AWS Cloud Development Kit (CDK) expert for building cloud infrastructure with TypeScript/Python. Use when creating CDK stacks, defining CDK constructs, implementing infrastructure as code, or when the user mentions CDK, CloudFormation, IaC, cdk synth, cdk deploy, or wants to define AWS infrastructure programmatically. Covers CDK app structure, construct patterns, stack composition, and deployment workflows.
Configure AWS MCP servers for documentation search and API access. Use when setting up AWS MCP, configuring AWS documentation tools, troubleshooting MCP connectivity, or when user mentions aws-mcp, awsdocs, uvx setup, or MCP server configuration. Covers both Full AWS MCP Server (with uvx + credentials) and lightweight Documentation MCP (no auth required).
Analyzes and safely cleans up local Git branches. Categorizes branches by merge status, staleness, and remote tracking. Provides interactive selection with safety guards. Use when the user wants to clean up branches, delete old branches, organize Git branches, or asks about which branches can be safely deleted.
Bernard Ladenthin's personal Java Test-Driven Development skill — version 1.0.0 — Red → Green → Refactor workflow with project-independent conventions
Safely rebases the current feature branch onto a target branch (default: main) with automatic stash handling and conflict detection.
Set up a Docker container for running Nextflow training examples. Handles basic setup, Docker-outside-of-Docker (DooD) for containerized processes, ARM Mac platform emulation, and troubleshooting. Use when you need to run Nextflow examples in a consistent environment.
Use this skill after completing implementation to run the full post-implementation validation workflow: structured review, mutation testing, self-check, and full build.
Use this skill when upgrading a Maven dependency, GitHub Action, or other versioned dependency in this repository.
Comprehensive GitHub code review with AI-powered swarm coordination
Create and run custom background analysis workers with composable phases. Use when you need automated code analysis, security scanning, pattern learning, or API documentation generation.
Stage, commit, and push git changes with conventional commit messages. Use when user wants to commit and push changes, mentions pushing to remote, or asks to save and push their work. Also activates when user says "push changes", "commit and push", "push this", "push to github", or similar git workflow requests.
Scaffold a new cloud/platform provider for Afterburn with all required files, wiring, docs, and tests
Run all automated checks for the project (LOCAL + PROD) and provide a unified summary.
Launch an autonomous THINK→EXECUTE→REFLECT experiment loop on a GPU project
Autonomous testing skill that opens a deployed app, goes through user flows, tries to break things, and writes detailed bug reports. Use after deploying to staging. Triggers on: test the app, find bugs, QA the deployment, break the app, test staging.
Plans and executes roadmap work in one-by-one low-risk change-sets with mandatory gates (feature flags, tests, rollback path, and acceptance checks). Use for multi-phase delivery where regressions must be minimized.
Rules when working with ClickHouse database in Gram for analytics and telemetry features
Deploy the Android app to the Play Store via GitHub Actions. Runs pre-flight checks, creates a version tag, and pushes to trigger the deploy pipeline.
Scaffold and implement a new XerahS uploader plugin under `src/desktop/plugins` with the correct project layout, provider/uploader classes, `plugin.json`, Avalonia config UI, solution registration, and build verification. Use when adding a new upload destination, storage backend, text uploader, or URL-sharing plugin to XerahS.
License headers, build configuration rules, dependency version guidance, and general coding standards for XerahS
Autonomous multi-agent task orchestration with dependency analysis, parallel tmux/Codex execution, and self-healing heartbeat monitoring. Use for large projects with multiple issues/tasks that need coordinated parallel execution.
Development workflows, commands, publishing, CI/CD, changelog management, and contribution guidelines for LeanSpec. Use when contributing code, fixing bugs, setting up dev environment, running tests or linting, working with the monorepo structure, looking up build/dev/test/publish/format/lint commands, preparing releases, publishing to npm, bumping versions, syncing package versions, testing dev builds, troubleshooting npm distribution, updating changelogs, triggering CI/CD workflows, monitoring build status, debugging failed runs, managing artifacts, checking CI before releases, or researching AI agent runners. Triggers include any development, scripting, publishing, CI/CD, changelog, or runner research task in this project.
