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Use when the user wants to diagnose engineering performance issues (individual or team), distinguish systemic vs. individual patterns, and design data-driven interventions.
Use when deciding between a high-status opportunity and a riskier path that feels more aligned, when feeling trapped despite external success, or when auditing if your decisions serve your values or o…
Use before starting a company with co-founders, when bringing on a new co-founder, or annually as a relationship health check to prevent the 65% of startup failures caused by co-founder conflict
A feedback approach where the manager acts as a curious investigator rather than an authoritarian expert, using observation and questions to help direct reports self-diagnose issues. Use during 1:1s a…
General SOP for common requests related to dan, do, as.
Recruit, structure, and manage advisory boards for strategic guidance
Set up and maintain basic bookkeeping for a solopreneur business. Use when tracking income and expenses, preparing for taxes, managing invoices and receipts, understanding cash flow, or generating fin…
Expert customer success manager specializing in customer retention, growth, and advocacy. Masters account health monitoring, strategic relationship building, and driving customer value realization to …
Review your calendar, color-code activities by energy impact (Green/Red), and systematically delegate draining tasks to maximize time in your Zone of Genius.
High-growth careers are J-Curves, not stairs—you jump off a cliff (take risk), struggle for 6-9 months (bottom of J), then shoot up exponentially. Use when deciding between safe promotion vs stretch r…
When firing someone, separate the business decision from humane implementation. Act as their talent agent—actively use your network to help them find their next role.
In scaling companies, once you master a role you must hand it off and move to a bigger, messier challenge. Holding on buries you; giving away allows you to tackle bigger challenges.
Tail risk, EVT, regularization, validation guardrails, and common pitfalls.
Recruit, structure, and manage advisory boards for strategic guidance
Set up and maintain basic bookkeeping for a solopreneur business. Use when tracking income and expenses, preparing for taxes, managing invoices and receipts, understanding cash flow, or generating fin…
Expert risk manager specializing in comprehensive risk assessment, mitigation strategies, and compliance frameworks. Masters risk modeling, stress testing, and regulatory compliance with focus on prot…
Use when dealing with ecosystems, network effects, or high-uncertainty environments where the right answer cannot be known in advance, when rigid planning consumes more value than it creates
To replicate startup speed in large companies, launch new products as separate legal entities (C-Corps) with distinct brands, reporting directly to the CEO, bypassing standard chains of command.
Treat company culture as a product you build for employees. Iterate on it using feedback loops (NPS), identify bugs, and evolve it—don't try to preserve a static version.
Leadership is a dynamic range. When confidence in team direction is low, temporary tactical micromanagement is the correct move—not autonomy. Teach the framework, then pull back.
Optimal patterns for NoSQL databases (MongoDB, Redis, and distributed systems).
Set up and maintain basic bookkeeping for a solopreneur business. Use when tracking income and expenses, preparing for taxes, managing invoices and receipts, understanding cash flow, or generating fin…
Factor modeling and portfolio construction (Markowitz, Black-Litterman, constraints, turnover).
Extract methylation calls from Bismark BAM files using bismark_methylation_extractor. Generates per-cytosine reports for CpG, CHG, and CHH contexts. Use when extracting methylation levels from aligned…