AI & LLM

template-skill @jackspace

Replace with description of the skill and when Claude should use it.

tanstack-query @jackspace

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tailwind-v4-shadcn @jackspace

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sveltia-cms @jackspace

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subagent-driven-development @jackspace

Use when executing implementation plans with independent tasks in the current session - dispatches fresh subagent...

skills-collection-manager @jackspace

Comprehensive toolkit for managing large Claude Code skill collections including bulk downloading from GitHub,...

skill-creator @jackspace

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an...

shopify @jackspace

Build Shopify applications, extensions, and themes using GraphQL/REST APIs, Shopify CLI, Polaris UI components, and...

sharing-skills @jackspace

Use when you've developed a broadly useful skill and want to contribute it upstream via pull request - guides...

session-timeout-handler @jackspace

Build timeout-resistant Claude Code workflows with chunking strategies, checkpoint patterns, progress tracking, and...

session-launcher @jackspace

Restores full context when user says "hi-ai" or starts a new conversation. Searches project files, loads memory...

sequential-thinking @jackspace

Use when complex problems require systematic step-by-step reasoning with ability to revise thoughts, branch into...

statistical-analysis @jackspace

Statistical analysis toolkit. Hypothesis tests (t-test, ANOVA, chi-square), regression, correlation, Bayesian stats,...

scientific-writing @jackspace

Write scientific manuscripts. IMRAD structure, citations (APA/AMA/Vancouver), figures/tables, reporting guidelines...

scientific-visualization @jackspace

Create publication figures with matplotlib/seaborn/plotly. Multi-panel layouts, error bars, significance markers,...

scientific-critical-thinking @jackspace

Evaluate research rigor. Assess methodology, experimental design, statistical validity, biases, confounding,...

scholar-evaluation @jackspace

Systematic framework for evaluating scholarly and research work based on the ScholarEval methodology. This skill...

peer-review @jackspace

Systematic peer review toolkit. Evaluate methodology, statistics, design, reproducibility, ethics, figure integrity,...

literature-review @jackspace

Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv,...

hypothesis-generation @jackspace

Generate testable hypotheses. Formulate from observations, design experiments, explore competing explanations,...

exploratory-data-analysis @jackspace

Analyze datasets to discover patterns, anomalies, and relationships. Use when exploring data files, generating...

zarr-python @jackspace

Chunked N-D arrays for cloud storage. Compressed arrays, parallel I/O, S3/GCS integration, NumPy/Dask/Xarray...

vaex @jackspace

Use this skill for processing and analyzing large tabular datasets (billions of rows) that exceed available RAM....

umap-learn @jackspace

UMAP dimensionality reduction. Fast nonlinear manifold learning for 2D/3D visualization, clustering preprocessing...