Skill rating

Research public companies and listed securities with current market, company, ownership, and filing data through SandBase. Use for ticker analysis, price-performance comparisons, insider activity, or

Create, implement, or review cut the curve work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on cut the curve.

Create, implement, or review gsap timeline work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on gsap timeline.

Triage and prioritize a support ticket or customer issue. Use when a new ticket comes in and needs categorization, assigning P1-P4 priority, deciding which team should handle it, or checking whether i

Create, implement, or review gsap plugins work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on gsap plugins.

Create, implement, or review json canvas work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on json canvas.

Create, implement, or review gsap react work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on gsap react.

Create, implement, or review gsap utilities work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on gsap utilities.

Create, implement, or review playground work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on playground.

Create, implement, or review seam craft work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on seam craft.

Create, implement, or review gsap core work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on gsap core.

Build, extend, and verify playable browser games, optionally using SandBase for generated concept art and game assets. Use for substantial 2D or 3D web-game work; use a general frontend workflow for n

Plan, implement, or review google cloud waf performance optimization work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests google

Plan, implement, or review google cloud waf operational excellence work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests google cl

Plan, implement, or review google cloud waf cost optimization work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests google cloud w

Plan, implement, or review observability and instrumentation work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests observability a

Analyze competitor content coverage and uncover differentiated content opportunities using web search, page extraction, and DataForSEO content analysis. Use when asked for competitor content research,

Plan, implement, or review google cloud waf sustainability work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests google cloud waf

Plan, implement, or review finishing a development branch work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests finishing a develo

Plan, implement, or review verification before completion work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests verification befor

Plan, implement, or review claude automation recommender work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests claude automation r

Plan, implement, or review google cloud waf reliability work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests google cloud waf rel

Plan, implement, or review hybrid search implementation work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests hybrid search implem

Plan, implement, or review application insights instrumentation work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests application

Apply dbt transformation patterns in reproducible local data workflows with version-aware APIs, explicit assumptions, and validation. Use when the user chooses dbt transformation patterns or its stren

Plan, implement, or review dispatching parallel agents work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests dispatching parallel

Plan, implement, or review git workflow and versioning work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests git workflow and vers

Create or review brainstorm experiments new deliverables with traceable assumptions, decision criteria, ownership, and risk controls. Use when the user asks for brainstorm experiments new planning or

Plan, implement, or review similarity search patterns work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests similarity search patt

Create or review comparison article writer deliverables with audience, evidence, voice, and conversion-quality controls. Use when the user explicitly asks for comparison article writer work.

Plan, implement, or review google cloud waf security work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests google cloud waf securi

Apply sql optimization patterns in reproducible local data workflows with version-aware APIs, explicit assumptions, and validation. Use when the user chooses sql optimization patterns or its strengths

Create or review team composition analysis deliverables with traceable assumptions, decision criteria, ownership, and risk controls. Use when the user asks for team composition analysis planning or an

Plan, implement, or review cowork plugin customizer work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests cowork plugin customizer

Research and evaluate microsoft code reference with current authoritative sources, provenance, and explicit evidence gaps. Use when the user asks for microsoft code reference findings or verification.

Plan, implement, or review prometheus configuration work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests prometheus configuration

Apply risk metrics calculation in reproducible local data workflows with version-aware APIs, explicit assumptions, and validation. Use when the user chooses risk metrics calculation or its strengths f

Create or review alternative blog writer deliverables with audience, evidence, voice, and conversion-quality controls. Use when the user explicitly asks for alternative blog writer work.

Research and evaluate seo competitor analysis with current authoritative sources, provenance, and explicit evidence gaps. Use when the user asks for seo competitor analysis findings or verification.

Plan, implement, or review spec driven development work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests spec driven development w

Plan, implement, or review test driven development work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests test driven development w

Plan, implement, or review vs code extension localization work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests vs code extension

Apply backtesting frameworks in reproducible local data workflows with version-aware APIs, explicit assumptions, and validation. Use when the user chooses backtesting frameworks or its strengths fit t

Apply data context extractor in reproducible local data workflows with version-aware APIs, explicit assumptions, and validation. Use when the user chooses data context extractor or its strengths fit t

Plan, implement, or review langchain architecture work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests langchain architecture wor

Plan, implement, or review make repo contribution work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests make repo contribution wor

Calculate TAM/SAM/SOM for market opportunities using top-down, bottom-up, and value theory methodologies. Use this skill when sizing markets, estimating addressable revenue, validating market opportun

Plan, implement, or review kubernetes security policies work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests kubernetes security

Create or review legal risk assessment deliverables with traceable assumptions, decision criteria, ownership, and risk controls. Use when the user asks for legal risk assessment planning or analysis.

Apply airflow dag patterns in reproducible local data workflows with version-aware APIs, explicit assumptions, and validation. Use when the user chooses airflow dag patterns or its strengths fit the t