Coding & Dev Tools

lev-os Skill

Structures microbiology result interpretation with susceptibility patterns and resistance mechanisms. Use when reading culture results, interpreting susceptibility data, or identifying resistance patterns.

lev-os Skill

Guides AUB evaluation using PALM-COEIN classification with workup algorithms. Use when evaluating abnormal bleeding, applying PALM-COEIN classification, or managing AUB workup.

lev-os Skill

Structures board-level financial packages with executive summary, strategic metrics, and forward outlook. Use when preparing board packages, creating executive financial summaries, or presenting financial results.

lev-os Skill

Selects appropriate cardiac imaging modality based on clinical question and pretest probability. Use when choosing cardiac imaging, selecting stress testing modality, or ordering cardiac CT/MRI.

lev-os Skill

Applies ACC/AHA perioperative cardiac evaluation algorithm with functional capacity and risk indices. Use when performing cardiac preop evaluation, calculating RCRI, or assessing perioperative cardiac risk.

lev-os Skill

Structures TCFD-aligned climate scenario analysis with transition and physical risk modeling. Use when conducting climate scenarios, modeling transition risk, or analyzing physical climate exposure.

lev-os Skill

Structures wealth-based lending analysis with securities-backed, real estate, and art lending evaluation. Use when evaluating wealth lending, analyzing pledge portfolios, or structuring high-net-worth credit.

lev-os Skill

Make accountable long-term predictions with skin in the game, forcing rigorous thinking about future outcomes through public commitments and charitable stakes

lev-os Skill

Strategic framework emphasizing speed, agility, and disrupting opponent decision-making over direct attrition, achieving victory through superior tempo and indirect approaches

lev-os Skill

Distinguish between mental models (maps) and reality (territory) to avoid confusing representations with the actual thing

lev-os Skill

Build protective buffers, safety factors, and error tolerance into decisions by requiring significant discount between price and intrinsic value - create multiple layers of protection when facing uncertainty, irreversible commitments, or high-cost failures in investing, engineering, and project planning

lev-os Skill

The additional satisfaction or benefit derived from consuming one more unit of a good or service, which typically decreases with each additional unit consumed

lev-os Skill

Reverse game theory that engineers rules and incentive structures to achieve desired outcomes when participants have private information and self-interested motivations

lev-os Skill

Identify stable strategic outcomes where no player benefits from unilaterally changing their strategy - predict where competitive dynamics settle

lev-os Skill

Every choice has a hidden price - the value of the next best alternative you gave up to pursue it

lev-os Skill

Focus on the vital few inputs generating disproportionate results while eliminating the trivial many consuming resources - identify high-leverage activities, power law distributions, and 80/20 patterns when prioritizing tasks, allocating resources, or optimizing productivity across business and personal domains

lev-os Bundle

Measure demand sensitivity when deciding to raise, lower, or maintain prices

lev-os Skill

Recognize competitive environments where you must continuously evolve just to maintain position - standing still means falling behind

lev-os Skill

Systematic framework for designing customer referral programs with double-sided incentives, optimal timing, friction reduction, and AI-powered optimization

lev-os Skill

Write maintainable object-oriented code by following five design principles - Single Responsibility, Open-Closed, Liskov Substitution, Interface Segregation, Dependency Inversion

lev-os Skill

Document attribution in real-time when memory accurately recalls content but distorts its origin

lev-os Skill

Make probabilistic predictions when strategic decisions require accurate risk assessment

lev-os Skill

Frame decisions as probability bets instead of certainties - separate decision quality from outcome quality to avoid resulting bias

lev-os Skill

Place one object inside another, which is inside a third, maximizing space utilization and increasing system compactness

lev-os Skill

David Marquet's intent-based leadership framework shifting from leader-follower to leader-leader through control distribution and clarity

lev-os Skill

Maintain dynamic equilibrium between complementary opposites when navigating strategic polarities

lev-os Skill

Evaluates CMBS structures with loan-level analysis, subordination assessment, and special servicing monitoring. Use when analyzing CMBS deals, reviewing loan pools, or monitoring CMBS performance.

lev-os Skill

Structures observational and instrumented gait analysis with deviation identification and intervention planning. Use when analyzing gait patterns, documenting gait deviations, or planning gait interventions.

lev-os Skill

Guides GDMT optimization for HFrEF and HFpEF with medication titration and monitoring schedules. Use when managing heart failure, titrating GDMT, or optimizing HF medications.

lev-os Skill

Guides statin selection and intensity with ASCVD risk calculation and LDL targets. Use when managing lipids, calculating cardiovascular risk, or optimizing lipid-lowering therapy.

lev-os Skill

Structures SEC filing preparation with 10-K, 10-Q, 8-K content requirements and XBRL tagging. Use when preparing SEC filings, reviewing filing content, or managing XBRL tagging.

lev-os Skill

Calculates the bankruptcy means test from paystub data to determine annualized gross income and compare against state median income thresholds. Covers the 6-month look-back period, YTD subtraction method, pro-rata adjustments, and median income comparison. Use when evaluating Chapter 7 eligibility, performing pre-filing income assessment, or preparing Form 122A-1.

lev-os Skill

Summarizes parole hearing transcripts into structured analytical documents covering case identification, inmate testimony, victim impact, evidence review, board decision, and strategic analysis. Use when summarizing parole hearings, board decisions, parole denials, parole grant conditions, or preparing for future hearings and post-conviction strategy.

lev-os Skill

Generates structured summaries of criminal plea agreements. Triggers when summarizing plea deals, preparing for plea colloquy, or creating quick-reference digests of negotiated resolutions in criminal defense matters.

lev-os Skill

Drafts a Motion for Preliminary Injunction applying the Winter four-factor test with jurisdiction-specific procedural compliance. Covers merits analysis, irreparable harm, equities balancing, bond, and proposed order language. Use when filing for preliminary injunction, TRO, temporary restraining order, or emergency injunctive relief in federal or state court.

lev-os Skill

Drafts a legally compliant Private Placement Memorandum for Regulation D offerings (Rule 506(b)/506(c)), covering full disclosure framework including risk factors, capitalization, securities terms, use of proceeds, and investor qualification requirements. Enforces SEC anti-fraud compliance under Section 10(b)/Rule 10b-5, blue sky law considerations, and accredited investor verification under Rule 501. Use this skill when drafting PPMs, offering memorandums, Reg D disclosure documents, or private offering circulars for issuers raising capital from sophisticated investors. Also trigger when the user mentions private placement disclosure, offering memorandum, Reg D fundraising, or accredited investor verification. Even if the user just says "PPM" or "draft our offering memo," use this skill.