Organize Jira issues, plan sprints, and define workflows with clear ownership and acceptance criteria. Get help writing JQL, Jira's query language, to find stalled work, review workloads, and support project reporting.
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Helps write and review Nginx configurations for websites and APIs. Covers forwarding requests to application servers, distributing traffic, HTTPS settings, caching, compression, and logs to support performance tuning and investigation of slow responses.
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Extract and analyze PDF text, tables, form values, and document properties while preserving their structure. Produce summaries, compare documents, or organize selected data as CSV or JSON, with uncertain extraction results clearly identified.
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Provides guidance for managing Twitter/X content, including weekly plans, posts, threads, replies, and performance analysis. Includes API v2 examples and review queue templates to help organize publishing and maintain a consistent brand voice.
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Create reusable Helm charts, packages of Kubernetes deployment templates and settings. The skill guides environment configuration, dependency management, shared templates, and release procedures so applications can be deployed across environments with fewer template changes.
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Design GraphQL APIs with clear data types, data-fetching functions called resolvers, and real-time updates. Address repeated database calls, pagination, structured errors, and expensive queries while planning schema changes that preserve compatibility.
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Organize work in Linear with clear issue ownership, priorities, completion criteria, and delivery plans. Helps structure cycles, meaning time-boxed work periods, define project milestones, and plan automated status updates through GitHub integrations or the GraphQL API.
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Design consistent API specifications with OpenAPI 3.0 and 3.1. Define requests, responses, authentication, and reusable data structures, then guide specification checks, documentation, and generation of client libraries or starter server code.
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Prepare for engineering interviews with structured practice in algorithms, system design, and questions about past experience. Develop explanations of your reasoning, analyze solution efficiency, discuss design tradeoffs, and organize concrete stories about your work.
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Plan and carry out research by refining questions, improving searches, evaluating sources, and checking claims across independent references. Turn findings into cited reports that explain the evidence, conflicting views, confidence levels, and remaining gaps.
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Draft and revise professional emails with a clear purpose, suitable tone, and explicit next steps. Shape subject lines, status updates, decision requests, and difficult messages around the recipient’s relationship, needs, and response deadline.
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Design MongoDB data structures around how data is accessed, write queries, and build staged data transformations for aggregation. Review indexes and query execution statistics to identify performance issues and choose suitable approaches for related or time-series data.
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Helps configure and troubleshoot Linux networks, including firewalls, routing, and DNS, which translates domain names into addresses. Covers traffic capture, isolated test networks, WireGuard VPN setup, and TCP tuning across physical servers, virtual machines, and containers.
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Guides machine learning work from data preparation and model training to evaluation and production monitoring. Covers PyTorch, scikit-learn, experiment tracking, and reproducible workflows so teams can compare models and maintain them after deployment.
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Organize Confluence team wikis and project documentation with clear page hierarchies, labels, and templates. Use macros, built-in content tools, to assemble indexes and reports, with REST API guidance for creating and updating pages.
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Build web layouts that adapt to screen and component sizes using CSS. Covers flexbox and CSS Grid for arranging content, reusable style variables, fluid text sizing, dark mode, and animations for interactive elements.
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Adapt large language models to specific tasks using LoRA and QLoRA, methods that train a small set of added parameters. Get guidance on preparing examples, choosing training settings, evaluating outputs, and saving or merging trained adapters.
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Build Next.js applications with App Router, the app directory routing system. Get guidance on server rendering, data fetching, caching, API endpoints, and deployment settings, including loading states and image optimization for responsive page experiences.
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Improve PostgreSQL queries and database design by examining execution plans and choosing indexes for actual access patterns. Get guidance on large tables, JSONB data, connection pooling, and maintenance while accounting for write overhead and memory use.
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Plan presentations around the audience’s questions and a clear recommendation. Get guidance on slide structure, readable visuals, charts, speaker notes, and timed rehearsal for executive presentations, technical talks, and investor pitches.
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Design authentication and access permissions for web apps, mobile apps, and backend services using OAuth 2.0 and OpenID Connect. Get guidance on authorization flows, token validation, secure storage, renewal, and revocation.
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Plan encryption, TLS connections, digital signatures, and key management using established cryptographic libraries. Get guidance on choosing algorithms, storing passwords, rotating keys, and avoiding implementation mistakes such as reused nonces or comparisons that reveal information through timing.
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Helps deploy, manage, and troubleshoot applications on Kubernetes using kubectl and Helm. Covers container logs, resource settings, network access, and deployment strategies to investigate failures and review how applications run.
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Plan, deploy, and manage AWS infrastructure across computing, storage, networking, and serverless services. Get guidance on access permissions, backups, auditing, and cost management using AWS CLI and tools that define infrastructure in code.
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