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DevTool User Map
Productivity
Map developer users, buyers, champions, contributors, and stakeholders for dev-focused products, with report-first approval.
Game Design Principles
Content
Game design principles. GDD structure, balancing, player psychology, progression.
Revert by Logical Work Unit
Development
Revert changes by logical work unit (track, phase, or task) with full git awareness. Supports reverting entire tracks, specific phases, or individual tasks.
Sync Skills
DevOps
Automatically syncs configuration files (README, CLAUDE.md, settings.json, hal_dotfiles.json) with discovered skills.
Stablecoin Resilience Classification
Data & AI
Classifies stablecoins to override default resilience sub-factor scores (chainRisk, collateralQuality, custodyModel) when the default inference is incorrect. Useful after adding new stablecoins or auditing existing scores for accuracy.
Survival Prediction with lifelines
Data & AI
Analyzes time-to-event data using Kaplan-Meier, log-rank tests, and Cox proportional hazards regression with lifelines. Builds survival models from clinical and omics features.
Reversa Drafter: PRD Synthesis
Documentation
Synthesizes ideation and persona documents into a complete Product Requirements Document (PRD) with problem, metrics, scope, and risks. Invoked by /reversa-drafter or the orchestrator /reversa-new.
Plexus Classifier Guidelines Management
Documentation
Create and update classifier guidelines documents for Plexus scorecard score validation.
Frontend Security Coding Expert
Security
Expert in secure frontend coding, specializing in XSS prevention, output sanitization, and client-side security patterns. Provides proactive implementation and code reviews.
Multiplayer Game Development
Development
Multiplayer game development principles covering architecture selection (dedicated server, P2P, host-based), synchronization techniques (state sync, input sync, lag compensation), network optimization, security, and matchmaking. Helps developers design and implement robust multiplayer systems with low latency and strong server authority.
Page Brief
Documentation
Create or review a page-brief, the artifact between a wireflow and full PRD, turning each screen into documented requirements tied to jobs.
Minecraft Bukkit Plugin Development
Development
Master Minecraft plugin development for Bukkit, Spigot and Paper servers with deep knowledge of modern APIs and internal mechanics.