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Changelog Automation
DevOps
Automate changelog generation from commits and PRs, following Keep a Changelog and conventional commits for release workflows.
Git Operations
Development
Handles Git operations including commits with conventional format, branch naming per GitFlow/GitHub Flow, pull request creation with templates, and conflict resolution. Helps maintain consistent Git workflows by automating commit message generation and enforcing standard patterns.
NIFAL Deep Audit — Canonical Translation Layer
Development
Deep audit of the NIFAL canonical translation layer ensuring cross-game NIF compatibility via a single translate() boundary, with no fabrication or render-time fallback.
ML Engineer
Data & AI
Expert in production ML systems using PyTorch, TensorFlow, and modern frameworks. Focuses on model serving, feature engineering, and ML infrastructure.
Anthropic Claude API Expert Guide
Development
Expert guidance for building apps with Anthropic's Claude API: SDK patterns, cost optimization, caching, streaming, tool use, and production best practices.
Freeze edits to a directory
Development
Restricts Edit and Write operations to a specified directory for the session, blocking changes outside the allowed path. Useful for debugging or scoping changes.
Claude Code Ecosystem Expertise
Development
Comprehensive guide for Claude Code CLI, extensibility with agents, skills, output styles, and CLAUDE.md optimization. Covers setup, MCP servers, hooks, plugins, CI/CD, and troubleshooting.
Run AI Apps via inference.sh CLI
Data & AI
Use the inference.sh CLI to run 150+ AI apps: image/video generation, LLMs, web search, Twitter automation.
X (Twitter) Integration
Content
Integrates X (Twitter) functionality into NanoClawbster, allowing posting, liking, replying, retweeting, and quoting tweets via WhatsApp. Useful for managing X interactions through chat commands.
Google Docstring Assistant
Documentation
Write Python docstrings following the Google style guide, with clear sections and examples.
Async SQLAlchemy Patterns for FastAPI
Development
Implement production-ready async SQLAlchemy 2.0+ patterns in FastAPI with session management, connection pooling, Alembic migrations, and query optimization.
Ideogram Data Handling
Security
Implement PII handling, data retention, and GDPR/CCPA compliance for Ideogram integrations. Includes detection, redaction, and automatic cleanup of sensitive data.