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Provenance-backed literature review. Searches PubMed / Europe PMC / arXiv (connectors/literature.py), dedupes, synthesizes by theme, and attaches a DOI/PMID to every conclusion. Use when you need a literature review, evidence for a claim, or a related-work section.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
Cheminformatics (mirrors Claude Science's cheminformatics skill). RDKit for descriptors/fingerprints/similarity and molecule drawing, ChEMBL for bioactivity, SAR/screening. Use for small molecules, SMILES, molecular descriptors, ChEMBL, medicinal chemistry. Needs the sci-bio env (rdkit).
CRISPR screen design & analysis (mirrors Claude Science's CRISPR screen skill). Designs guide libraries, runs enrichment/depletion analysis on read counts, and traces every hit back to its sgRNA support. Use for sgRNA libraries, screen counts, enrichment analysis.
Reproducible data analysis. Uses pandas/numpy/scipy/statsmodels for cleaning, statistics, and modeling; scripts and random seeds all land in the run, and every reported number is recomputable. Use to analyze tabular/matrix data, run statistical tests, or model.
Publication-grade figures. Uses matplotlib to generate figures from a script (never hand-drawn, never pasted from an unknown source); each figure has a rerunnable script. Layer the global CCF-Figure skill for figure conventions / top-venue layout. Use to draw paper figures and iterate to publication quality.
Manuscript writing and iteration to publication quality. Organizes IMRaD structure, inserts run-generated figures/tables, manages references, and produces docx/pdf/md. Layer the global docx / doc-coauthoring / pdf skills. Use to write a paper draft, methods, results, and iterate.
Phylogenetics & evolution (mirrors Claude Science's phylogenetics skill). MAFFT alignment + IQ-TREE tree building + selection/ancestral reconstruction, results shown next to the sequences that produced them. Use for multiple-sequence alignment, phylogenetic trees, selection analysis.
| name | literature-review |
| description | Provenance-backed literature review. Searches PubMed / Europe PMC / arXiv (connectors/literature.py), dedupes, synthesizes by theme, and attaches a DOI/PMID to every conclusion. Use when you need a literature review, evidence for a claim, or a related-work section. |
python scripts/provenance.py status).runs/<run>/outputs/):
python connectors/literature.py pubmed "<query>" --n 20 --out runs/<run>/outputs/pubmed.json
python connectors/literature.py europepmc "<query>" --n 20 --out runs/<run>/outputs/epmc.json
python connectors/literature.py arxiv "<query>" --n 20 --out runs/<run>/outputs/arxiv.json
academic-literature-search skill
(CNKI + OpenAlex/S2/CrossRef).runs/<run>/outputs/literature.md,
with an identifier after every conclusion.