your trail
Files you open will collect here, so you can find them again.
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