Database

Expert guidance on working with publishers, platform submission processes, certification requirements, distribution deals, and navigating the business of shipping games

Comprehensive game QA methodology covering test planning, bug tracking, regression testing, automation, compliance testing, and shipping quality software

Practical guidance for solo developers and small teams covering scoping, prototyping, wearing multiple hats, sustainable development practices, funding, and shipping on limited resources

Expert guidance on games-as-a-service operations including season passes, content drops, live events, monetization, player retention, and sustaining a game over years

Use this skill for commercial real estate questions covering office, retail, industrial, and multifamily asset classes. Triggers include "commercial real estate," "CRE," "NNN lease," "triple net," "gross lease," "tenant improvement," "CAM charges," "commercial valuation," and "commercial property." Activate for lease structure analysis, tenant evaluation, and commercial asset underwriting.

Use this skill for fix-and-flip real estate strategy including ARV calculations, renovation budgeting, contractor management, the 70% rule, deal sourcing, and timeline management. Triggers include "house flipping," "fix and flip," "ARV," "after repair value," "renovation," "rehab," "contractor," "70% rule," and "flip." Activate for any question about buying, renovating, and reselling residential properties for profit.

Use this skill when analyzing real estate investment opportunities, calculating cap rates, cash-on-cash returns, IRR, or NOI. Triggers include deal evaluation, pro forma modeling, investment property analysis, market comparisons, and return calculation. Activate when users mention "investment analysis," "cap rate," "cash flow," "deal analysis," or "pro forma."

Use this skill for real estate market analysis including supply/demand dynamics, demographic analysis, comparable sales, rent surveys, and market cycle identification. Triggers include "market analysis," "real estate market," "comps," "comparable sales," "rent survey," "market cycle," "supply and demand," "absorption rate," and "emerging market." Activate for any question about evaluating a real estate market or submarket.

Use this skill for property management operations including tenant screening, lease management, maintenance coordination, rent collection, and vacancy reduction. Triggers include "property management," "tenant screening," "lease agreement," "maintenance request," "rent collection," "eviction," and "vacancy." Activate for any landlord operational question.

Use this skill for property technology questions including RE tech stacks, virtual tours, smart building technology, property data analytics, marketplace platforms, and construction technology. Triggers include "proptech," "property technology," "smart building," "virtual tour," "RE data analytics," "real estate software," "construction tech," "contech," "property data," and "RE marketplace." Activate for any question about technology applications in real estate.

Use this skill for real estate development questions including site selection, feasibility studies, zoning and entitlements, construction management, and development pro formas. Triggers include "development," "ground-up construction," "entitlements," "zoning," "feasibility study," "site plan," and "construction budget." Activate for any question about building or developing real estate from the ground up or major redevelopment.

Use this skill for real estate financing questions including mortgage types, commercial lending, DSCR loans, LTV analysis, creative financing, syndication structures, and refinancing strategies. Triggers include "financing," "mortgage," "DSCR," "LTV," "syndication," "private money," "hard money," "refinance," "loan," and "creative financing." Activate for any RE capital structure or lending question.

Evaluate and analyze real estate investment opportunities using financial metrics, market analysis, and risk assessment frameworks. Use this skill when the user asks about investing in property, analyzing rental yields, evaluating real estate deals, house flipping economics, commercial real estate analysis, or wants guidance on property investment strategy and due diligence.

Use this skill for real estate negotiation tactics including purchase agreements, contingency strategies, seller motivation assessment, multiple offer handling, creative deal structures, and wholesaling. Triggers include "negotiation," "purchase agreement," "contingency," "offer," "seller motivation," "wholesale," "creative deal," "assignment," "subject to," and "deal structure." Activate for any question about negotiating real estate transactions.

Use this skill for rental property strategy including long-term and short-term rental optimization, Airbnb/VRBO management, rental pricing, tenant retention, cash flow analysis, and portfolio scaling. Triggers include "rental property," "rental strategy," "Airbnb," "short-term rental," "cash flow," "tenant retention," "rental portfolio," "VRBO," "STR," and "long-term rental." Activate for any question about building or optimizing a rental property business.

Use this skill when measuring carbon footprints, calculating Scope 1/2/3 emissions, applying the GHG Protocol, selecting carbon accounting tools, or setting emissions reduction targets. Trigger keywords include carbon footprint, greenhouse gas inventory, science-based targets, SBTi, emission factors, and decarbonization baseline.

Use this skill when designing circular economy strategies, rethinking product lifecycles, developing waste reduction programs, or building circular business models. Trigger keywords include circular design, cradle-to-cradle, product-as-a-service, waste hierarchy, material flow analysis, extended producer responsibility, and upcycling.

Use this skill when conducting climate risk assessments, analyzing physical vs transition risks, performing scenario analysis, building climate resilience plans, or preparing TCFD-aligned climate disclosures. Trigger keywords include climate risk, scenario analysis, physical risk, transition risk, stranded assets, climate resilience, adaptation strategy, and TCFD disclosure.

Use this skill when working on the social pillar of ESG, developing diversity and inclusion metrics, designing community engagement programs, conducting human rights due diligence, or measuring social impact. Trigger keywords include DEI metrics, social impact, S-pillar, human rights due diligence, community engagement, social license, pay equity, diversity reporting, and workforce wellbeing.

Use this skill when developing ESG strategy, conducting materiality assessments, selecting ESG frameworks (GRI, SASB, TCFD, ISSB), or integrating sustainability into business strategy. Trigger keywords include ESG roadmap, stakeholder engagement, materiality matrix, double materiality, ESG governance, and sustainability strategy.

Use this skill when working with green bonds, sustainable investing, ESG integration in investment decisions, impact investing, green loans, or climate risk assessment for financial portfolios. Trigger keywords include green bond, sustainable finance, ESG investing, impact fund, climate risk, TCFD recommendations, taxonomy alignment, and financed emissions.

Use this skill when measuring social or environmental impact, building theories of change, selecting impact metrics and indicators, calculating social return on investment, or preparing impact reports. Trigger keywords include impact measurement, theory of change, IRIS+ indicators, SROI, impact-washing, impact framework, logic model, and outcome measurement.

Use this skill when developing net zero strategies, building decarbonization pathways, evaluating renewable energy procurement options, assessing carbon offsets vs insetting, or setting interim reduction targets. Trigger keywords include net zero, decarbonization, renewable energy, energy efficiency, carbon offsets, carbon removal, insetting, net zero roadmap, and interim targets.

Use this skill when preparing sustainability or ESG reports, navigating GRI Standards, complying with CSRD/ESRS, building data collection systems, or comparing reporting frameworks. Trigger keywords include sustainability report, GRI disclosures, CSRD compliance, integrated reporting, materiality matrix, ESG data verification, and assurance readiness.

Use this skill when managing sustainable supply chains, assessing supplier ESG performance, implementing ethical sourcing programs, ensuring supply chain transparency, or calculating Scope 3 supply chain emissions. Trigger keywords include supplier assessment, ethical sourcing, supply chain due diligence, modern slavery, conflict minerals, supply chain traceability, and responsible procurement.

Use this skill when advising on finding freelance clients, building a client pipeline, or developing outreach strategies. Trigger keywords include client acquisition, finding clients, freelance outreach, inbound leads, referral systems, Upwork strategy, Toptal, direct clients, cold outreach, and freelance marketing.

Use this skill when advising on managing freelance client relationships, setting expectations, handling difficult clients, or maintaining long-term accounts. Trigger keywords include client management, client communication, difficult clients, expectation setting, scope management, client retention, and client boundaries.

Use this skill when advising on freelance contracts, payment terms, intellectual property ownership, or legal protections for independent contractors. Trigger keywords include freelance contract, SOW, MSA, payment terms, kill fee, IP ownership, NDA, liability, late payment, dispute resolution, and contract template.

Use this skill when advising on freelance financial management, taxes, invoicing, business entity selection, or retirement planning for self-employed professionals. Trigger keywords include freelance finances, quarterly taxes, self-employment tax, invoicing, expense tracking, emergency fund, LLC, S-Corp, retirement, and freelance bookkeeping.

Use this skill when advising on freelance pricing strategies, rate setting, value-based pricing, retainer structures, or handling scope creep. Trigger keywords include pricing, rates, hourly vs project, value-based pricing, retainer pricing, scope creep, price increase, packaging services, and freelance revenue.

Strategic job hunting methodology that treats the job search as a sales process rather than a lottery. Covers company research, contact discovery, material customization, multi-channel outreach, and follow-up cadence.

Use this skill when advising on building a freelance portfolio, creating case studies, positioning expertise, or designing portfolio websites. Trigger keywords include portfolio, case study, portfolio website, spec work, niche positioning, showing process, freelance branding, and portfolio strategy.

Use this skill when helping write freelance proposals, responding to RFPs, structuring project pitches, or improving proposal close rates. Trigger keywords include proposal writing, freelance proposal, winning proposals, RFP response, project pitch, proposal template, close rate, and client pitch.

Use this skill when advising on building retainer relationships, structuring recurring revenue as a freelancer, or transitioning project clients to ongoing engagements. Trigger keywords include retainer, recurring revenue, monthly retainer, retainer pricing, retainer structure, rollover policy, retainer agreement, and client retention.

Use this skill when advising on growing beyond solo freelancing, building a small agency, subcontracting, or creating productized services. Trigger keywords include scaling, freelance to agency, subcontracting, hiring, productized services, passive income, freelance growth, building a team, and agency model.

Set up and maintain basic bookkeeping and financial tracking for solopreneurs and small business owners. Use this skill when the user asks about tracking business finances, setting up bookkeeping, managing invoices, categorizing expenses, preparing for tax time, or wants guidance on financial record-keeping for freelancers and small businesses.

Use this skill when advising on freelance time management, juggling multiple clients, avoiding burnout, or building productivity systems for solo operators. Trigger keywords include time management, multiple clients, freelance productivity, burnout, time tracking, capacity planning, batching, and saying no.

Triggers when users need to conduct performance benchmarking, process benchmarking, identify best practices, compare against peers, find benchmark databases, or perform gap analysis. Covers the full benchmarking lifecycle from planning through implementation of improvements. Use for any task involving measuring performance against external standards, peers, or best-in-class organizations.

Triggers when users need to track competitors, build feature comparisons, analyze positioning, conduct win/loss analysis, create battlecards, or establish competitive intelligence programs. Use for any task involving understanding, monitoring, or responding to competitive dynamics in a market. Covers both tactical CI (battlecards, objection handling) and strategic CI (market moves, positioning).

Triggers when users need to analyze industries using frameworks like Porter's Five Forces, value chain analysis, industry lifecycle assessment, or market structure analysis. Covers regulatory landscape mapping, macroeconomic factor analysis, and strategic implications. Use for any task involving understanding the structure, dynamics, competitive forces, or strategic attractiveness of an industry.

Triggers when users need to size markets (TAM/SAM/SOM), design research methodologies, segment markets, analyze trends, or build market research reports. Covers primary and secondary research techniques, data triangulation, and translating findings into strategic recommendations. Use for any market sizing, segmentation, or research planning task.

Triggers when users need to design or conduct qualitative research including interviews, focus groups, diary studies, ethnography, or grounded theory studies. Covers coding, thematic analysis, ensuring reliability and validity, and the full qualitative research lifecycle. Use for any non-numerical research methodology that seeks to understand meaning, experience, or social phenomena in depth.

Triggers when users need to conduct quantitative research including statistical analysis, hypothesis testing, regression, correlation, sample size calculation, significance testing, or structured data collection. Covers experimental design, common statistical tests, interpreting results, and avoiding common statistical pitfalls. Use for any research task involving numerical data, statistical inference, or empirical measurement.

Triggers when users need to synthesize research findings, build affinity maps, perform thematic analysis, generate insights from data, manage research repositories, present findings to stakeholders, or create actionable recommendations from research. Use for any task involving making sense of qualitative or mixed-methods data and communicating results.

Triggers when users need to design surveys, write unbiased questions, choose scales, calculate sample sizes, plan distribution strategies, or analyze survey data. Covers NPS, CSAT, CES methodology, response rate optimization, and translating survey results into actionable insights. Use for any questionnaire, poll, or structured feedback task.

Triggers when users need to identify emerging trends, detect weak signals, understand technology adoption curves, conduct scenario planning, apply futures thinking methodologies, or validate whether a trend is real. Use for any forward-looking analysis, strategic foresight, or trend identification and validation task.

Triggers when users need to plan or conduct user research including interviews, ethnographic observation, contextual inquiry, usability testing, research recruiting, synthesis, or democratizing research across an organization. Covers the full research lifecycle from planning through synthesis and presentation. Use for any UX research or customer discovery task.

Conduct thorough and systematic web research using structured approaches to source evaluation, search refinement, and information synthesis. Use this skill when the user asks about researching a topic online, evaluating sources, fact checking, finding reliable information, or needs help with investigative research, competitive intelligence gathering, or open-source intelligence techniques.

Master structured approaches to dissect complex choices, evaluate multiple options objectively, and align decisions with your long-term goals and values. Activate this skill when facing ambiguity, high stakes, analysis paralysis, or when you need to justify your choices with clarity and confidence.

Apply Cal Newport's Deep Work framework to achieve sustained, distraction-free concentration on cognitively demanding tasks. Covers scheduling philosophies, environment design, and rituals for protecting focus in a world engineered to interrupt you.

Maintain an engineering journal to accelerate skill development, prevent repeated mistakes, and build a searchable archive of hard-won technical knowledge. Covers daily logs, debug narratives, decision records, and brag documents.

Master the art of systematically reducing digital noise, reclaiming your focus, and optimizing your online environment for peak productivity and mental clarity. Activate this skill when you feel overwhelmed by notifications, digital chaos, constant distraction, or when your digital tools hinder rather than help your work.

Manage your energy rather than just your time by aligning task difficulty with biological rhythms, building deliberate recovery into your schedule, and treating sleep, movement, and nutrition as non-negotiable inputs to cognitive performance.

Apply David Allen's GTD methodology to capture every commitment into a trusted external system, process it into concrete next actions, and maintain the clarity needed to choose the right work at the right time without cognitive overload.

Implement the Getting Things Done (GTD) framework to capture, clarify, organize, reflect, and engage with all your commitments, ensuring nothing falls through the cracks and you maintain a clear, focused mind.

Master the principles of behavioral science to intentionally design and implement new, positive habits, or dismantle old, unwanted ones. Activate this skill when you aim to automate desired actions, reduce decision fatigue, and build a consistent foundation for long-term personal growth.

Achieve a state of mental clarity and reduced cognitive load by systematically processing your email inbox to empty. Activate this skill when you feel overwhelmed by digital communication, struggle with email-driven distractions, or desire a proactive approach to managing your digital workspace.

Master structured approaches to self-reflection, emotional processing, and goal alignment through consistent written practice. Activate this skill when seeking clarity, processing complex experiences, tracking personal growth, or making intentional decisions.

Master the art of planning, executing, and following up on meetings to transform them from time sinks into powerful engines of productivity and collaboration. Activate this skill when facing unproductive discussions, unclear outcomes, or a general sense that your collective time is being wasted.

Systematize your information capture, processing, and retrieval, transforming raw data into actionable knowledge. Activate this skill when engaging with new information, brainstorming, attending meetings, or conducting research to ensure retention, understanding, and future accessibility.