查找技能

Review code for security risks, logic bugs, and performance problems. Receive specific feedback explaining the affected lines or patterns, why they matter, and how to fix them, with required changes separated from optional improvements.

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• Reviewing code changes before merging a pull request
• Checking input validation, access controls, and secret handling
• Finding inefficient queries and blocking operations

Build, run, and troubleshoot Docker containers, which package applications and their dependencies. Improve Dockerfiles and Compose configurations to create smaller images, manage persistent data, and address startup, networking, and resource issues.

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• Creating or improving a Dockerfile
• Investigating container startup failures
• Configuring multiple services with Compose

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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• Structuring presentations for executives or investors
• Simplifying slides with too much information
• Preparing speaker notes and slide transitions

Build probability estimates from historical frequencies and supporting or opposing evidence. Structure forecasts with explicit assumptions and outcome criteria, update them as evidence changes, and assess past predictions using accuracy and confidence calibration.

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• Estimating probabilities for technology or economic developments
• Weighing evidence for and against a forecast
• Updating forecast probabilities when new evidence appears

Build and maintain Elasticsearch search and analytics systems with guidance on queries, field types, and aggregations. Plan index migrations, automate data retention, diagnose cluster allocation problems, and investigate slow searches.

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• Designing full-text search and autocomplete
• Aggregating logs and time-series data
• Planning index migrations and data retention

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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• Organizing issues and acceptance criteria
• Planning sprints from recent team performance
• Finding stalled issues and blockers with JQL

Design reusable Figma components, flexible layouts, and shared design systems. Get guidance on managing colors and spacing, supporting themes and screen sizes, and preparing clear specifications and assets for developers.

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• Organizing reusable components and their variants
• Building layouts that adapt to different screen widths
• Managing shared colors, spacing, and light or dark themes

Support stock and cryptocurrency analysis with reference formulas for price indicators, position sizing, and risk measures. The skill also covers financial data sources and Alpaca API operations, including market data retrieval, order management, and paper trading.

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• Comparing price indicators and candlestick patterns
• Calculating position sizes and loss limits
• Exploring paper trading with the Alpaca API

Research prospective customers from public sources, add company and contact details, score their fit, and merge duplicate records. Organize the findings into prioritized lead lists with source information, using CSV, JSON, or Markdown tables.

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• Find companies matching an ideal customer profile
• Add funding and hiring details to lead records
• Score prospects to set sales priorities

Guides research into companies, markets, and technologies using public sources. Helps organize people and organizations, map their relationships, compare changes over time, assess source reliability, and structure reports with supporting links and sentiment trends.

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• Researching competitors and market trends
• Organizing relationships among companies and people
• Comparing changes in leadership, pricing, and partnerships

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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• Reorganizing a team wiki
• Building an index of decisions and runbooks
• Standardizing recurring meeting notes

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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• Standardize issue descriptions and completion criteria
• Plan work in two-week cycles
• Set up incoming issue triage

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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• Plan a weekly posting calendar around core topics
• Draft posts and threads in a consistent brand voice
• Define guidelines for replies and likes

Guide secret synchronization between Infisical and a local encrypted vault, a store for sensitive values such as API keys. Covers authentication, reading and updating secrets, change tracking, and troubleshooting without exposing values in logs.

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• Pulling Infisical secrets into a local encrypted vault
• Creating or updating secrets from local values
• Troubleshooting authentication and permission errors

Plan software projects with guidance on short development cycles called sprints, effort estimates, risk management, and stakeholder updates. Clarify responsibilities, coordinate dependencies, and set realistic goals based on the team's capacity.

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• Planning sprints around team capacity
• Organizing project risks and mitigation plans
• Clarifying responsibilities across teams

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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• Build a baseline model for comparison
• Review data preparation for evaluation leakage
• Track experiments and reproduce training runs

Automate website searches, logins, form entry, and price comparisons using Playwright, a browser automation tool. Provides workflows for locating page elements, checking results, and recovering from navigation errors or missing elements.

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• Comparing product prices across online stores
• Filling and submitting web forms
• Logging in and checking the result

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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• Creating reusable Helm charts
• Separating development and production settings
• Managing dependencies and migration order

Helps design and provision Microsoft Azure infrastructure using az CLI and Bicep configuration files. Covers choosing application hosting services, managing identities and secrets, designing networks, setting up monitoring, and organizing resources for cost management.

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• Define repeatable infrastructure with Bicep
• Choose hosting services for web apps and containers
• Design identity permissions and secret storage

Design service monitoring with Prometheus, write PromQL queries to analyze metrics, and build Grafana dashboards. Configure actionable alerts and manage metric labels so monitoring stays useful as the volume of collected data grows.

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• Monitor service latency, traffic, and errors
• Review PromQL queries and precomputed metrics
• Group related alerts and filter brief spikes

Prepare video clips with yt-dlp, whisper, and ffmpeg, covering downloads, speech transcription, subtitle files, trimming, and vertical formatting. Also includes methods for adding generated speech and sending finished videos through messaging APIs.

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• Turning longer videos into vertical clips
• Creating and embedding subtitles from speech
• Adding narration made with text-to-speech

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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• Building layouts for phones and larger screens
• Creating cards that adapt to their container
• Managing shared styles and dark mode

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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• Forward API requests to application servers
• Distribute traffic and handle backend failures
• Review HTTPS settings and access restrictions

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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• Choosing between embedded and referenced data
• Writing search queries and aggregation pipelines
• Reviewing slow queries and index usage