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Domain-agnostic quality audit pipeline. Enumerates items, loads standards, captures evidence, evaluates per-item, posts structured verdicts, verifies coverage, and summarizes findings. Works for UI co…
Map non-linear connections across files, thoughts, and projects. Reveal hidden patterns in seemingly unrelated work. Use when feeling scattered, when working across multiple domains, or when sensing c…
[WHAT] Fast, cost-effective inference and fine-tuning for open-source LLMs via OpenAI-compatible APIs [HOW] Serverless inference, on-demand GPU deployments, LoRA fine-tuning (SFT, RFT, DPO), firectl C…
Small consistent actions create exponential results over time - the most powerful force in wealth, knowledge, and habits
Probability-weighted average of all possible outcomes used to compare uncertain options and make optimal decisions under risk
Recognize that independent random events have no memory - past outcomes do not influence future probabilities regardless of perceived streaks or patterns
A product or service becomes more valuable as more people use it, creating self-reinforcing growth, winner-take-all dynamics, and durable competitive moats
Systematic tendency to overestimate one's knowledge, abilities, and the precision of predictions, leading to excessive risk-taking and poor calibration
[WHAT] Config-driven content intake system for GitHub repos, videos, articles, PDFs, and skill packages. [HOW] Phase 0 resolves workshop overlays from `~/.config/lev/config.yaml` and `<project>/.lev/c…
When you need to understand why reactions don't happen spontaneously despite being energetically favorable
Machine learning inference pattern where predictions are generated for large datasets at scheduled intervals rather than in real-time
Understand that all phenomena arise through interconnected causes and conditions, enabling systems thinking and recognizing leverage points for change
Visualize evolutionary optimization as a search through multidimensional space where each position represents a solution and height represents fitness
You cannot derive an "ought" from an "is" without bridging logic
Separate application logic into Model (data), View (presentation), and Controller (input handling) for maintainable software architecture
Systematic framework for designing customer referral programs with double-sided incentives, optimal timing, friction reduction, and AI-powered optimization
[WHAT] TypeScript SDK for programmatic control of OpenCode AI coding agent. [HOW] Client/server architecture: start embedded server or connect to existing instance. [WHEN] Use when automating OpenCode…
A preference for known risks over unknown risks, even when expected values are equivalent
Measure forecasting accuracy by calculating mean squared error between predicted probabilities and outcomes when improving calibration through systematic feedback
Probability-weighted average of all possible outcomes, calculated by multiplying each outcome's value by its likelihood to guide risk-based decisions
Deconstruct experience into five components (form, sensation, perception, mental formations, consciousness) to understand the illusion of fixed self and reduce attachment
Remember death to create urgency, perspective, and gratitude - live virtuously in each present moment as if it could be your last
Systematically identify and assess macro-environmental forces (Political, Economic, Social, Technological, Legal, Environmental) that impact organizational strategy
Visual probability-impact assessment tool that categorizes risks on a grid by likelihood and severity to prioritize mitigation efforts