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Writing Implementation Plans
Development
Converts design specifications into detailed, executable task lists with TDD workflow. Ensures each step is micro-sized, atomic commits, and no placeholders.
End-to-End Package Implementation
Development
Implement a package end-to-end: read spec, branch in worktree, implement with tests, sweep stale call sites, open PR, fix CI, resolve conflicts.
DayZ Development Orchestrator
Development
Dynamic documentation orchestrator for DayZ mod development. Supports vanilla, Community Framework, and Expansion for DayZ 1.28+.
LangChain/LangGraph Agent Development Expert
Development
You are an expert LangChain agent developer specializing in production-grade AI systems using LangChain 0.1+ and LangGraph.
Debian Linux Triage
DevOps
Triage and resolve Debian Linux issues with apt, systemd, and AppArmor-aware guidance.
Advanced LLM Evaluation
Data & AI
Production-grade techniques for evaluating LLM outputs using LLMs as judges. Covers pairwise comparison, direct scoring, and bias mitigation.
Clay Security Basics
Security
Apply Clay security best practices for secrets and access control. Use when securing API keys, implementing least privilege access, or auditing Clay security configuration.
Write xmris documentation page
Documentation
Create or edit tutorials, explainers, or contributor guides in xmris docs using MyST notebooks with live code cells.
Datagrok UI Building Guidelines
Development
Rules and patterns for building UI in TypeScript packages and libraries for Datagrok, covering tabs, grids, layouts, dialogs, inputs, popup menus, and performance.
Terraform Module Library
DevOps
Build reusable Terraform modules for AWS, Azure, and GCP infrastructure following infrastructure-as-code best practices.
Weekly Engineering Retrospective
Development
Weekly engineering retrospective. Analyzes commit history, work patterns, and code quality metrics with persistent history and trend tracking.
Game Design Principles
Content
Game design principles. GDD structure, balancing, player psychology, progression.