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Analyze program impact measurement software for logic model completeness, indicator tracking rigor, data collection methodology, causal attribution modeling, cost-effectiveness analysis, beneficiary feedback integration, and funder reporting accuracy. Use when building M&E platforms, evaluating nonprofit program software, designing outcome tracking systems, or auditing social impact reporting tool

Audit a resume builder or optimization tool for ATS compatibility, keyword matching accuracy, formatting standards, achievement quantification, skill extraction, and job-description alignment scoring. Use when reviewing resume software, career platforms, applicant tracking integrations, CV generators, or job application tools.

Audit multiplayer netcode, online game networking, and real-time synchronization. Reviews client-server authority, lag compensation, client-side prediction, server reconciliation, entity interpolation, server rewind hit detection, tick rate tuning, delta compression, bandwidth budgets, matchmaking (ELO, Glicko-2, TrueSkill), lobby systems, reconnection flows, host migration, anti-cheat architectur

Evaluate elder care fall risk prediction systems including wearable sensor integration, gait and balance analytics, risk scoring algorithms, environmental hazard detection, medication interaction flagging, mobility trend tracking, and alert/response workflow effectiveness. Produces a system health scorecard across sensor data quality, model validation, and caregiver alert routing.

Autonomous competitive analysis and feature discovery pipeline. Runs /compete and /new-features on each project, produces actionable market positioning insights. Schedule daily or weekly.

MVP analysis, product analysis, app teardown, analyze this app, what does this app do, product breakdown, feature analysis

Audit pricing research and sensitivity analysis systems for Van Westendorp price sensitivity meter (OPP/IDP/PMC/PME intersections), Gabor-Granger demand curves, Newton-Miller-Smith revenue extension, price elasticity econometric modeling, willingness-to-pay estimation, behavioral pricing effects (prospect theory, anchoring, charm pricing, decoy effect), competitive price mapping, and dynamic prici

Turn a design into production-quality frontend code: extract a design system with tokens and components, make layouts responsive across breakpoints, add dark mode with WCAG-compliant theming, then run a UX audit to validate everything. Use when implementing UI from Figma, adding theming, making an app responsive, or overhauling frontend design consistency.

Static-analysis penetration test that hunts for exploitable vulnerabilities with proof-of-concept payloads and fix code. Covers SQL and NoSQL injection (string concatenation, raw queries, operator injection), XSS (reflected, stored, DOM-based, template injection, dangerouslySetInnerHTML), authentication bypass (missing auth middleware, JWT algorithm confusion, predictable tokens, OAuth state CSRF)

Conduct a CTO-perspective technical strategy review of a codebase. Evaluates architecture decisions and build-vs-buy trade-offs, scaling readiness at 10x and 100x, engineering velocity and developer experience, technical debt ratio and blast radius, security posture at executive level, team scalability for hiring, and infrastructure cost efficiency. Produces a strategic risk matrix, architecture s

Audit construction project management software for budget tracking accuracy, earned value management (EVM) formula correctness, risk factor modeling, schedule-cost integration, change order workflow completeness, and early warning detection. Covers CPI/SPI trending, Monte Carlo risk simulation, WBS cost code analysis, and historical benchmarking. Use when reviewing Procore, Primavera P6, MS Projec

Audit mobile apps against OWASP Mobile Top 10 (M1-M10): credential hardcoding, supply chain dependencies, insecure auth/token storage (Keychain/Keystore), input validation (deep links, WebView XSS), certificate pinning (OkHttp, TrustKit, Alamofire), privacy (PII in logs, clipboard, screenshots), binary protections (ProGuard/R8, obfuscation, anti-tampering), security misconfiguration (backup, expor