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stata-analyst-guide
Stata workflows for publication-ready sociology and social science research
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Skill 资源库
AI Skill 资源库
把 Skill 的源码、资源快照、README、包体和安装信号放进一个可搜索、可筛选的公开目录。
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time-series-guide
Apply ARIMA, VAR, cointegration, and time series econometric methods
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verify-citations
Verify academic citations against public databases
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active-comparator-single-soc-faers-safety-comparison
Generates complete FAERS pharmacovigilance study designs for multi-drug or class-level safety comparison inside one predefined SOC or AE family using active comparators, disproportionality analysis, s…
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algorithmic-art
Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or…
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aut-sci-ppt
Use when converting academic paper PDFs or structured text into professional, high-standard PowerPoint (PPTX) presentations for defense or seminars.
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building-paper-screening-rubrics
Collaboratively build and refine paper screening rubrics through brainstorming, test-driven development, and iterative feedback
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cellpose-cell-segmentation
DL cell/nucleus segmentation for fluorescence and brightfield microscopy. Pre-trained models (cyto3, nuclei, tissuenet) and a generalist flow-based algorithm segment cells without retraining. Outputs …
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stata-reference-guide
Comprehensive Stata reference covering syntax, econometrics, and 20+ packages
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ur5e-arm
Robot skill for hardware control
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academic-baseline
Use when working on any empirical academic research context — paper writing, data analysis, literature review, or any task involving citations, results, or publication artifacts. Establishes non-negot…
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aer-consistency
Use when auditing a finished or near-finished AER, AER:Insights, or AEJ manuscript for internal consistency: headline numbers across abstract, introduction, results, and tables; sample sizes; log-poin…
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arboreto-grn-inference
GRN inference from expression via GRNBoost2 (gradient boosting) or GENIE3 (Random Forest). Load matrix, filter by TFs, infer TF-target-importance links, save network. Dask-parallelized to single-cell …
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blogwatcher
Monitor blogs and RSS/Atom feeds for updates using the blogwatcher-cli tool. Add blogs, scan for new articles, track read status, and filter by category.
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bwa-mem2-dna-aligner
Fast short-read DNA aligner for WGS/WES/ChIP-seq. 2× faster BWA-MEM successor; outputs SAM/BAM with read group headers for GATK. Primary plus supplementary records for chimeric reads. Use STAR for RNA…
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checking-chembl-for-structured-sar-data
Check if medicinal chemistry papers are in ChEMBL database to access curated bioactivity data
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survival-analysis-guide
Conduct Kaplan-Meier, Cox regression, and time-to-event analyses
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usb-camera
Robot skill for hardware control USB Camera
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academic-researcher
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aer-identification
Use when selecting, implementing, or stress-testing the causal identification strategy for an empirical economics manuscript — difference-in-differences (including staggered designs), instrumental var…
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astropy-astronomy
Core Python library for astronomy/astrophysics: units with dimensional analysis, celestial coordinate transforms (ICRS/Galactic/AltAz/FK5), FITS I/O, tables (FITS/HDF5/VOTable/CSV), cosmology (Planck1…
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brainstorm
Use when starting a new research project, exploring a research idea, deciding whether a question is viable, or before touching code or data for a new paper. Runs a research-focused brainstorm that cla…
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cellchat-cell-communication
Infer and visualize intercellular communication from scRNA-seq with CellChat (R). Build CellChat from Seurat/counts → subset CellChatDB ligand-receptor pairs → over-expressed genes per group → communi…
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claude-code-guide
Master guide for using Claude Code effectively. Includes configuration templates, prompting strategies "Thinking" keywords, debugging techniques, and best practices for interacting with the agent.
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