Skill UI

Plan, run, and learn from chaos engineering experiments safely. Ships an experiment designer, blast-radius calculator, and postmortem generator (stdlib Python), plus references on chaos principles, attack taxonomy, and tooling (Chaos Mesh, Litmus, Gremlin, AWS FIS).

This comprehensive guide teaches how to plan, build, and deploy highly effective free tools (such as calculators, generators, or analyzers) to solve real user problems. It bridges the gap between engineering development and marketing strategy, providing actionable frameworks for lead generation, organic SEO growth, and building brand authority for founders and technical marketers.

Bilig WorkPaper provides a code-first runtime environment for complex spreadsheet business logic. It allows agents to interact with structured data using formulas and JSON workbooks via deterministic API calls (MCP/TypeScript). This is ideal for replacing unreliable UI automation in use cases like quote calculators, budget modeling, and data validation, ensuring calculation integrity through explicit read-back proof.

This tool performs deep, multi-touch attribution analysis to calculate comprehensive Return on Investment (ROI), Return on Ad Spend (ROAS), and Customer Acquisition Cost (CAC) across all marketing channels. It supports various attribution models (e.g., linear, time-decay) and projects long-term value using LTV, providing data for budget optimization, executive reporting, and identifying efficiency gaps.

Use to clarify distinctions between accounting and finance concepts such as cash flow vs profit, EBIT vs EBITDA, CapEx vs OpEx, debt vs equity, and ROI vs ROE. Ideal for calculators, due diligence, dashboards, investor memos, and client-facing financial explanations.

A comprehensive companion tool for the foundational Deep Learning textbook. It indexes 20 chapters and provides a crucial delta layer, updating core concepts from 2016 to 2026 (e.g., Transformers, Diffusion Models). The tool features four deterministic utilities: a reading-path planner, a training-failure diagnostic, a capacity planner, and a parameter/FLOP calculator. Ideal for students and practitioners who need to study the theory, understand its modern relevance, and translate academic knowledge into actionable engineering decisions.

Bilig WorkPaper provides a code-first runtime environment for complex spreadsheet business logic. It allows agents to interact with structured data using formulas and JSON workbooks via deterministic API calls (MCP/TypeScript). This is ideal for replacing unreliable UI automation in use cases like quote calculators, budget modeling, and data validation, ensuring calculation integrity through explicit read-back proof.

This skill calculates and validates end-of-line (EOL) resistor loops for intrusion alarm panels like Honeywell, DSC, and Bosch. It handles SEOL, DEOL, and TEOL configurations with wire gauge drop compensation. Use it to size resistors, troubleshoot zone tamper faults, and ensure circuit state discrimination between normal, alarm, and cut conditions.

Expert in building shareable generator tools that go viral, including name generators, quiz makers, avatar creators, personality tests, and calculator tools. Covers the psychology of sharing, viral mechanics, and designing tools people can't resist sharing with friends.

Analyze prompt structure to maximize LLM cache reuse, then measure input cost and latency. Covers stable prefixes, user/workspace boundaries, provider-specific cache counters and a cost comparison calculator for OpenAI, Claude and Gemini.

Calculate the cost per million tokens for running AI models locally on your own hardware like Ollama or llama.cpp. It factors in electricity prices, hardware costs, power consumption, and generation speed to determine the break-even point against hosted API models. Useful for deciding whether to deploy models locally or use cloud services based on actual usage and financial constraints.