发现 Skills

Optimize API performance, database queries, caching, and profiling. Use when improving system performance to meet <500ms p95 target.

Formulates problems for execution with ado by creating discoveryspace and operation YAML files. Guides through experiment selection, space creation, validation, operation configuration, and parameterization. Use when the user wants to create discoveryspace or operation YAML files, configure experiments, set up entity spaces, or formulate problems for ado execution.

Control eufy smart home devices including cameras, doorbells, and robot vacuums

Expertise in F2P economics, virtual currencies, and ethical monetization strategies. Use when "game monetization, F2P economy, in-app purchase, IAP strategy, battle pass design, loot box, gacha system, virtual currency, player LTV, whale monetization, game economy balance, premium currency, season pass, daily rewards, pay to win, ethical monetization, monetization, f2p, free-to-play, iap, in-app-purchase, battle-pass, season-pass, gacha, loot-box, virtual-economy, game-economy, ltv, arpu, retention, whales, pricing, microtransactions" mentioned.

Control Home Assistant - smart plugs, lights, scenes, automations.

Generates a concise website summary (35 words) and lists 5 core features using GPT for lead qualification.

Control LIFX smart bulbs and light strips

Hourly electricity prices for Finland with optimal EV charging window calculation (3h, 4h, 5h).

Act as an assistive outline coach who guides structural development through questions. Use when helping someone develop their own outline through diagnosis and frameworks. Critical constraint - never generate outline content. Instead ask questions, identify structural issues, suggest approaches, and let the writer structure.

Manage Ring doorbells, cameras, and alarm systems

Control Roku devices via CLI. Discovery, remote control, app launching, search, and HTTP bridge mode for real-time control.

Control Samsung TVs via SmartThings (OAuth app + device control).

Control Sonos speakers (discover/status/play/volume/group).

Expert in measuring and driving student outcomes - completion optimization, outcome tracking, testimonial systems, certifications, and alumni programs. Covers proving that your course works and turning successful students into advocates. Use when "student success, course outcomes, testimonials, certification, alumni, completion rate, student results" mentioned.

Send WhatsApp messages to other people or search/sync WhatsApp history via the wacli CLI (not for normal user chats).

Fetch xkcd comics - latest, random, by number, or search by keyword. Display comics with title, image, and alt text (the hidden joke). Generate custom xkcd-style stick-figure comics using image generation. Perfect for daily comic delivery via cron, on-demand requests, or creating original xkcd-inspired content.

Product consultation for the Conductor orchestrator. Clarifies scope, interprets ambiguous requirements, and prioritizes features within a track. Can make scope interpretations that do not change deliverables. Escalates scope expansions or feature changes to the Board of Directors.

Use when authoring Azure Policy definitions, initiatives, remediation tasks, and compliance reporting assets. USE FOR: write an Azure Policy to require tags, create a policy initiative for CIS controls, build a DeployIfNotExists remediation, generate a KQL compliance dashboard query, restrict allowed VM SKUs. DO NOT USE FOR: application business logic, Azure RBAC role selection, packet capture troubleshooting.

Use when implementing consumer-driven contracts, Pact verification, provider states, or integration test orchestration across services. USE FOR: add Pact contract tests between services, verify provider won't break consumers, set up Pact Broker in CI, orchestrate multi-service integration tests with Docker Compose, add mutation testing gate for APIs. DO NOT USE FOR: unit testing a single function, load testing production traffic, frontend visual regression testing.

CQRS and Event Sourcing patterns for scalable, auditable distributed systems with command models, event stores, and read projections. USE FOR: design CQRS architecture for a service, implement event sourcing for audit history, separate command and query models, plan read model projections and replay, add saga orchestration for eventual consistency. DO NOT USE FOR: simple CRUD app design, single-table admin tools, basic ORM mapping questions.

Structured guidance for assessing and executing modernization from .NET Framework or older .NET targets to modern .NET. USE FOR: inventory a legacy .NET solution, plan phased .NET upgrade, review NuGet and framework compatibility, define modernization test and release gates, remediate breaking changes during migration. DO NOT USE FOR: brand-new .NET app scaffolding, non-.NET platform migrations, day-to-day feature development unrelated to upgrades.

Use when migrating legacy authentication to ASP.NET Core Identity with Entra ID, claims transformation, password hash compatibility, and hybrid auth flows. USE FOR: migrate ASP.NET Membership users, preserve legacy password verification, integrate Entra ID OIDC with Identity, convert roles to claims, plan hybrid local and Entra authentication. DO NOT USE FOR: non-.NET identity stacks, frontend-only login widgets, generic network access control.

Use when triaging stale pull requests and review backlog to keep repository flow healthy. USE FOR: identify orphaned PRs by inactivity windows, classify revive/close/escalate actions, draft maintainer comments for ownership handoff, and produce weekly cleanup reports with metrics. DO NOT USE FOR: implementing code changes, rewriting product requirements, or replacing security vulnerability triage.

Use when deciding whether a service is safe to launch, scale, or recover in production. USE FOR: run production readiness review, check rollback and canary plan, assess disaster recovery readiness, review incident response runbooks, evaluate release go-live checklist. DO NOT USE FOR: day-to-day bug fixing, early product ideation without deployment scope.