行動開發

Production-ready deployment workflow examples with OIDC authentication, environment protection, approval gates, and rollback patterns.

Use when creating reusable process documentation. Apply TDD: baseline without skill → document failures → write skill → test → iterate. Four types: Discipline, Technique, Pattern, Reference. Iron Law: No skill without failing test first.

Your approach to handling ffi memory management. Use this skill when working on files where ffi memory management comes into play.

程式碼/報告生成。觸發詞：生成程式碼, Python 函數, LaTeX, 報告, export。

Refactor complex Android/KMP state management code to use FlowRedux state machine pattern. Use this when developers need to transform tangled state logic, multiple LiveData/StateFlow sources, or callback-heavy code into a clean, testable state machine architecture.

Creates Application Slash Command definition and handler following clean architecture

Use when reviewing code, PRs, or discussing code quality standards. Applies team coding standards and review methodology.

Application security patterns and best practices. Use when implementing authentication, authorization, input validation, secrets management, OWASP protections, or security hardening.

Creates GRINDE-style mind maps for higher-order learning and deep encoding. Use when organizing concepts, creating study notes, mapping relationships between ideas, visualizing knowledge structures, or when user mentions mind maps, concept maps, or note-taking.

Master Entity Framework Core advanced patterns including change tracking optimization, lazy/eager/explicit loading strategies, query splitting, compiled queries, batch operations, optimistic concurrency, performance optimization, and PostgreSQL-specific features for .NET applications.

Clean up after an issue PR is merged. Merges the PR if needed, removes the worktree, deletes the branch, updates main, and starts a fresh session. Use when asked to clean up an issue, finish an issue, or after a PR is approved.

Inspect GitHub PR for CI failures, merge conflicts, change requests, and unresolved review threads. Create fix plans and implement after user approval. Resolve review threads and notify reviewers after fixes.

Validates output-style persona definitions, behavior specifications, and keep-coding-instructions decisions. Use when reviewing, auditing, or improving output-styles, checking persona clarity, validating behavior concreteness, assessing coding-instructions appropriateness, or verifying scope alignment (user vs project). Also triggers when user asks about output-style best practices, wants to improve style effectiveness, or needs help with persona definition.

This skill should be used when the user asks about "prompt_toolkit Buffer", "Document", "cursor position", "text manipulation", "BufferControl", "text editing", "undo/redo", "selection", "copy paste", or needs to handle text input and manipulation in prompt_toolkit applications.

Create and debug systemd service unit files. Use when the user says "create a service", "systemd unit", "service won't start", "enable on boot", "systemctl", or asks about running apps as services.

Security audit for vulnerabilities, compliance issues, and sensitive data exposure. Use before production deployments or when reviewing security-sensitive code.

Store APPLICATION patterns (architecture, procedures, conventions) in AgentDB's skills table. NOT for swarm/transient memory.

Your approach to handling global free threading. Use this skill when working on files where global free threading comes into play.

Configure OAuth authentication providers for Clerk (Google, GitHub, Discord, Apple, Microsoft, Facebook, LinkedIn, Twitter, and 11+ more). Use when setting up social login, configuring OAuth providers, implementing authentication flows, generating redirect URLs, testing OAuth connections, or when user mentions Clerk OAuth, social authentication, provider setup, or multi-provider auth.

Modern Go error handling patterns (Go 1.13+). Use when handling, creating, or wrapping errors.