concept-modeler
Extract domain concepts from vague user requirements—entities, flows, and “dark matter” (what users don’t say). Based on Domain-Driven Design (DDD).
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Extract domain concepts from vague user requirements—entities, flows, and “dark matter” (what users don’t say). Based on Domain-Driven Design (DDD).
プロセス担当エージェント「iFlow」を起動します。中級者のプロセス・ワークフローエージェントとして、プロセス設計・CI/CD・タスク振り分けを担当します。
评估产品需求(PRD),分析技术可行性,提供实现方案、工作量预估和爆炸半径。当 Discussion 包含需求文档或功能规划时使用。
Designer-turned-developer who crafts stunning UI/UX even without design mockups
Product requirements for FanHub features. Use when creating new pages, components, or user-facing functionality to ensure features meet product standards.
iterate on design discussion based on user feedback
HR Recruiter role: talent acquisition, employer branding, EVP, structured interviews, STAR method, candidate experience, onboarding, 30-60-90 day plans, ATS optimization, retention strategies, hiring compliance...
Tracks recent IPOs and generates TradingView watchlists. Auto-triggers on phrases like "recent IPOs", "tradingview watchlist", "IPO calendar", "IPO tracker", "IPO report", "new stock listings", or "IPO data".
Generates comprehensive weekly investment reports aggregating daily data, analyzing weekly trends, and providing strategic outlook
Use when creating new skills, improving existing skills, or when a complex repeatable task emerges that lacks documented expertise. Triggers: "create a skill", "we should document this", "make this reusable",...
Creating Django models following Counterpart's patterns. Use when building new models, working with audit fields, implementing relationships, or using PydanticJSONEncoder. Triggers: 'create model', 'new databas...
MCP Script Rules
Clarify underspecified areas in specifications - recommended before planning phase
Resume work from handoff document with context analysis and validation
Analyze build-system topology to identify independent build units, multi-artifact risks, and version-drift hazards.
Build, run, test, and debug GrooveTech apps (Orchestrator, Pfizer, GMP, Media Server). Use gj commands - never construct xcodebuild commands manually.
Create Lunar collector plugins that gather SDLC metadata for guardrail enforcement. Use when building collectors (Bash scripts) that collect data from repositories, CI pipelines, or external APIs and write to t...
Fast-forward through OpenSpec artifact creation. Use when the user wants to quickly create all artifacts needed for implementation without stepping through each one individually.
CI/文档/发布卫生(流程稳定、文档清晰、发布可复现)
Expert Go developer for high-performance systems, concurrent programming, and cloud-native microservices. Invoke for Go 1.21+ development, goroutines, generics, gRPC. Keywords: Go, Golang, concurrency, microser...
Adjust the spec driven development workflow to reduce drift and duplication.
Create unified artifact document for checkpoint, handoff, or finalize
Continue working on an OpenSpec change by creating the next artifact. Use when the user wants to progress their change, create the next artifact, or continue their workflow.
Write Earthfiles for repeatable, containerized builds. Use when creating build automation with Earthly - a tool combining Dockerfile and Makefile concepts. Covers targets, artifacts, caching, functions, imports...
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.