kienbui1995
- 232 skills
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- ▌ QA Audit · kienbui1995Use when conducting quality audits — reviewing process compliance, identifying gaps between defined process and actual practice, conducting structured inspections (code review audits, test quality reviews), and producing audit reports with remediation plans.
- ▌ UX Audit · kienbui1995Use when conducting a heuristic evaluation of an existing interface, identifying usability problems, or prioritizing UX improvements
- ▌ AI Harness · kienbui1995Use when building evaluation infrastructure for AI systems — test harnesses, CI pipelines for AI, automated regression detection, golden datasets, and continuous quality measurement.
- ▌ API Design · kienbui1995Use when designing REST or GraphQL APIs - endpoint naming, versioning, error handling, pagination, authentication patterns
- ▌ Game Audio · kienbui1995Use when writing a sound design brief, planning music direction, or building the audio systems specification for a game
- ▌ Qc Metrics · kienbui1995Use when measuring and reporting QA quality — defect escape rate, test coverage analysis, flaky test rate, mean time to detect, shift-left metrics, and building quality dashboards for stakeholders.
- ▌ Spatial UX · kienbui1995Use when designing 3D layouts, applying depth cues, planning spatial hierarchies, or ensuring user comfort in spatial experiences
- ▌ Ado API CLI · kienbui1995Use when automating Azure DevOps operations — az devops CLI, REST API calls, PAT management, service principal automation, webhooks, and scripting repeatable ADO administrative tasks.
- ▌ Adr Writing · kienbui1995Use when documenting architecture decisions, capturing the context and trade-offs behind technical choices
- ▌ Brand Voice · kienbui1995Use when defining tone of voice guidelines, ensuring messaging consistency, or onboarding writers to your brand
- ▌ Pr Workflow · kienbui1995Use when creating pull requests - PR structure, description templates, review checklist, merge strategies, branch naming
- ▌ Refactoring · kienbui1995Use when improving code structure without changing behavior - extract methods, simplify conditionals, reduce duplication, improve naming
- ▌ Vibe Coding · kienbui1995Use when rapidly prototyping AI products — going from idea to working demo in 4-8 hours using AI-assisted development tools (Cursor, Bolt, v0, Lovable), knowing when to vibe vs spec, and transitioning prototypes to production.
- ▌ Agentic Eval · kienbui1995Use when evaluating AI agent systems — trajectory evaluation, pass@k testing, tool call correctness, non-deterministic behavior testing, and building eval infrastructure specific to multi-step agentic workflows.
- ▌ AI Data Moat · kienbui1995Use when building defensibility into an AI product — designing data collection strategies that compound over time, domain-specific dataset building, proprietary data as competitive moat vs base models, and when data beats prompt engineering.
- ▌ Claude Hooks · kienbui1995Use when automating Claude Code workflows with hooks — PreToolUse (validate/block actions), PostToolUse (react to completions), Stop (enforce standards before finishing), and SessionStart (load context). Configure in .claude/settings.json.
- ▌ Data Quality · kienbui1995Use when validating data pipelines, writing data tests, or investigating data anomalies
- ▌ Level Design · kienbui1995Use when designing game levels, planning pacing and challenge curves, or documenting spatial layouts
- ▌ Qc Test Data · kienbui1995Use when managing test data — designing test data strategies, using factories and builders, creating fixtures, generating synthetic data, masking PII for testing, and managing test database state.
- ▌ Ado Artifacts · kienbui1995Use when managing Azure Artifacts — feed creation and permissions, upstream sources, retention policies, package promotion across views, and connecting build pipelines to artifact feeds.
- ▌ Brainstorming · kienbui1995You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.
- ▌ Claude Memory · kienbui1995Use when leveraging Claude Code's auto-memory system — understanding what Claude saves to memory, writing good memory entries manually, structuring the memory directory, and using memory for project continuity across sessions.
- ▌ Data Modeling · kienbui1995Use when designing analytics schemas, choosing between star schema and OBT, or modeling entities for a data warehouse
- ▌ Deal Strategy · kienbui1995Use when navigating complex enterprise deals, multi-stakeholder sales, or competitive displacement situations
- ▌ Hr People Ops · kienbui1995Use when designing hiring processes, writing job descriptions, running performance reviews, or documenting culture and values
- ▌ Model Routing · kienbui1995Use when selecting AI models for different tasks, designing cost-aware routing (cheap→expensive cascade), implementing model fallbacks, and optimizing the capability/cost/latency tradeoff across model tiers.
- ▌ Qc Automation · kienbui1995Use when designing or implementing test automation — choosing the right automation framework (Playwright, pytest, JUnit), Page Object Model, selector strategies, test isolation, managing flaky tests, and CI integration.
- ▌ Quality Gates · kienbui1995Use when defining definition of done, setting release criteria, or building automated quality checks into the CI/CD pipeline
- ▌ Technical Art · kienbui1995Use when writing shader briefs, defining performance budgets, creating LOD strategies, or bridging art and engineering
- ▌ Test Strategy · kienbui1995Use when building a test coverage plan, choosing what to test at each layer, or applying risk-based testing to focus effort
- ▌ User Research · kienbui1995Use when planning user interviews, writing discussion guides, running usability tests, or synthesizing research findings
- ▌ Writing Plans · kienbui1995Use when you have a spec or requirements for a multi-step task, before touching code
- ▌ Agentic Memory · kienbui1995Use when designing memory systems for AI agents — tiered memory architecture (in-context, session, long-term, episodic), context window management, memory compression, and retrieval strategies for persistent agent state.
- ▌ CI CD Pipeline · kienbui1995Use when setting up or improving CI/CD pipelines - GitHub Actions, automated testing, deployment, release automation
- ▌ Design Handoff · kienbui1995Use when preparing designs for developer implementation, writing specs, or managing the design-to-code workflow
- ▌ Discovery Call · kienbui1995Use when running discovery calls, qualifying opportunities, or applying MEDDIC/SPIN selling frameworks
- ▌ Growth Hacking · kienbui1995Use when designing viral loops, improving activation rates, running retention experiments, or building growth models
- ▌ LLM Evaluation · kienbui1995Use when measuring AI output quality - eval frameworks, golden datasets, regression testing, benchmarking, human-in-the-loop evaluation
- ▌ Qc Test Design · kienbui1995Use when designing test cases — applying boundary value analysis, equivalence partitioning, decision tables, pairwise testing, and exploratory testing techniques to maximize defect detection with minimal test cases.
- ▌ Sales Coaching · kienbui1995Use when running call reviews, building rep onboarding plans, handling objection training, or improving sales team performance
- ▌ Slo Sli Design · kienbui1995Use when defining service level objectives, SLIs, or error budgets for reliability engineering
- ▌ Writing Skills · kienbui1995Use when creating new skills, editing existing skills, or verifying skills work before deployment
- ▌ Email Marketing · kienbui1995Use when designing email campaigns, building drip sequences, segmenting lists, or improving deliverability
- ▌ Executing Plans · kienbui1995Use when you have a written implementation plan to execute in a separate session with review checkpoints
- ▌ Game Design Doc · kienbui1995Use when writing a Game Design Document (GDD), defining core mechanics, or planning player loops
- ▌ Launch Planning · kienbui1995Use when planning a product or feature launch, building a GTM strategy, or coordinating a cross-functional release
- ▌ On Call Runbook · kienbui1995Use when writing runbooks for on-call engineers, documenting incident response steps, or creating operational playbooks
- ▌ Product Metrics · kienbui1995Use when defining KPIs, building dashboards, or measuring whether a feature or product is healthy
- ▌ Security Review · kienbui1995Use when reviewing code for security vulnerabilities, auth issues, data exposure, or before deploying to production
- ▌ Sprint Planning · kienbui1995Use when facilitating sprint planning, refining the backlog, calculating team capacity, or setting sprint goals
- ▌ Team Onboarding · kienbui1995Use when onboarding a new engineer, setting up their dev environment, introducing the codebase, or planning their first PR
- ▌ Ado Organization · kienbui1995Use when setting up or managing Azure DevOps organizations and projects — project creation, team structure, user management, billing, extensions, and org-level settings.
- ▌ Agentic Security · kienbui1995Use when securing AI agent systems — defending against prompt injection, sandboxing tool execution, preventing indirect attacks through retrieved data, designing minimal-permission tool architectures, and security testing agents.
- ▌ Blockchain Audit · kienbui1995Use when reviewing smart contracts for security vulnerabilities, auditing web3 patterns, or preparing for a formal audit
- ▌ Caching Strategy · kienbui1995Use when implementing caching - Redis, CDN, HTTP cache headers, application-level memoization, or cache invalidation patterns
- ▌ Claude MCP Setup · kienbui1995Use when connecting Claude Code to external services via MCP (Model Context Protocol) — configuring MCP servers for databases, APIs, file systems, and custom tools, and designing effective tool descriptions for Claude.
- ▌ Content Strategy · kienbui1995Use when building a content calendar, defining target audiences for content, or choosing content formats and distribution channels
- ▌ Legal Compliance · kienbui1995Use when reviewing code, docs, or features for legal and regulatory requirements (GDPR, CCPA, SOC2, HIPAA, etc.)
- ▌ Mlops Deployment · kienbui1995Use when deploying ML models to production, setting up canary releases, or designing the serving infrastructure
- ▌ Model Evaluation · kienbui1995Use when selecting evaluation metrics, detecting bias, or validating model readiness for production
- ▌ Model Monitoring · kienbui1995Use when setting up drift detection, retraining triggers, or production model health dashboards
- ▌ Narrative Design · kienbui1995Use when designing game story structure, writing branching dialogue, building lore, or planning narrative delivery
- ▌ Product Strategy · kienbui1995Use when making product decisions, prioritizing features, planning launches, writing PRDs, or defining what to build next
- ▌ Proposal Writing · kienbui1995Use when writing sales proposals, structuring pricing presentations, or articulating value propositions
- ▌ RAG Architecture · kienbui1995Use when building RAG pipelines - document ingestion, chunking, embedding, vector search, retrieval, reranking, and generation with context
- ▌ Roadmap Planning · kienbui1995Use when building quarterly roadmaps, prioritizing the backlog, or communicating what's coming and why
- ▌ SEO Optimization · kienbui1995Use when improving organic search rankings, conducting keyword research, or fixing technical SEO issues
- ▌ Solo Founder Gtm · kienbui1995Use when building go-to-market as a solo founder — distribution playbook for <5 hours/week, AI-powered personalized outreach, community leverage (Twitter/Reddit/ProductHunt/IndieHackers), and sales-led loops for early traction.
- ▌ Support Playbook · kienbui1995Use when building a support triage process, writing escalation paths, or creating templates for common support issues
- ▌ Tech Debt Triage · kienbui1995Use when prioritizing technical debt, deciding what to fix vs live with, or allocating time for debt reduction
- ▌ Ado Pipelines Ops · kienbui1995Use when managing Azure DevOps pipeline infrastructure — self-hosted agent pools, service connections, variable groups, secure files, environments, approvals, and pipeline resource governance.
- ▌ Ado Work Tracking · kienbui1995Use when configuring Azure DevOps work tracking — boards setup, backlog configuration, sprint management, work item type customization, process templates, queries, and team area/iteration paths.
- ▌ AI Product Design · kienbui1995Use when productizing AI features for end users — UX patterns for AI, streaming, loading states, error handling, fallback design, reliability, and responsible AI disclosure.
- ▌ Capacity Planning · kienbui1995Use when projecting infrastructure needs, planning for traffic growth, or making scaling decisions
- ▌ Chaos Engineering · kienbui1995Use when designing resilience tests, planning chaos experiments, or validating failure recovery
- ▌ Cloud Cost Review · kienbui1995Use when auditing cloud spend, rightsizing instances, reviewing reserved instance coverage, or finding cost optimization opportunities
- ▌ Environment Setup · kienbui1995Use when bootstrapping new projects, setting up dev environments, writing onboarding docs, or configuring local development tooling
- ▌ Incident Response · kienbui1995Use when handling production incidents - outage triage, root cause analysis, communication, postmortem writing
- ▌ LLM Observability · kienbui1995Use when monitoring AI systems in production - cost tracking, latency, token usage, error rates, quality drift, and LLMOps dashboards
- ▌ QA Process Design · kienbui1995Use when designing quality assurance processes — defining quality standards, integrating QA checkpoints into SDLC, creating process documentation, onboarding teams to quality practices, and building a quality-first engineering culture.
- ▌ Qc Mobile Testing · kienbui1995Use when testing mobile applications — device matrix strategy, iOS and Android testing tools (XCUITest, Espresso, Appium), gesture and interaction testing, network condition testing, app lifecycle testing, and mobile-specific quality concerns.
- ▌ Session Lifecycle · kienbui1995Use when starting or ending a Claude Code working session — load context from memory, output a session brief, save decisions and progress at session end, and ensure work is resumable next session.
- ▌ Technical Writing · kienbui1995Use when writing documentation, READMEs, API docs, changelogs, ADRs, or user guides — ensures clarity, structure, and project consistency
- ▌ Training Pipeline · kienbui1995Use when building reproducible ML training workflows, orchestrating training jobs, or versioning training artifacts
- ▌ Visionos Patterns · kienbui1995Use when designing for Apple visionOS, applying spatial design conventions, or building for the Apple Vision Pro platform
- ▌ Taxonomy · kienbui1995Create, validate, audit, and govern Amplitude event taxonomy across a product. Uses mcp__Amplitude__get_event_properties, mcp__Amplitude__get_project_context, mcp__Amplitude__query_amplitude_data.
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- ▌ Cost Aware Routing · kienbui1995Use when deciding which model or agent to use for a task - guides cost-optimized model selection based on task complexity
- ▌ Design With Pencil · kienbui1995Use when creating UI designs with Pencil — the MCP-native canvas that lives in your repo. Requires Pencil extension installed in your IDE.
- ▌ Design With Stitch · kienbui1995Use when creating UI designs, mockups, or prototypes - integrates Google Stitch SDK for visual design generation
- ▌ Developer Advocacy · kienbui1995Use when writing API documentation, creating developer tutorials, building devrel content, or engaging the developer community
- ▌ Feedback Synthesis · kienbui1995Use when processing user interviews, support tickets, NPS comments, or survey responses into actionable insights
- ▌ Financial Modeling · kienbui1995Use when building unit economics models, financial projections, or analyzing the business viability of a feature or product
- ▌ Knowledge Transfer · kienbui1995Use when handing off a system, preparing someone to own a codebase, or ensuring knowledge doesn't live in one person's head
- ▌ Prompt Engineering · kienbui1995Use when designing, testing, or versioning LLM prompts - covers few-shot, chain-of-thought, structured output, prompt templates, and systematic testing
- ▌ QA Risk Management · kienbui1995Use when managing quality risk — identifying quality risks in a product or release, applying risk-based testing prioritization, creating risk mitigation plans, and communicating quality risk to stakeholders for go/no-go decisions.
- ▌ User Story Writing · kienbui1995Use when writing user stories, acceptance criteria, or breaking epics into shippable slices
- ▌ Using Magic Powers · kienbui1995Use when starting any conversation - establishes how to find and use skills, model routing, and cost-aware development
- ▌ Workflow Templates · kienbui1995Use when executing a structured workflow — select and run a feature, bugfix, refactor, research, or incident template with correct agent and model assignments per phase.
- ▌ Accessibility Audit · kienbui1995Use when auditing WCAG compliance, testing with assistive technologies, or fixing accessibility issues