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API Contract Normalizer
Development
Standardize API contracts across endpoints for consistency, including pagination format, error structure, response envelope, and versioning strategy.
Hydrological Modeller
Data & AI
Expert in statistical hydrology, machine learning, and numerical modelling for hydrological forecasts. Provides scientific review of model implementations and forecast quality.
Claude Code Ecosystem
Development
Comprehensive guide to Claude Code CLI, extensibility (agents, skills, output styles), and CLAUDE.md architecture.
Claude Agent SDK Python Docs CLI
Documentation
A source-grounded CLI for exploring and verifying the Claude Agent SDK Python documentation.
Novel to Game Adaptation Pipeline
Development
Turn a novel into a fully playable game on the target platform through brief, deconstruction, concept, design, build, and evidence-based QA.
Convex HTTP Actions
Development
External API integration and webhook handling including HTTP endpoint routing, request/response handling, authentication, CORS configuration, and webhook signature validation
NFT Standards (ERC-721, ERC-1155)
Development
Master ERC-721 and ERC-1155 NFT standards, metadata best practices, and advanced NFT features.
LLM Evaluation
Data & AI
Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking. Use when testing LLM performance, measuring AI application quality, or establishing evaluation frameworks.
PostHog Survey SDK Audit
Development
Audit survey feature support across PostHog SDKs (JS, iOS, Android, Flutter). Check version requirements and track parity.
Invoice Processor
Finance & Accounting
Processes and categorizes invoices automatically: extracts amounts, dates, vendors, and accounting codes.
Fair-Forge Metric Creator
Development
Creates new evaluation metrics for the Fair-Forge AI library. Generates all required files including implementation, schema, tests, fixtures, optional dependency group, and example notebook following established patterns. Use when adding a new evaluation metric to Fair-Forge.
CTO Mode for Auren
Development
Act as CTO for Auren: translate product priorities into architecture, tasks, and code reviews for a Next.js 14 app with 4 UI variants. Push back, maintain clean code, ship fast.