发现 Skills

Verify the junior can explain and defend every line of code they wrote. This gate BLOCKS completion if failed.

Evaluate alternative scenarios by simulating interventions on past decisions or hypothetical futures. Use when assessing decisions in hindsight, planning scenarios, or comparing paths not taken. Produces comparative analysis with probability-weighted outcomes.

Type-driven design patterns in Rust - typestate, newtype, builder pattern, and compile-time guarantees

Create comprehensive API reference documentation with OpenAPI/Swagger specs, REST endpoints, authentication, examples, and SDKs. Use when documenting REST APIs, GraphQL APIs, endpoint documentation, or OpenAPI specifications.

Identify groups and patterns in data using k-means, hierarchical clustering, and DBSCAN for cluster discovery, customer segmentation, and unsupervised learning

Build comprehensive design systems with components, patterns, and guidelines. Enable consistent design, faster development, and better collaboration across teams.

Create responsive layouts using CSS Grid, Flexbox, media queries, and mobile-first design. Use when building adaptive interfaces that work across all devices.

Conduct comprehensive security compliance audits for SOC 2, GDPR, HIPAA, PCI-DSS, and ISO 27001. Use when preparing for certification, annual audits, or compliance validation.

Implement Zero Trust security model with identity verification, microsegmentation, least privilege access, and continuous monitoring. Use when building secure cloud-native applications.

Reviews UI code for compliance with web interface best practices. Use when auditing accessibility, reviewing UI/UX patterns, checking performance, or improving web design quality. Triggers on "check my site", "audit design", "accessibility review", "UX best practices", or UI code review tasks. Covers 100+ rules for accessibility, performance, and user experience.

Apply Hoskinson Contracting's official brand identity — deep navy (#29307F) with gold (#FEC40A) accents, a bold uppercase wordmark, and a clean, minimal layout with punchy confidence — to any professional deliverable (DOCX, PDF, XLSX, PNG posters, HTML). Use whenever the user asks for something Hoskinson-branded: a Hoskinson Contracting proposal, invoice, estimate, letterhead, project update, bid, spec sheet, job-site poster, or anything "in Hoskinson's style" or "for Hoskinson." Also use when producing construction documents that should carry the Hoskinson brand.

Build or improve a UI testing strategy covering visual regression, interaction testing, and accessibility assertions. Use when the user asks to add tests, set up testing, fix flaky tests, improve test coverage, validate UI behavior, catch visual bugs, or establish confidence in shipping frontend changes.

Manage NuGet packages in .NET projects/solutions. Use this skill when adding, removing, or updating NuGet package versions. It enforces using `dotnet` CLI for package management and provides strict procedures for direct file edits only when updating versions.

Assembles a personal tax handoff package for a Canadian with self-employment income and, where relevant, coordinates with a separate corporate package for an incorporated owner-manager's personal T1 filing. Guides the user through collecting the outputs of prior workflow steps, identifying missing items, and producing a cover summary the CPA can act on directly. Does not give tax advice, complete forms, or advise on filing positions. Trigger on: 'prepare for my CPA meeting', 'get my tax documents ready', 'what does my accountant need from me', 'organize everything for tax season', 'put together my tax package', 'what should I send my CPA', 'I have a meeting with my accountant'.

AI Engine Optimization - semantic triples, page templates, content clusters for AI citations

Android Kotlin development with Coroutines, Jetpack Compose, Hilt, and MockK testing

AI-first application patterns, LLM testing, prompt management

Node.js backend patterns with Express/Fastify, repositories

../../../finance/skills/finance-skills/SKILL.md

Source: ../../../c-level-advisor/executive-mentor/skills/hard-call/SKILL.md

See file: ../../../marketing-skill/skills/marketing-ops/SKILL.md

../../../project-management/skills/scrum-master/SKILL.md

../../../engineering-team/skills/senior-fullstack/SKILL.md

../../../engineering-team/skills/senior-secops/SKILL.md