ai coder

Deploy cloud access security brokers — shadow IT discovery, SaaS governance, and cloud data protection.

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Structured code review discipline: correctness, design, readability, and security checks with actionable feedback. Use when reviewing diffs, PRs, or code snippets before merge or after writing.

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Using CMIP6 climate model output — finding data, multi-model means, scenario logic, and bias-aware analysis.

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Cloudflare guidance — DNS, CDN caching, WAF, Workers, Pages, Zero Trust, and edge performance tuning.

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Understanding and optimizing cloud/PaaS pricing — cost models, common traps, and FinOps habits — vendor-neutral.

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Designing clinical trials — phases, randomization, endpoints, sample size, and CONSORT-compliant reporting.

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Clinical prediction models and risk scores — development, validation, calibration, and bedside use.

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Translating coarse global climate projections to local scales — dynamical vs statistical downscaling, bias correction, and added value.

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Azure guidance — subscriptions and RBAC, networking, AKS/App Service choices, Entra ID, and cost management.

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Capacity planning — forecasting demand, sizing infrastructure, and avoiding both outages and waste — use when scaling systems.

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Ship iOS/Android apps with Capacitor: web codebase, native plugins, live updates, and store builds. Use when wrapping a web app as native mobile apps.

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Protect your time with Muse as calendar guardian: time-blocking, buffer time, declining gracefully, weekly calendar audits, and defending focus and personal time.

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Perform business analysis — requirements gathering, process mapping, gap analysis, and stakeholder-ready documentation.

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Bun runtime guidance — fast installs, built-in bundler and test runner, Bun.serve APIs, and migration from Node.

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Bulk RNA-seq differential expression — experimental design, count modeling with DESeq2/edgeR, and enrichment.

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Run an effective bug bounty program — scope design, triage, researcher relations, and remediation workflows.

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Building defensible grant budgets — personnel, equipment, indirect costs, and justifications reviewers believe.

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Run a monthly money check-in with an AI assistant: categorize spending, spot leaks, set one savings target, and view it through the 50/30/20 lens — judgment-free. Use once a month to stay aware of where your money goes. General educational information, not financial advice.

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Build and apply brand guidelines — voice, visual identity, and usage rules that keep every touchpoint consistent.

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Structured ideation for technical problems: divergent generation, constraint framing, and convergent selection. Use when stuck on a design, naming, architecture, or feature approach and need fresh options.

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Structural and functional brain connectivity — tractography, functional networks, and graph-theoretic analysis.

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Statistical methods for biology and medicine — study design, hypothesis testing, regression, and survival analysis.

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Writing biosketches that build reviewer confidence — personal statement, contributions, and honest positioning.

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Battery science fundamentals — cell components, electrochemistry metrics, testing protocols, and degradation analysis.

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