Build and maintain AI-accessible knowledge bases for projects

Analytics and data analysis workflow skill

Acts as a Principal Software Architect to design blueprints and enforce architectural rules. Use when designing system architecture, defining API contracts, or planning data flows.

Generates comprehensive documentation explaining how a codebase works, including architecture, key components, data flow, and development guidelines. Use when user wants to understand unfamiliar...

Teaches how to interact with the Ray application. This skill should be used when users want to interact with Ray through a coding agent or LLM with skills capabilities.

Create Reference Documents (REF) - supplementary documentation that doesn't participate in formal traceability chain

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Enforces unified ID naming standards and threshold naming rules for all SDD documentation artifacts

Transform rough ideas into validated designs through deep understanding, research, and documentation synthesis. Designs become permanent project documentation.

Create Architecture Decision Records (ADR) - Layer 5 artifact documenting architectural decisions with Context-Decision-Consequences format

Create Atomic Requirements (REQ) - Layer 7 artifact using REQ v3.0 format with 12 sections, SPEC-readiness scoring, and IMPL-readiness scoring

Create Technical Specifications (SPEC) - Layer 10 artifact using YAML format for implementation-ready specifications

Create Data Contracts (CTR) - Optional Layer 9 artifact using dual-file format (.md + .yaml) for API/data contracts

Create Business Requirements Documents (BRD) following SDD methodology - Layer 1 artifact defining business needs and objectives

Documentation creation criteria including PRD, ADR, Design Doc, and Work Plan requirements with templates. Use when creating or reviewing technical documents, or determining which documents are required.

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Initialize projects with AI Dev Flow framework using domain-aware setup

Expert in data forensics, anomaly detection, audit trail analysis, fraud detection, and breach investigation

Visualize Rust function call graphs using LSP. Triggers on: /call-graph, call hierarchy, who calls, what calls, 调用图, 调用关系, 谁调用了, 调用了谁

Expert technical documentation specialist for developer docs, API references, and runbooks. Activate on: documentation, docs, README, API reference, technical writing, user guide, runbook, ADR,...