GitHub
mediana-fundamentals
Core Mediana package functions for Clinical Scenario Evaluation (CSE). Use when designing data models, analysis models, evaluation models, and running comprehensive trial simulations.
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GitHub
pymc-fundamentals
Foundational knowledge for writing PyMC 5 models including syntax, distributions, sampling, and ArviZ diagnostics. Use when creating or reviewing PyMC models.
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GitHub
pairwise-ma-methodology
Deep methodology knowledge for pairwise meta-analysis including fixed vs random effects, heterogeneity assessment, publication bias, and sensitivity analysis. Use when conducting or reviewing pairwise MA.
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GitHub
group-sequential-methods
Group sequential design methods for interim analyses, alpha spending, and futility stopping. Use when designing trials with interim looks or implementing spending functions.
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GitHub
stc-methodology
Deep methodology knowledge for STC including outcome regression approach, effect modifier selection, covariate centering, and comparison with MAIC. Use when conducting or reviewing STC analyses.
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GitHub
pr-response
Respond directly to individual PR review comments using the GitHub API. Use when asked to reply to PR comments, address reviewer feedback, or communicate with reviewers on a PR.
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GitHub
today
Get today's date for web searches and date-sensitive tasks. Auto-invoke before any WebSearch that includes a year (e.g., "React 2024", "Python 2025"), when searching for current documentation, latest releases,...
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GitHub
agentviewer
Display rich content (markdown, code, diffs, mermaid diagrams) to users in a browser viewer. Use when you need to show complex content that benefits from rich rendering - reports, documentation, code with synta...
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GitHub
consolidate-branches
Consolidate multiple PR branches onto a target branch using jj multi-parent rebase with intelligent AI-powered conflict resolution
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GitHub
script-banner
Automatically add standardized info banners to all new scripts and tools. Use when creating new PowerShell scripts, Bash scripts, or any executable tools in this repository.
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GitHub
changelog-manager
Automatically create and update CHANGELOG.md files for scripts and tools following Keep a Changelog format. Use when creating new scripts, updating existing scripts, fixing bugs, or adding features to any tool...
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GitHub
git-commit
Suggest commit messages based on staged changes and assist with committing using an editor.
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GitHub
gemini-image
Generate images using Google Gemini/Imagen API. Use when the user asks to create, generate, or make an image, picture, photo, illustration, artwork, or visual content.
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GitHub
task-management
Comprehensive task management API development assistance using FastAPI, SQLModel, and pytest. Use when Claude needs to work with task management systems for: (1) Creating task models and database schemas, (2) I...
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GitHub
pytest
Comprehensive pytest testing framework assistance including test creation, fixture management, parameterized testing, configuration, and advanced testing patterns. Use when Claude needs to work with pytest for:...
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GitHub
sqlmodel
Comprehensive SQLModel development assistance including model creation, relationship handling, database operations, and integration with FastAPI. Use when Claude needs to work with SQLModel projects for: (1) Cr...
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GitHub
golden-circle
Golden Circle framework implementation based on Simon Sinek's concept of Why, How, and What for creating meaningful projects and products. Use when Claude needs to develop projects with clear purpose, methodolo...
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GitHub
fastapi
Comprehensive FastAPI development assistance including project setup, route creation, database integration, authentication, and deployment. Use when Claude needs to work with FastAPI projects for: (1) Creating...
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GitHub
api-utils
Comprehensive API development utilities and helper functions for FastAPI, SQLModel, and pytest. Use when Claude needs to work with API development for: (1) Creating common API patterns and utilities, (2) Implem...
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GitHub
hierarchical-merge
Enforce hierarchical merge protocol - branches merge to parent, not directly to main
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GitHub
worktree-policy
Enforce mandatory git worktree usage for multi-agent file modifications
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GitHub
mvv-synthesis
Synthesize Mission, Vision, Values from ontological analysis output
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GitHub
ttl-policy
Manage Time-To-Live policies for framework content freshness
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GitHub
audit
On-demand audit and analysis of agent orchestration flows via Sentinel Protocol
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