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Generate Statistical Tables
Data & AI
Generate publication-ready statistical tables using gt, kableExtra or flextable. Covers descriptive statistics, regression results, ANOVA tables, correlation matrices, and APA formatting.
Handoff (Session Handoff)
Development
Save session progress, pending TODOs, key decisions, and next steps to specs/HANDOFF.md for continuity in long tasks.
Pre-PR Preflight Check
Development
Runs a comprehensive set of checks on changed files before creating a pull request, covering TypeScript strictness, React patterns, route structure, data fetching, validation, environment variables, imports, dead code, security, git hygiene, performance, styling, dates, accessibility, and code style. Helps catch common issues early to speed up code review and reduce bugs.
Structured Code Review
Testing
Code quality assessment through a 9-step workflow using Conventional Comments format, scaled review depth, and soft-gating verdicts preserving user autonomy.
Think Ahead
Productivity
Reads the current work state (git status, diff, recent commits) and checks alignment with the plan. Spots dependencies, blockers, and suggests next moves in priority order. Useful between work cycles for strategic planning.
Portfolio Optimization
Business & Administration
Optimize project selection under constraints using mathematical optimization techniques. Maximize portfolio value while respecting budget, resource, and strategic alignment requirements.
Multi-Tenancy Models
Development
Use when choosing multi-tenant architecture patterns. Covers Pool (shared), Silo (isolated), and Bridge (hybrid) models with decision frameworks for isolation, cost, and scale trade-offs.
MeRIP-seq m6A Analysis Pipeline
Data & AI
End-to-end epitranscriptomic m6A modification analysis pipeline from quality control through peak calling and differential methylation detection.
Paper Image Extractor
Data & AI
Extracts figures from academic papers, prioritizing arXiv source packages for high-quality images.
Miller Patterns Audit
Development
Use pattern extractors to audit code shapes like routes, attributes, directives, and SQL structures across multiple languages.
SHAP Model Explainability Skill
Data & AI
Skill for SHAP-based model explainability, including feature attribution, summary plots, and interaction analysis.
Motion for Clarification (CPC 1.022-1.026)
Content
Drafts motions for clarification under Brazilian CPC (arts. 1.022-1.026) to challenge decisions with omission, contradiction, obscurity, or material error.