Use when building selection algorithms that must balance multiple diversity/coverage constraints (e.g., selecting test cases, sampling datasets, portfolio optimization). Especially useful when hard co...
Analyzes multi-contract correlations and generates hedge recommendations. Use when managing a portfolio of correlated assets and needing to mitigate risk. Trigger with "analyze correlations", "suggest hedge", "portfolio risk assessment".
Validates specification completeness and quality by checking for mandatory sections, [NEEDS CLARIFICATION] markers, testable criteria, and clear scope boundaries. Ensures specifications are ready for architecture and implementation phases.
Use when working with capacitor similarity calculations - comparing ceramic/electrolytic/film capacitor MPNs, understanding value/voltage/dielectric matching, or capacitor-specific similarity logic.
Blazor VSA ใใฟใผใณใซใฟใญใฐใใใฎ้ฉๅใชใใฟใผใณ้ธๆๆฏๆดใๆฐๆฉ่ฝ่ฟฝๅ ใ CRUD ๆไฝใใฏใจใชๅฎ่ฃ ใ็ถๆ ้ท็งปใใใฆใณใใชใผ่จญ่จใชใฉใฎๆ่ใงใ catalog/index.json ใฎ ai_decision_matrix ใซๅบใฅใใฆๆ้ฉใชใใฟใผใณใ ๆๆกใใใFeature SliceใPipeline BehaviorใDomain Patternใ Query Pattern ใชใฉใใๆ่ใซๅฟใใใใฟใผใณใ้ธๆใ
Guided pattern and bug creation with interactive prompts and automatic quality validation. Helps users create high-quality KB entries with proper structure, scoring, and categorization. Provides improvement suggestions for entries below quality thresholds.
Generate standardized checkpoint reports for multi-phase implementation projects. This skill should be used when pausing implementation at strategic milestones (phase completion, user story completion, critical features) to create comprehensive progress reports with task breakdowns, metrics, knowledge base entries, and resume instructions.
A clear, concise description of what this skill does and when to use it. Include practical triggers and use cases here (not in the body).
Perform mathematical calculations using various operations
Use when working with sensor similarity calculations - comparing temperature/accelerometer/humidity sensor MPNs, understanding sensor families, equivalent parts, or sensor-specific similarity logic.
Review and improve skill quality. Use when: user asks to review skill, check skill quality, improve skill, or after creating a skill with skill-creator-pro.
Interactive Knowledge Base search with natural language queries. Searches patterns and bug fixes with relevance ranking, quality scoring, and fuzzy matching for typo tolerance. Helps users find solutions quickly without manual browsing through institutional knowledge.
GigaDevice Semiconductor MPN encoding patterns, suffix decoding, and handler guidance. Use when working with GigaDevice Flash memory, MCUs, or GigaDeviceHandler.
Scout Mode specialist - handles opportunity discovery, filtering, dataset curation, and playlist/blog/radio discovery for artists.
Vertical Slice Architecture (VSA) ๅใ UI ๅผทๅในใญใซใ Phase 1๏ผspec-kit + ใซใฟใญใฐ๏ผใง็ๆใใใใใฌใผใณใช .razor ใใกใคใซใใ Phase 2 ใง MudBlazor ใใผในใฎใชใใใช UI ใซๅคๆใใใ ใขใผใญใใฏใใฃใซใฏไธๅๆใ่งฆใใใUI ใ ใใๅผทๅใใใ
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", working on complex domain-specific tasks without existing skill coverage (Django ORM, Kubernetes, API design, etc.)
Blazor VSA ใซใใใ Boundary ใใฟใผใณใฎใขใใชใณใฐๆฏๆดใUI ใๆใคๆฉ่ฝใง Entity.CanXxx() ใกใฝใใใฎ่จญ่จใIntent ๅฎ็พฉใBoundaryService ใฎ่ฒฌๅๅ้ขใ ๆฏๆดใใใAI ใฎๅญฆ็ฟใใคใขใน๏ผๅคๅ ธ DDD ใฏ UI ใๅฏพ่ฑกๅคใจใใ๏ผใซใใ ๅฟๅดใใใใใ Boundary ใขใใชใณใฐใ่ชๅ็ใซๆณ่ตทใใใๆไฝๅฏๅฆๅคๅฎใฎ ๆฅญๅใญใธใใฏใ Entity ใซๆญฃใใ้ ็ฝฎใใ่จญ่จใไฟใใ
