Desenvolvimento
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run-tests
How to run tests in this project. Load when implementing or verifying code.
picoclaw-self-pen-testing
Habilidade de revisão de postura local exclusiva para Picoclaw, focada em descobertas somente leitura e orientação de remediação segura para o operador.
bio-metabolomics-statistical-analysis
Statistical analysis for metabolomics data. Covers univariate testing, multivariate methods (PCA, PLS-DA), and biomarker discovery. Use when identifying differentially abundant metabolites or building classification models.
tooluniverse-rnaseq-deseq2
Production-ready RNA-seq differential expression analysis using PyDESeq2. Performs DESeq2 normalization, dispersion estimation, Wald testing, LFC shrinkage, and result filtering. Handles multi-factor designs, multiple contrasts, batch effects, and integrates with gene enrichment (gseapy) and ToolUniverse annotation tools (UniProt, Ensembl, OpenTargets). Supports CSV/TSV/H5AD input formats and any
data-stats-analysis
Perform statistical tests, hypothesis testing, correlation analysis, and multiple testing corrections using scipy and statsmodels. Works with ANY LLM provider (GPT, Gemini, Claude, etc.).
git-workflow
Git workflow with worktrees and conventional commits.
digital-archive
Digital archiving workflows with AI enrichment, entity extraction, and knowledge graph construction. Use when building content archives, implementing AI-powered categorization, extracting entities and relationships, or integrating multiple data sources. Covers patterns from the Jay Rosen Digital Archive project.
improve-pipeline
Optional meta-skill for improving `chrislacey89/skills` from real-world friction or breakdowns discovered while using the pipeline in another repo. Use when the main lesson is about the pipeline itself, not the downstream project. Grounds proposals in established software-engineering guidance from `/library`. Produces a GitHub issue in `chrislacey89/skills` and only moves to implementation after r
working-on-ancplua-plugins
Primary instruction manual for working within the ancplua-claude-plugins monorepo. Use when creating, modifying, or debugging plugins in this repository.
systematic-debugging
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
systematic-debugging
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
debug-connection
Debug WebSocket connection issues between CLI and FigJam plugin. Use when diagrams aren't syncing or connection fails.