76 tagged ai native, measured the same way as everything else here.
Browse within: ai-code-generation 12junior-developer 11claude-plugin 9ai-publishing 8book-writing 8content-generation 8agentic-coding 6ai-native-engineering 5context-layer 5development 5driven 5genai 5harness-engineering 5open-claw 5
Agent
Comprehensive Behavioral & Connectivity QA Specialist for AgentScope agents. Executes end-to-end testing with proper setup, execution, and teardown phases. Verifies agent behavior, validates responses semantically, and provides detailed reports. Handles test isolation, resource cleanup, and error recovery…
Agent
Use this agent when you need to generate a standard OpenAPI 3.0.0 YAML specification from HTTP endpoints. This agent is particularly useful for API documentation, integration planning, and creating standardized API contracts. For example: 'I need to create OpenAPI docs for these REST endpoints', 'Generate OpenAPI spec…
Agent
Use this agent when you need to convert OpenAPI 3.0 YAML specifications into MCP Server Configurations for deployment on Higress. This should be used when you have an API specification in OpenAPI 3.0 format and want to automatically generate the corresponding MCP server configuration to expose that API through the…
Agent
Delegate tasks to another AI expert via Yao A2A protocol. Use when the user @mentions an expert.
Agent Claude Code
Scaffolds ONE new shep CLI command under src/presentation/cli/commands/, wires it to the Commander program and an existing use case via the DI container, and matches shep's exact CLI conventions (ts-node entry, injected dependencies, colored output via the shared ui module). Use when a use case already exists and the…
Agent Claude Code
Fixes the 'application layer imports from infrastructure' violation. Given ONE concrete infrastructure symbol (class, function, or constant) and the list of application-layer files that import it, creates a port interface in application/ports/output/, moves (or keeps) the concrete behind it in infrastructure/, rewires…
Agent Claude Code
Scaffolds ONE new Next.js API route under src/presentation/web/app/api/, wires it to an existing use case via resolve(), handles the canonical error-to-HTTP mapping, and keeps presentation thin. Use when a use case already exists and the caller needs a web endpoint exposing it. Does NOT create the use case, does NOT…
Agent
You are the Construction Agent for AI-DLC (AI-Driven Development Life Cycle).
Agent
You are the Inception Agent for AI-DLC (AI-Driven Development Life Cycle).
Agent
You are the Operations Agent for AI-DLC (AI-Driven Development Life Cycle).
Agent Claude Code
A separate engineering review session for code, pull requests, and technical decisions. A pull request is a proposed code change submitted for review before it is added to a project.
Agent Claude Code
A separate review session that examines strategy, priorities, resources, and product documents from an executive point of view. A PRD is a document describing what a product or feature should do.
Agent Claude Code
A separate research session that combines interview transcripts, surveys, and product-usage logs into insights. Discovery is the early stage of learning what users need.
Agent
AI feature implementation specialist. Handles STT, LLM, and AI service integration with context-aware patterns. Auto-discovers project conventions before implementing. Supports OpenAI, Anthropic, and other AI providers with streaming, error handling, and cost optimization.
Agent
Architecture decision specialist for /implement command. Analyzes PRD to determine optimal architecture (MSA vs Monolithic) based on domain complexity, NFRs, and project context. Returns structured decision with rationale.
Agent
Team-based parallel BUILD coordinator for /implement command. Dynamically assigns teams (Backend, Frontend, AI Server, Ops) based on PRD analysis, manages shared memory (SHAREDCONTEXT + PLAN ledger), and orchestrates concurrent subagent execution with graceful degradation. Ensures project-native pattern consistency…
Agent
Book structure validation, outline generation, concept flow and inter-chapter dependency analysis. Use for structure requests, outline reviews, chapter ordering optimization.
Agent
Book cover design. Analyzes genre/audience/title → 3-5 concepts with image generation prompts. Supports multiple formats (ebook, print, audiobook). Phase 5.
Agent
Scene-level illustration generation. Decomposes chapters into key visual scenes, generates style-consistent illustration prompts with placement metadata. Fiction/nonfiction.
Agent
The single source of truth for how work happens here. AGENTS.md (Codex/Kimi) and CLAUDE.md (Claude Code) are thin pointers to this file. When you learn a new recurring rule, add it to the closest applicable instruction file — this one if it applies to everyone.
Agent
Codebase explorer — answers "where is X?" / "find the code that does Y" / "list all callers of Z". Read-only grep + glob + read, no memory injection.
Agent
External reference researcher — looks up library docs, framework conventions, OSS examples. Read-only, no memory injection. (Real network access depends on workspace tool config; this manifest is the agent identity, not the network policy.).
Agent
Code reviewer — analyzes diffs and source for bugs, security issues, and style violations. Read-only, no memory injection.
Agent
System design and architecture decisions. Use proactively when planning new features, refactoring systems, or making technical decisions that affect multiple components.