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Create or update minimal AGENTS.md files in the repository root and nested module directories using progressive disclosure. Works across heterogeneous projects without assuming any fixed agent folder structure.
Complete guide for using drift database library in Flutter applications. Use when building Flutter apps that need local SQLite database storage with type-safe queries, reactive streams, migrations, and efficient CRUD operations. Includes setup with d...
Validate GPU kernel correctness by comparing reference and optimized outputs. Use when verifying that an optimized or modified kernel matches a reference implementation.
Guides the agent through safe, systematic code refactoring — improving structure without changing behavior. Use this skill when asked to clean up code, reduce duplication, simplify complexity, extract components or functions, reorganize file structur...
Manage YAML frontmatter properties with consistent formatting, property names, and value types. Use when creating or updating frontmatter in markdown files.
Guide logging practices based on Dave Cheney's minimalist philosophy. Use when adding log.Info/Debug/Error/Warn/Fatal calls, reviewing logging code, handling errors with log+return pattern, discussing log levels, or designing error handling strategie...
Guide design decisions using the State > Coupling > Complexity > Code priority framework. Use when evaluating tradeoffs, reviewing design choices, deciding between implementations, or when code volume seems to be prioritized over deeper concerns.
Specialized in reverse-engineering compiled binaries (JARs, DLLs). Use this when the user asks to compare versions, find security fixes, or analyze binary patches.
Use when user mentions fantasy, magic system, or world-building for fantastical settings - provides fantasy genre conventions, magic system design patterns, and world-building frameworks
Connect to A2A protocol agents from Castella. Communicate with agents, display agent cards, send messages, handle responses, and stream results.
Enable AI agents to introspect and control Castella UIs via MCP. Create MCP servers, expose UI resources, handle MCP tools, and use semantic IDs.
Fix Prisma "Too many connections" and connection pool exhaustion errors in serverless environments (Vercel, AWS Lambda, Netlify). Use when: (1) Error "P2024: Timed out fetching a new connection from the pool", (2) PostgreSQL "too many connections...
基于用户画像和向量化笔记提供个性化对话。当用户需要个性化交流、上下文感知的回应，或希望 AI 记住并引用其之前的想法和笔记时使用。
Detect common technical and organizational anti-patterns in proposals, architectures, and plans. Use when strategic-cto-mentor needs to identify red flags before they become problems.
Optimize slow queries, analyze SQL performance, find expensive queries. Use when the user mentions slow queries, optimize, performance, cpu, memory, duration.
Use when implementing any feature or bugfix, before writing implementation code
Patterns and practices that dramatically accelerate development velocity. Covers parallel execution, automation, feedback loops, workflow optimization, and anti-pattern avoidance. Use when starting projects, planning sprints, optimizing workflows, or...
Real-time event handling with Socket Mode and Events API. Use when building interactive Slack bots, handling message events, app mentions, reactions, button clicks, modal submissions, slash commands, or any event-driven Slack application functionalit...
Testing strategies, patterns, and best practices. Use when writing tests, reviewing test coverage, or setting up testing infrastructure.
Best practices for writing clear, effective pull request descriptions. Use when creating PRs to ensure they communicate changes effectively to reviewers.
Best practices for using the oracle CLI (prompt + file bundling, engines, sessions, and file attachment patterns).
Generate a Product Requirements Document (PRD) for a new feature. Use when planning a feature, starting a new project, or when asked to create a PRD. Triggers on: create a prd, write prd for, plan this feature, requirements for, spec out.
Use this skill when converting Claude Code slash commands to Skills format. Handles transformation from ./commands/*.md to ./skills/*/SKILL.md, including YAML frontmatter conversion, name transformation to gerund form, description enhancement for inv...
Produce structured spec.md from brainstorm conversations. Creates a consistent format that feeds cleanly into the planning phase.
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