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Precision position measurement — proper motions, parallaxes, reference frames, and working with Gaia data.

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Master Bitwarden: vaults, collections, self-hosting options, CLI, and organization administration. Use when using Bitwarden personally or running it for a team, including self-hosted setups.

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AWS guidance — core services, IAM least privilege, networking, cost control, and production architecture patterns.

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Build a bookmark system you'll actually use: capture, tagging, retrieval, and regular pruning. Use when bookmarks pile up unfindable or you keep losing useful links.

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

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Write complete business plans — executive summary, market analysis, financials, and investor-ready narratives.

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Tropospheric and stratospheric chemistry — ozone, aerosols, lifetimes, and reading chemical transport model output.

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Build on AWS with Amazon Bedrock — managed foundation models, agents, knowledge bases, and guardrails.

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Use OpenAI models on Azure — enterprise deployment with private networking, compliance, and managed scaling.

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

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

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Master calendar management — time blocking, scheduling hygiene, calendar audits, and executive calendaring.

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Master Bitbucket: Pipelines CI/CD, pull request workflow, branch permissions, and Jira integration. Use when building Bitbucket Pipelines or managing Bitbucket repos.

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

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Configure Babel: presets, plugins, env-specific builds, polyfills, and performance. Use when maintaining Babel-based toolchains or writing custom transforms.

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Build autonomous task-driven agents with the BabyAGI loop — task creation, prioritization, and execution from a single objective.

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Design backup strategies that survive real disasters: 3-2-1 rule, versioning, testing restores, and covering all devices. Use when setting up backups or auditing whether current backups actually work.

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Encode and decode Base64 correctly with URL-safe variants, padding rules, and binary handling.

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Deploy ML models to production with Baseten — high-performance inference with autoscaling and custom runtimes.

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Bash scripting guidance — safe scripting patterns, quoting, error handling, pipes, and maintainable shell code.

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

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

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Strengthen defensive security operations — detection engineering, hardening, monitoring, and continuous defense improvement.

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