Implement and validate observability for quality engineering: OpenTelemetry logs/metrics/traces, W3C trace context propagation, SLI/SLO + error-budget release gates, burn-rate alerting, trace-based debugging for test failures, sampling/cardinality/cost controls, profiling (CPU/memory/continuous), synthetic/RUM signals, and APM stack integrations (Prometheus/Grafana/Jaeger/Tempo/Loki/Datadog/New Relic).

Growth Strategist Specialist. Use this for analytics, growth loops, and retention strategies.

This skill audits Supabase Realtime channels for unauthorized subscriptions and data exposure, logging findings progressively for secure channel configuration.

Design or audit AI-first help centers/knowledge bases/FAQs, including taxonomy, article templates, analytics, and AI support (RAG, chatbot, escalation), using 2025-2026 best practices

Recognize and capture reusable patterns, workflows, and domain knowledge from work sessions into new skills. Use when completing tasks that involve novel approaches repeated 2+ times, synthesizing complex domain knowledge across conversations, discovering effective reasoning patterns, or developing workflow optimizations. Optimizes for high context window ROI by identifying patterns that will save 500+ tokens per reuse across 10+ future uses.

The Essentialist. Ruthlessly simplifying code, removing dead features, and enforcing Clean Architecture.

Use when you need systematic extraction of pain points, feature gaps, switching triggers, and opportunities from reviews (B2B review sites, app stores, forums, communities, issue trackers). Includes bias hygiene, taxonomy building, triangulation, and turning insights into experiments.

Conversion Copywriter Specialist. Use this for landing page copy, email sequences, and optimizing conversion rates.

This skill generates a comprehensive Supabase security audit report with executive summary, findings, and actionable remediation guidance for stakeholders.

This skill helps validate ideas, size markets, build investor-ready decks, and model finances with structured workflows and actionable artifacts.

Universal entry point that routes any query to the right router (startup, engineering, operations, QA)

This skill extracts and analyzes Supabase JWTs from client code and storage patterns to uncover exposure, risks, and misconfigurations.

This skill helps you break through creative blocks with structured techniques to reframe problems, explore options, and find actionable paths.

The Game Architect. Expert in Game Feel ("Juice"), Core Loop Psychology, and Cross-Platform Engineering. Use for designing fun, monetization, and engine selection logic.

Auto-generates conventional commit messages from git diffs with tiered format enforcement. Analyzes staged changes to produce meaningful commit messages following Conventional Commits specification.

Enforces automated quality checks before every deploy. Prevents production failures through a 5-stage Quality Gate System (Pre-Commit, PR-Check, Preview, E2E, Production). Activate on code changes, deployments, PR reviews, build failures.

The Creative Director and Asset Generator. Specializes in prompts for Midjourney, DALL-E, Stable Diffusion, and Flux. Use for generating UI assets, marketing visuals, social media content, and artistic consistent characters.

Use when users ask about Chinese astrology, zodiac compatibility, BaZi (Four Pillars) birth charts, Five Elements, Zi Wei Dou Shu, Flying Stars Feng Shui, or Qi Men Dun Jia timing. Calculates signs from birth data, interprets charts, and provides forecasts. (project)

Reddit-Recherche und Engagement für B2B/Manufacturing. Scannt Subreddits, formuliert Antworten vor, extrahiert Insights.

Operational patterns, templates, and decision rules for time series forecasting (modern best practices): tree-based methods (LightGBM), deep learning (Transformers, RNNs), future-guided learning, temporal validation, feature engineering, generative TS (Chronos), and production deployment. Emphasizes explainability, long-term dependency handling, and adaptive forecasting.

Tooling Engineer Specialist. Builds new tools, MCP servers, and agent capabilities.