Other

Autonomous development loops with iteration, backpressure gates, and completion criteria. Use for sustained coding sessions that require multiple iterations, test validation, and structured progress tracking. Supports Next.js, Python, FastAPI, and GPU workloads with Ralph Wiggum methodology adapted for OpenClaw.

When the user wants help with pricing decisions, packaging, or monetization strategy. Also use when the user mentions 'pricing,' 'pricing tiers,' 'freemium,' 'free trial,' 'packaging,' 'price increase,' 'value metric,' 'Van Westendorp,' 'willingness to pay,' or 'monetization.' This skill covers pricing research, tier structure, and packaging strategy.

Write efficient MariaDB queries with proper indexing, temporal tables, and clustering.

Control Sensibo smart AC devices via their REST API. Use when the user asks to turn on/off AC, change temperature, set modes, check room temperature/humidity, or manage climate schedules. Triggers on phrases like "turn on AC", "set bedroom to 22", "how hot is it", "AC off", "cooling mode".

Use when working with glab snippet commands.

Manage Coolify deployments, applications, databases, and services via the Coolify API. Use when the user wants to deploy, start, stop, restart, or manage applications hosted on Coolify.

Build gratitude practice with daily entries, streaks, and reflection prompts

Use when working with glab version commands.

Query and index Elasticsearch with proper mappings, analyzers, and search patterns.

Holistic nutrition guidance — food-health relationships, eating behaviors, sustainable habits, and nutritional education.

Avoid common R mistakes — vectorization traps, NA propagation, factor surprises, and indexing gotchas.

Production Go concurrency patterns — goroutines, channels, sync primitives, context, worker pools, pipelines, and graceful shutdown. Use when building concurrent Go applications or debugging race conditions.