openharmony-security-review
Use when reviewing OpenHarmony C++ system service code for security vulnerabilities, particularly IPC handlers, multithreaded components, or code handling sensitive user data
ohos-chromium-security-review
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openharmony-ut
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review-gitcode-pr
Review a GitCode pull request from a PR number or URL when `oh-gc` must fetch PR metadata, diff, and comments, local repository code must be inspected for context, and the output should be concrete findings or a GitCode submission draft. Use for GitCode PR review or comment-submission requests that depend on `oh-gc`. Do not use for generic local review, GitHub/GitLab flows, or automatic submission without explicit user confirmation.
xts-generator
Generate OpenHarmony XTS (Compatibility Test Suite) test cases from API documentation. Use when generating or modifying XTS test files (.ets) for OpenHarmony API testing, including: (1) Creating new test files from API documentation, (2) Adding test cases for new methods, (3) Generating tests for enum types, (4) Creating optional parameter combination tests, (5) Writing exception/boundary test cases. This skill enforces strict type safety (no `any`/`unknown`), proper error handling (single error code assertions), and Hypium test framework conventions.
code-conventional-commit
Generate and validate conventional commit messages following the conventionalcommits.org spec. Use whenever the user wants to commit code, mentions commit messages, git commit, or asks to create a commit. Triggers on "commit", "git commit", "conventional", or when reviewing commit message format.
code-debug
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code-docs
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code-git-worktrees
Use when starting feature work that needs isolation from current workspace - creates isolated git worktrees with smart directory selection and safety verification. Triggers on worktree, git worktree, isolated workspace, or creating a new branch for feature work.
code-perf
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code-review
Multi-agent code review with parallel specialized reviewers, architecture validation, and challenge validation. Use `rq` to request a review of diffs (defaults to main branch), `rs` to respond to PR feedback. Triggers on "review this", "review my code", "code review", "check for bugs", "audit this", when examining PRs, pull requests, branches, or diffs. Supports line-by-line PR comments via gfreview with severity prefixes (Blocker/Issue/Suggestion/Nit). Always asks user before applying fixes or posting responses.
code-security
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code-stacked-commit
Manage stacked commits using Graphite. Use when the user wants to create multiple stacked commits, manage a commit stack, sync with remote, or submit PRs from a stack. Triggers on "stacked", "stack", "gt ", "graphite", or when working with multiple related commits.
code-subagents
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oracle-architect
DDD and hexagonal architecture with functional core pattern. Use when designing features, modeling domains, breaking down tasks, or understanding component responsibilities.
oracle-challenge
Challenge an approach with critical thinking. Use when questioning assumptions, validating decisions, testing approach validity, or preventing automatic agreement.
oracle-testing
Stub-Driven TDD and layer boundary testing. Use when writing tests, deciding what to test, or testing at component boundaries.
oracle-thinkdeep
Extended reasoning analysis using sequential thinking. Use for deep exploration, comprehensive analysis, complex decisions, or when you need fresh perspectives on difficult problems.
python-architecture
Python application architecture with functional core, effectful shell, DDD, and data modeling. Use when designing application layers, separating pure business logic from IO, defining domain models, implementing validation, or structuring bounded contexts.
python-build-tools
Python project tooling with uv, mise, ruff, basedpyright, and pytest. Use when setting up pyproject.toml, running builds, typechecking, configuring tests, linting, formatting, or managing Python environments.
python-fastapi
Building REST APIs with FastAPI, Pydantic validation, and OpenAPI. Use when creating routes, handling requests, designing endpoints, implementing validation, error responses, pagination, or generating API documentation.
python-modern-python
Modern Python language features and typing patterns. Use when writing type hints, using generics, implementing pattern matching, working with async/await, or leveraging Python 3.10+ features.
python-monorepo
Python monorepo architecture with uv workspaces, mise, and apps/packages pattern. Use when setting up project structure, configuring workspaces, managing dependencies across packages, or designing multi-app Python repositories.
python-sqlalchemy
SQLAlchemy ORM patterns for Python database access. Use when defining models, writing queries, implementing upserts, working with JSON columns, or managing database sessions.
python-temporal
Temporal workflow orchestration in Python. Use when designing workflows, implementing activities, handling retries, managing workflow state, or building durable distributed systems.
python-testing
Stub-Driven TDD and layer boundary testing with pytest. Use when writing tests, deciding what to test, testing at component boundaries, or implementing test-driven development.
spec-finish
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spec-implement
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spec-install
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spec-orchestrator
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spec-plan
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spec-research
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typescript-api-design
REST API design patterns. Use when designing endpoints, error responses, pagination, versioning, or API structure. Framework-agnostic principles for building consistent, maintainable APIs.
typescript-build-tools
TypeScript project tooling with Bun, tsgo, Vitest, Biome, and Turborepo. Use when setting up package.json scripts, running builds, typechecking, configuring tests, linting, formatting, or orchestrating monorepo development.
typescript-drizzle-orm
Type-safe SQL with Drizzle ORM in TypeScript. Use when defining database schemas, writing queries, setting up relations, running migrations, or working with PostgreSQL/MySQL/SQLite/Cloudflare D1/Durable Objects data layers.
typescript-dynamodb-toolbox
DynamoDB single-table design using dynamodb-toolbox v2. Use when creating entities, defining key patterns, designing GSIs, writing queries, implementing pagination, or working with any DynamoDB data layer in TypeScript projects.
typescript-effect-ts
Type-safe functional effects with Effect-TS. Use when building applications with Effect, using Effect.gen generators, handling typed errors, managing services with Layer and Context.Tag, validating data with Schema, or managing resources with acquireRelease.
typescript-fastify
Building REST APIs with Fastify in TypeScript. Use when creating routes, handling requests, implementing validation with TypeBox, structuring applications, or working with HTTP handlers and plugins.
typescript-functional-patterns
Functional programming patterns for reliable TypeScript. Use when modeling state machines, discriminated unions, Result/Option types, branded types, or building type-safe domain models.
typescript-testing
TypeScript testing patterns with Vitest and MSW. Use when writing unit tests, mocking APIs, creating typed mocks for dependency injection, or using snapshot testing.
academic-research
Conduct deep academic research for philosophy, neuroscience, cognitive science, and theoretical computer science (computability, complexity, AI theory, logic). Use when user asks to: research academic topics, find scholarly papers, conduct literature reviews, analyze citations, synthesize research findings, explore philosophical arguments, investigate consciousness/cognition, study computability/decidability/Turing machines, or analyze academic debates. Triggers on: 'research papers', 'literature review', 'academic sources', 'scholarly articles', 'philosophy of mind', 'computability theory', 'neuroscience studies', 'find papers on', 'what does the research say'.
aesthetics
Master aesthetics - philosophy of beauty, art, and aesthetic experience. Use for: beauty, art theory, taste, sublime, creativity. Triggers: 'beauty', 'beautiful', 'aesthetic', 'art', 'sublime', 'creativity', 'taste', 'artistic', 'expression', 'representation', 'aesthetic experience', 'aesthetic judgment', 'art definition', 'Kant aesthetics', 'formalism', 'expressionism'.
african-ubuntu
Master African philosophical traditions including Ubuntu, Africana philosophy, and postcolonial thought. Use for: communitarian ethics, personhood, African metaphysics, decolonial philosophy. Triggers: 'Ubuntu', 'African philosophy', 'Africana', 'communitarian', 'postcolonial', 'decolonial', 'sage philosophy', 'ethnophilosophy', 'Negritude', 'African humanism', 'ubuntu ethics', 'communalism', 'African ontology', 'personhood Africa', 'I am because we are'.
AgentDB Advanced Features
Master advanced AgentDB features including QUIC synchronization, multi-database management, custom distance metrics, hybrid search, and distributed systems integration. Use when building distributed AI systems, multi-agent coordination, or advanced vector search applications.
AgentDB Learning Plugins
Create and train AI learning plugins with AgentDB's 9 reinforcement learning algorithms. Includes Decision Transformer, Q-Learning, SARSA, Actor-Critic, and more. Use when building self-learning agents, implementing RL, or optimizing agent behavior through experience.
AgentDB Memory Patterns
Implement persistent memory patterns for AI agents using AgentDB. Includes session memory, long-term storage, pattern learning, and context management. Use when building stateful agents, chat systems, or intelligent assistants.
AgentDB Performance Optimization
Optimize AgentDB performance with quantization (4-32x memory reduction), HNSW indexing (150x faster search), caching, and batch operations. Use when optimizing memory usage, improving search speed, or scaling to millions of vectors.
AgentDB Vector Search
Implement semantic vector search with AgentDB for intelligent document retrieval, similarity matching, and context-aware querying. Use when building RAG systems, semantic search engines, or intelligent knowledge bases.
agentic-jujutsu
Quantum-resistant, self-learning version control for AI agents with ReasoningBank intelligence and multi-agent coordination
analytic-philosophy
Master Analytic philosophy methods, debates, and key figures. Use for: logical analysis, philosophy of language, philosophy of mind, metaphysics, epistemology in the analytic tradition. Triggers: 'analytic', 'Frege', 'Russell', 'Wittgenstein', 'logical positivism', 'Vienna Circle', 'possible worlds', 'modal logic', 'qualia', 'functionalism', 'physicalism', 'Kripke', 'Putnam', 'Davidson', 'Quine', 'ordinary language', 'thought experiment', 'conceptual analysis', 'naturalism', 'supervenience'.
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