Content & Writing
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Browse skills in this category.
data-export-pdf
Content & WritingCreate professional PDF reports with text, tables, and embedded images using reportlab. Works with ANY LLM provider (GPT, Gemini, Claude, etc.).
data-stats-analysis
Content & WritingPerform statistical tests, hypothesis testing, correlation analysis, and multiple testing corrections using scipy and statsmodels. Works with ANY LLM provider (GPT, Gemini, Claude, etc.).
data-transform
Content & WritingTransform, clean, reshape, and preprocess data using pandas and numpy. Works with ANY LLM provider (GPT, Gemini, Claude, etc.).
data-viz-plots
Content & WritingPublication-quality matplotlib/seaborn plots: scatter, heatmap, violin, bar, line, multi-panel figures. Works with ANY LLM provider.
gsea-enrichment-analysis
Content & WritingGene set enrichment analysis with correct geneset format handling. Critical guidance for loading pathway databases and running enrichment in OmicVerse.
omicverse-visualization-for-bulk-color-systems-and-single-cell-d
Content & WritingOmicVerse plotting: volcano, venn, boxplot, embedding, density, heatmap families, dotplot, convex hull, stacked bar, and Forbidden City color palettes.
single-cell-annotation-skills-with-omicverse
Content & WritingCell type annotation: SCSA, MetaTiME, CellVote consensus, CellMatch, GPTAnno, weighted KNN label transfer in OmicVerse.
single-cell-cellphonedb-communication-mapping
Content & WritingCellPhoneDB v5 ligand-receptor analysis, CellChatViz plots, and the newer ccc_heatmap / ccc_network_plot / ccc_stat_plot communication visualizations in OmicVerse.
single-cell-clustering-and-batch-correction-with-omicverse
Content & WritingSingle-cell clustering (Leiden, Louvain, scICE, GMM), batch correction (Harmony, scVI, BBKNN, Combat), topic modeling, and cNMF in OmicVerse.
single-cell-downstream-analysis
Content & WritingAUCell pathway scoring, metacell DEG, scDrug response, SCENIC regulons, cNMF programs, and NOCD community detection in OmicVerse.
single-cell-multi-omics-integration
Content & WritingMulti-omics integration: MOFA factor analysis, GLUE unpaired alignment, SIMBA batch correction, TOSICA label transfer, StaVIA trajectory. Covers scRNA+scATAC paired/unpaired workflows.
single-cell-preprocessing-with-omicverse
Content & WritingSingle-cell QC, normalization, HVG detection, PCA, neighbor graph, UMAP/tSNE embedding pipelines in OmicVerse (CPU/GPU).
single2spatial-spatial-mapping
Content & WritingMap scRNA-seq atlases onto spatial transcriptomics slides using omicverse's Single2Spatial workflow for deep-forest training, spot-level assessment, and marker visualisation.
tcga-bulk-data-preprocessing-with-omicverse
Content & WritingTCGA bulk RNA-seq preprocessing with pyTCGA: GDC sample sheets, expression archives, clinical metadata, Kaplan-Meier survival analysis, and annotated AnnData export.
takopi-release
Content & Writingby banteg
Prepare and ship a Takopi release. Use when asked to cut a release, bump release versions, update changelog/spec/readme, tag v<major.minor.patch>, or trigger the GitHub release workflow.
agent-creator
Content & Writingby hotovo
Create AiderDesk agent profiles via interactive Q&A.
skill-creator
Content & Writingby hotovo
Design and create Agent Skills using progressive disclosure principles. Use when building new skills, planning skill architecture, or writing skill content.
open-source-maintainer
Content & Writingby numman-ali
End-to-end GitHub repository maintenance for open-source projects. Use when asked to triage issues, review PRs, analyze contributor activity, generate maintenance reports, or maintain a repository. Triggers include "triage", "maintain", "review PRs", "analyze issues", "repo maintenance", "what needs attention", "open source maintenance", or any request to understand and act on GitHub issues/PRs. Supports human-in-the-loop workflows with persistent memory across sessions.
orchestration
Content & Writingby numman-ali
Multi-agent orchestration for complex tasks. Use when tasks require parallel work, multiple agents, or sophisticated coordination. Triggers include requests for features, reviews, refactoring, testing, documentation, or any work that benefits from decomposition into parallel subtasks. This skill defines how to orchestrate work using cc-mirror tasks for persistent dependency tracking and TodoWrite for real-time session visibility.
jimeng-api
Content & Writingby iptag
Generate images using the Jimeng API based on text prompts. Use this skill when users request AI-generated images from the Jimeng (即梦AI) service, artwork, illustrations, or visual content creation. Supports text-to-image and image-to-image generation with customizable ratios and resolutions.
brave-search
Content & Writingby steipete
Web search and content extraction via Brave Search API. Use for searching documentation, facts, or any web content. Lightweight, no browser required.
changelog
Content & Writingby dailydotdev
Generate a daily.dev changelog post for a new feature or update. Use when a team member needs to write a changelog announcement.
create-slash-commands
Content & WritingExpert guidance for creating Claude Code slash commands. Use when working with slash commands, creating custom commands, understanding command structure, or learning YAML configuration.
create-subagents
Content & WritingExpert guidance for creating, building, and using Claude Code subagents and the Task tool. Use when working with subagents, setting up agent configurations, understanding how agents work, or using the Task tool to launch specialized agents.
checkpoint-mode
Content & Writingby asklokesh
Pause for review every N tasks - selective autonomy pattern
prompt-optimization
Content & Writingby asklokesh
Applies prompt repetition to improve accuracy for non-reasoning LLMs
000-jeremy-content-consistency-validator
Content & Writingchangelog-orchestrator
Content & WritingDraft changelog PRs by collecting GitHub/Slack/Git changes, formatting with templates, running quality gates, and preparing a branch/PR. Use when generating weekly/monthly release notes or when the user asks to create a changelog from recent merges. Trigger with "changelog weekly", "generate release notes", "draft changelog", "create changelog PR".
generating-compliance-reports
Content & WritingGenerate comprehensive compliance reports for security standards. Use when creating compliance documentation. Trigger with 'generate compliance report', 'compliance status', or 'audit compliance'.