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Finds WHERE code lives in a codebase - locates files by topic/feature, categorizes by purpose, organizes findings. Super grep/glob/ls tool for navigating unfamiliar codebases.
Extract technical constraints (C-*) from ecosystem E(t) - timeouts, API limits, compliance requirements, platform dependencies. Acknowledges given constraints, not design choices. Use to document ecosystem realities that code must work within.
Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation
Level 3 patterns - test-smart, deploy, migrate, logs, status (production systems)
Interactive Flexbox and Grid layout generator with real-time code output. Creates production-ready layouts based on your requirements with proper fallbacks and responsive considerations. Use when building layouts, grids, or complex positioning system...
Securely authenticate with GitHub using stored credentials for API operations and git commands
Create a minimal working Langfuse trace example. Use when starting a new Langfuse integration, testing your setup, or learning basic Langfuse tracing patterns. Trigger with phrases like "langfuse hello world", "langfuse example", "langfuse quick star...
快速生成3-4个文章选题方向，包含标题建议、内容大纲、工作量评估、目标受众分析和优劣势分析。当用户提到"选题"、"写什么"、"内容选题"、"文章方向"、"创作灵感"时使用此技能。
计算股票技术指标（MA、MACD、RSI、BOLL等）。适用于技术分析、量化回测、趋势判断等场景。支持单个指标计算或批量计算所有指标，返回包含指标值的DataFrame。
Evaluate extensibility patterns, abstraction layers, and configuration approaches in frameworks. Use when (1) assessing base class/protocol design, (2) understanding dependency injection patterns, (3) evaluating plugin/extension systems, (4) comparin...
Review and apply GitHub Copilot suggestions on pull requests. Trigger when reviewing PRs with Copilot suggestions.
Sync git repository with upstream. Use at the start of a session, when asked to sync, get up to date, check git status, or when working on a stale branch. Checks branch status, uncommitted changes, PR state, and upstream drift, then takes appropriate...
Quality control for pooled CRISPR screens. Covers library representation, read distribution, replicate correlation, and essential gene recovery. Use when assessing screen quality before hit calling or diagnosing poor screen performance.
Build and debug ARKit features for visionOS, including ARKitSession setup, authorization, data providers (world tracking, plane detection, scene reconstruction, hand tracking), anchor processing, and RealityKit integration. Use when implementing ARKi...
Use this skill to configure Cloudflare R2 buckets, access control, lifecycle policies, public/private assets, and integration with Hono Workers using read/write/delete/list operations and signed-access patterns.
Build, test, and debug AWS-native systems locally with LocalStack (Community/Pro) using awslocal, IaC toolchains, event-driven pipelines, and observability; includes setup, deployment, management, monitoring, and sharp-edge guidance.
Executive documentation from technical living docs - business summaries, progress dashboards, feature status reports. Use for stakeholder communication.
Generate 2D structure images and interactive 3D viewers from chemical names or SMILES. Supports PNG/SVG output for 2D and 3Dmol.js HTML viewers for 3D conformers.
Write semantic, accessible HTML5 markup following best practices for structure, SEO, and accessibility. Use when creating HTML templates, fixing markup issues, or building web page structures.
Set up MetaMask wallet extension for Web3 DApp testing - download extension, import wallet from private key. Run at test start if tests/config.yaml has web3.enabled=true.
既存GitHubリポジトリのメンテナンス（リリース、変更履歴、Issue等）。ghコマンド使用。 トリガー例: 「リリースノート」「リリース」「issue」「repo-maintain」 ※ PR 作成・マージは repo-flow スキルを使用
Track bacterial strains using MASH, sourmash, fastANI, and inStrain. Compare genomes, detect contamination, and monitor strain-level variation. Use when needing sub-species resolution for outbreak tracking, transmission analysis, or within-host strai...
Discover project structure, package managers, test frameworks, and automation without hardcoded assumptions
Error handling patterns including exception hierarchies, error messages, and recovery strategies. Activated when designing exceptions or error handling.
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