charlieviettq

@charlieviettq source repo

606 skills
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1 day ago last updated

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Tw Healthcare Regulations · charlieviettq bundle
"Navigate Taiwan healthcare regulations including NHI system, medical device classification, drug registration, telemedicine rules, and health data protection. Use this skill when the user is building a health tech product for Taiwan, needs to understand NHI, evaluate medical device regulatory pathways, or assess telemedicine compliance — even if they say 'sell a medical device in Taiwan', 'how does NHI work', 'telemedicine regulations', or 'health data privacy in Taiwan'.".

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Documentation Engineer · charlieviettq
"Use this agent when you need to create, architect, or overhaul comprehensive documentation systems including API docs, tutorials, guides, and developer-friendly content that keeps pace with code changes.".

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Project Idea Validator · charlieviettq
"Use this agent when you need an idea pressure-tested with brutal honesty, competitor teardown, market validation, and clear go/no-go guidance before building.".

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Refactoring Specialist · charlieviettq
"Use when you need to transform poorly structured, complex, or duplicated code into clean, maintainable systems while preserving all existing behavior.".

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Grad Disruptive Innovation · charlieviettq bundle
"Apply Christensen's Disruptive Innovation theory to assess low-end and new-market threats to incumbents. Use this skill when the user needs to evaluate whether a new entrant poses a disruptive threat, analyze why incumbents fail against inferior-but-cheaper alternatives, or design a disruption strategy targeting overserved customers.".

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Design Consultation · charlieviettq bundle
"Design consultation: understands your product, researches the landscape, proposes a complete design system (aesthetic, typography, color, layout, spacing, motion), and generates font+color preview. (gstack)".

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Open Gstack Browser · charlieviettq
Launch GStack Browser — AI-controlled Chromium with the sidebar extension baked in.

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Incremental Implementation · charlieviettq
Implement multi-file changes in thin vertical slices—implement, test, verify, commit. Use when a feature touches more than one file or feels too large for one pass.

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Mfg Predictive Maintenance · charlieviettq bundle
"Design predictive maintenance strategies using sensor data, ML models for remaining useful life (RUL), and the P-F curve framework. Use this skill when the user needs to reduce unplanned downtime, transition from reactive to predictive maintenance, evaluate sensor/IoT investments, or estimate equipment failure probability — even if they say 'machines keep breaking down', 'when will this equipment fail', 'should we invest in IoT sensors', or 'reduce unplanned downtime'.".

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Ops Digital Transformation · charlieviettq bundle
"Digital-transformation execution playbook: maturity assessment, transformation roadmap, Operating Model redesign, PMO and transformation governance, data/AI platform deployment, process digitization, organizational agility, digital talent, and change management. Use for DX roadmap design, transformation governance (CDO/PMO/Steering Committee), data/AI/cloud platform planning, ERP or core-system upgrade, traditional-industry digitization, or DX organizational resistance. Triggers: 『DX 從哪開始』『數位長』『資料平台』『AI 落地』『傳產數位化』『ERP 要不要換』『轉型辦公室』『員工不配合數位化』『Operating Model』『敏捷轉型』『PMO』. For Taiwan EMBA info-management/DX/strategy/operations/change courses. Focuses on execution; theory layer: use Asgard `grad-digital-transformation`, `grad-sociotechnical`, `grad-tam-utaut`.".

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Redesign Existing Projects · charlieviettq
Upgrades existing websites and apps to premium quality. Audits current design, identifies generic AI patterns, and applies high-end design standards without breaking functionality. Works with any CSS framework or vanilla CSS. Use when auditing and upgrading an existing website or app UI without breaking functionality.

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Tw Ecom Compliance Product · charlieviettq
"Comply with Taiwan product-specific regulations — 食品 (食安法), 藥品 (藥事法), 化妝品 (化妝品衛生安全管理法), 保健食品, 酒類 (菸酒管理法), 醫療器材. Covers import permit, product registration, labeling, advertising restrictions, and e-commerce listing compliance. Use when selling any of these categories online. Do NOT use for general consumer protection (`tw-ecom-compliance-consumer`). STATUS: SKELETON — body pending.".

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Tw Ecom Marketplace Shopee · charlieviettq
"Operate a Shopee Taiwan store — listings, promotions, flash sales, SIP (Shopee Supported Program) cross-border, ads (蝦皮廣告), and reputation/review management. Use when setting up or running Shopee TW operations, participating in platform campaigns (雙11, 618), or managing seller-center workflows. Do NOT use for Shopee API integration specifics (no official Asgard MCP yet) or DTC platforms. STATUS: SKELETON — body pending.".

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Tw Ecom Operations Line Oa · charlieviettq
"Run CRM and member retention via LINE Official Account — broadcast cost model, rich menu, auto-response, tagging, 1-to-1 chat, and LINE Pay integration. Use when designing LINE OA strategy for a TW brand, segmenting members for broadcasts, or measuring LINE OA ROI. Do NOT use for generic CRM (use `ecom-rfm-analysis` or `biz-cac-ltv`). STATUS: SKELETON — body pending.".

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Tw Ecom Operations Pricing · charlieviettq
"Set prices for Taiwan e-commerce — 含稅 vs 未稅 presentation, price-ending conventions (0/8/9 endings), marketplace price-match rules (momo best-price), 檔期 discount planning, and cross-channel price-parity. Use when pricing a new SKU for TW, rebalancing prices across platforms, or designing a 檔期 discount ladder. Do NOT use for generic pricing theory (use `biz-pricing-strategy`). STATUS: SKELETON — body pending.".

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Multi Agent Coordinator · charlieviettq
"Use when coordinating multiple concurrent agents that need to communicate, share state, synchronize work, and handle distributed failures across a system.".

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Data Viz Storytelling Healy · charlieviettq
Chọn đúng biểu đồ, kể chuyện với số liệu, và tránh误导 — dựa trên nguyên tắc từ Kieran Healy (Data Visualization, Princeton 2019) và taxonomy từ AntV chart-visualization-skills. Dùng khi cần quyết định loại chart, trình bày insight cho stakeholder, hoặc kiểm tra xem figure có gây hiểu lầm không. Để vẽ Python thực tế, chuyển sang matplotlib / seaborn / scientific-visualization.

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Dispatching Parallel Agents · charlieviettq
Split independent work across parallel agents with explicit boundaries and a parent integration review. Use only when user allows subagents and tasks do not share mutable files.

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Grad Digital Transformation · charlieviettq bundle
"Apply the three-level framework of digital transformation — Digitization, Digitalization, and Digital Transformation — to diagnose and plan organizational change enabled by digital technologies. Use this skill when the user needs to assess an organization's digital maturity, distinguish between automating processes versus transforming business models, plan a DX roadmap, or when they ask 'where are we on digital transformation', 'is this digitization or real transformation', or 'how do we build a DX strategy'.".

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Planning And Task Breakdown · charlieviettq
Decompose specs into small, ordered tasks with acceptance criteria and verification steps. Use when you have requirements and need an implementable plan or task list.

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Subagent Driven Development · charlieviettq
Execute an approved plan via one subagent per task with spec and quality checks. Use only when user allows subagents and a written plan exists.

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Tw Ecom Compliance Consumer · charlieviettq
"Comply with Taiwan consumer protection law (消保法) — 7-day 鑑賞期 scope and exceptions (生鮮 / 客製化 / 數位商品 / 藥品), return / refund timing, disclosure requirements, and unfair-term invalidation. Use when drafting T&C, handling return disputes, or assessing if a SKU is exempt from 鑑賞期. Do NOT use for PDPA (use `tw-ecom-compliance-pdpa`). STATUS: SKELETON — body pending.".

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Tw Ecom Invoice Universalec · charlieviettq
"Issue Taiwan e-invoices via UniversalEC (汎宇電商) using mcp-universalec-e-invoice (27 tools). Use when a merchant uses UniversalEC as their 加值服務中心 instead of ezPay, or when migrating between centers. Do NOT use for ezPay flows (`tw-ecom-invoice-ezpay`) or MOF direct integration (`tw-einvoice-guide`). STATUS: SKELETON — body pending.".

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Customer Success Manager · charlieviettq
"Use this agent when you need to assess customer health, develop retention strategies, identify upsell opportunities, or maximize customer lifetime value. Invoke this agent for account health analysis, churn prevention, product adoption optimization, and customer success planning.".

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Setup Browser Cookies · charlieviettq
Import cookies from your real Chromium browser into the headless browse session. (gstack).

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Tw Ecom Analytics Benchmarks · charlieviettq
"Taiwan e-commerce benchmark ranges for CVR, ROAS, LTV, AOV, repeat rate, cart-abandon — segmented by vertical (3C, 美妝, 服飾, 母嬰, 生鮮) and channel (DTC, Shopee, momo). Use when a TW merchant asks 'is my CVR / ROAS good?' or when sizing a business case. Source discipline: cite industry report or vendor data; mark undocumented ranges as estimates. STATUS: SKELETON — body pending.".

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Tw Ecom Logistics Cold Chain · charlieviettq
"Ship refrigerated / frozen products in Taiwan — 宅配通宅配通冷藏 / 黑貓宅急便低溫, cold-chain CVS pickup limitations, packaging (保冷劑 / 乾冰), and shelf-life SLA. Use for 生鮮 / 冷凍 / 冰品 / 藥品 delivery. Do NOT use for ambient-temperature shipping. STATUS: SKELETON — body pending.".

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Tw Ecom Operations Promotion · charlieviettq
"Run Taiwan e-commerce promotional campaigns — 雙11, 618, 年中慶, 雙12, 週年慶, 母親節. Covers promo calendar, stacking rules across platforms, 檔期 pricing strategy, inventory allocation, and post-campaign 退貨 handling. Use when planning a specific campaign or building a year-round 檔期 schedule. Do NOT use for ad ROI measurement (use `ecom-promo-roi`). STATUS: SKELETON — body pending.".

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Machine Learning Engineer · charlieviettq
"Use this agent when you need to deploy, optimize, or serve machine learning models at scale in production environments.".

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App Store Submission Packager · charlieviettq
Prepare iOS App Store and Google Play submissions—metadata, assets, compliance checks, and release checklist. Use before store upload or review submission.

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Architecture Decision Records · charlieviettq bundle
Create and maintain Architecture Decision Records (ADRs) for significant technical choices—frameworks, data stores, API shapes, ML platform decisions. Use when documenting a decision, onboarding, or superseding a prior approach.

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Browser Testing With Devtools · charlieviettq
Verify web apps with browser DevTools—DOM, console, network, performance, and accessibility at runtime. Use with Chrome DevTools MCP or headless browser tools.

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Cross Platform Error Handling · charlieviettq
Design consistent error handling across web, mobile, and React Native—central handlers, user-facing copy, retry, and logging.

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IOS Testflight Github Actions · charlieviettq
Set up iOS TestFlight delivery via GitHub Actions—build, sign, upload—with secret hygiene and no auto-push.

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Product Analytics Experiments · charlieviettq
Product analytics and experimentation—event design, funnel metrics, tracking plans, and A/B test setup with statistical and operational gates. Use when defining metrics, launch experiments, or reviewing growth/DS product work.

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Algo Blockchain Smart Contract · charlieviettq bundle
"Design and implement smart contracts as self-executing programmatic agreements on blockchain. Use this skill when the user needs to build automated on-chain logic, evaluate smart contract security, or design tokenized business rules — even if they say 'smart contract development', 'automated agreement', or 'on-chain logic'.".

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Grad Innovation Diffusion Bass · charlieviettq bundle
"Apply the Bass Diffusion Model (1969) to forecast innovation adoption using innovation and imitation coefficients. Use this skill when the user needs to forecast new product adoption curves, estimate market penetration timing, calibrate launch strategy based on diffusion dynamics, or when they ask 'how fast will this spread', 'when does adoption take off', or 'what is the expected S-curve'.".

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Tw Ecom Logistics Cross Border · charlieviettq
"Select carriers and manage cross-border shipping operations for Taiwan — carrier choices (DHL / FedEx / UPS / 郵局國際), customs clearance operations (報關), DDP vs DDU trade-offs, label generation, and returns handling. Use when choosing a carrier, estimating shipping cost or transit time, or managing the physical movement of cross-border goods. Do NOT use for duty/tax calculation, HS-code classification, or 境外電商 tax registration (see tw-ecom-compliance-cross-border). Do NOT use for domestic TW shipping. STATUS: SKELETON — body pending.".

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Tw Ecom Compliance Cross Border · charlieviettq
"Tax and regulatory compliance for cross-border e-commerce involving Taiwan — import duty rates, VAT (5%), HS-code classification, 報單 filing, 境外電商 sales-tax registration, and de minimis thresholds. Use when calculating duty/tax obligations, registering as a 境外電商, classifying goods by HS code, or advising on de minimis exemption eligibility. Do NOT use for carrier selection or physical shipping operations (see tw-ecom-logistics-cross-border). Do NOT use for domestic 營業稅 only. STATUS: SKELETON — body pending.".

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Tw Ecom Dtc Shopify Localization · charlieviettq
"Run Shopify stores for Taiwan market — localization (NT$ pricing, Traditional Chinese, TW address format), payment apps (ECPay / NewebPay / TapPay Shopify apps), shipping apps (CVS / 黑貓), and e-invoice integration. Use when setting up Shopify for TW, choosing TW payment/shipping apps, or adapting a global Shopify theme for TW. Do NOT use for general (non-TW) Shopify dev. STATUS: SKELETON — body pending.".

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Reinforcement Learning Engineer · charlieviettq
"Use when designing RL environments, training agents with reward optimization, implementing policy gradient methods, or deploying decision-making systems for robotics, gaming, and autonomous operations.".

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Tw Ecom Operations Customer Service · charlieviettq
"Taiwan e-commerce customer service — LINE / Messenger / email / phone channel mix, 消保法鑑賞期 scripts, PTT/Dcard reputation monitoring, 負評 response, and SLA targets for the TW market. Use when designing CS SOP, training CS agents, or responding to viral 負評. Do NOT use for generic chatbot design (use `cs-chatbot-design`). STATUS: SKELETON — body pending.".

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Scientific Literature Researcher · charlieviettq
"Use when you need to search scientific literature and retrieve structured experimental data from published studies. Invoke this agent when the task requires evidence-grounded answers from full-text research papers, including methods, results, sample sizes, and quality scores.".

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Phase Kickoff · charlieviettq
Convert the current phase doc into an ordered execution plan and propose work packages (spec-first + tiered tests), including RTL/Hebrew checks.

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Biz Cac Ltv · charlieviettq bundle
"Calculate and analyze Customer Acquisition Cost (CAC) and Customer Lifetime Value (LTV) to evaluate unit economics and marketing efficiency. Use this skill when the user needs to assess whether their customer acquisition is profitable, optimize marketing spend allocation, or evaluate business model viability — even if they say 'are we spending too much on ads', 'what's each customer worth', or 'is our growth sustainable'.".

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Code Review · charlieviettq
Review code changes for security, performance, and correctness. Trigger with a PR URL or diff, "review this before I merge", "is this code safe?", or when checking a change for N+1 queries, injection risks, missing edge cases, or error handling gaps.

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Fin M And A · charlieviettq bundle
"M&A integration playbook covering eight modules: strategic rationale, target screening, due diligence (financial/legal/commercial), valuation with valuation bridge, synergy analysis, deal structuring (stock vs. asset, cash vs. equity, earn-out), SPA key clauses, and post-merger integration (PMI). Use for deal evaluation, valuation disputes, structure design, earn-out design, synergy breakdown, integration risk, or hostile takeover defense. Triggers: 『併購』『收購』『M&A』『盡職調查』『DD』『估值橋』『綜效』『earn-out』『換股比例』『PMI』『買殼』『借殼上市』『敵意併購』『交易結構』. For Taiwan EMBA 財管組 case studies and term reports (台大／政大／陽交). Complements Asgard `biz-dcf` and `fin-modeling` (valuation tools) plus `biz-corporate-governance` (governance layer) by providing the transaction-layer framework.".

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Grad Blooms · charlieviettq bundle
"Apply Bloom's revised taxonomy to classify learning objectives and design assessments across six cognitive levels. Use this skill when the user needs to write learning objectives at specific cognitive levels, align assessment with instructional goals, or evaluate curriculum for cognitive complexity distribution — even if they say 'how to write learning objectives', 'what level of thinking does this require', or 'higher-order thinking skills'.".

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Ship · charlieviettq bundle
"Ship workflow: detect + merge base branch, run tests, review diff, bump VERSION, update CHANGELOG, commit, push, create PR. (gstack)".

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Idea Refine · charlieviettq
Shape early ideas through divergent exploration and convergent narrowing before specs or builds. Use when brainstorming product features, model approaches, or architecture directions.

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MCP Builder · charlieviettq
Design and implement MCP servers—tools, resources, prompts, schemas, and error contracts for agent clients. Use when adding MCP integration or exposing capabilities to Cursor/Claude agents.

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Med Culture · charlieviettq bundle
"Use when the user wants to write a culture-and-arts news piece — exhibition coverage, performance reviews, artist interviews, cultural policy analysis, art market reporting, or cultural heritage reporting — from supplied material. Activates culture-beat-specific workflow on top of the general news-reporter workflow: cultural appropriation audit, indigenous knowledge protection, source credibility (institutional PR vs. independent critic), aesthetic judgment marking, and translation/cross-cultural framing discipline. Also triggers on phrases like 'draft an exhibition review', 'write up this gallery opening', 'turn into an album review', '整理展覽新聞', '寫一篇評論', '幫我做藝術家訪談', 'cover this museum exhibition', '草擬一篇文化評論'. Defers general news craft to med-news-reporter; do NOT use for art-marketing copy (use mkt-*) or artist/gallery press releases (use pr-press-release).".

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RAG Systems · charlieviettq
Design retrieval-augmented generation pipelines—chunking, embeddings, retrieval, reranking, grounding, and evaluation. Use when building or improving doc Q&A, code search agents, or knowledge bases.

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Sox Testing · charlieviettq
Generate SOX sample selections, testing workpapers, and control assessments. Use when planning quarterly or annual SOX 404 testing, pulling a sample for a control (revenue, P2P, ITGC, close), building a testing workpaper template, or evaluating and classifying a control deficiency.

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Debugger · charlieviettq
"Use this agent when you need to diagnose and fix bugs, identify root causes of failures, or analyze error logs and stack traces to resolve issues.".

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Write Query · charlieviettq
Write optimized SQL for your dialect with best practices. Use when translating a natural-language data need into SQL, building a multi-CTE query with joins and aggregations, optimizing a query against a large partitioned table, or getting dialect-specific syntax for Snowflake, BigQuery, Postgres, etc.

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Algo Mfg Cpk · charlieviettq bundle
"Calculate Cpk process capability index to assess whether a process meets specification requirements. Use this skill when the user needs to evaluate process capability, compare processes, or determine if quality targets are achievable — even if they say 'can our process meet spec', 'process capability', or 'Cpk calculation'.".

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Algo Mfg Doe · charlieviettq bundle
"Design and analyze factorial experiments to identify significant process factors and optimize settings. Use this skill when the user needs to systematically test factor effects, optimize a manufacturing process, or determine which variables matter most — even if they say 'which factors affect quality', 'optimize process settings', or 'design an experiment'.".

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Algo Mfg Spc · charlieviettq bundle
"Implement Statistical Process Control charts to monitor production process stability. Use this skill when the user needs to detect process shifts, set control limits, or distinguish common cause from special cause variation — even if they say 'process monitoring', 'control chart', or 'is our process in control'.".

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Algo Nlp Lda · charlieviettq bundle
"Implement LDA topic modeling to discover latent topics in document collections. Use this skill when the user needs to extract topics from a text corpus, categorize documents by theme, or explore thematic structure — even if they say 'what are the main topics', 'topic extraction', or 'document clustering by theme'.".

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Algo Nlp Ner · charlieviettq bundle
"Implement Named Entity Recognition to identify and classify entities in text. Use this skill when the user needs to extract people, organizations, locations, dates, or custom entities from documents — even if they say 'extract names from text', 'find companies mentioned', or 'entity extraction'.".

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Architecture · charlieviettq
Create or evaluate an architecture decision record (ADR). Use when choosing between technologies (e.g., Kafka vs SQS), documenting a design decision with trade-offs and consequences, reviewing a system design proposal, or designing a new component from requirements and constraints.

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Brand Review · charlieviettq
Review content against your brand voice, style guide, and messaging pillars, flagging deviations by severity with specific before/after fixes. Use when checking a draft before it ships, when auditing copy for voice consistency and terminology, or when screening for unsubstantiated claims, missing disclaimers, and other legal flags.

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Call Summary · charlieviettq
Process call notes or a transcript — extract action items, draft follow-up email, generate internal summary. Use when pasting rough notes or a transcript after a discovery, demo, or negotiation call, drafting a customer follow-up, logging the activity for your CRM, or capturing objections and next steps for your team.

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Cs Analytics · charlieviettq bundle
"Measure and optimize customer service performance using CSAT, NPS, CES, First Contact Resolution, and text mining on support tickets. Use this skill when the user needs to evaluate CS team performance, identify top complaint drivers, optimize staffing, or build CS dashboards — even if they say 'is our CS team doing well', 'what are customers complaining about', 'how many agents do we need', or 'build a CS dashboard'.".

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Explore Data · charlieviettq
Profile and explore a dataset to understand its shape, quality, and patterns. Use when encountering a new table or file, checking null rates and column distributions, spotting data quality issues like duplicates or suspicious values, or deciding which dimensions and metrics to analyze.

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Fin Modeling · charlieviettq bundle
"Build three-statement financial models (Income Statement, Balance Sheet, Cash Flow) with revenue forecasting, assumption management, and scenario analysis. Use this skill when the user needs to project financials, build a fundraising model, create financial projections for a business plan, or evaluate M&A targets — even if they say 'build a financial model', 'project our revenue', 'how much money will we make next year', or 'model this acquisition'.".

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Grad Diamond · charlieviettq bundle
"Apply Porter's Diamond Model to analyze national competitive advantage for a specific industry. Use this skill when the user needs to evaluate why certain nations dominate particular industries, assess a country's attractiveness for industry investment, or diagnose gaps in national competitiveness using the four determinants plus government and chance.".

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Grad Framing · charlieviettq bundle
"Apply framing theory to analyze how selection, emphasis, and exclusion shape interpretation of issues. Use this skill when the user needs to deconstruct media or organizational frames, evaluate how different frames affect audience perception and decision-making, or design strategic communication frames — even if they say 'how is this issue being portrayed', 'why do people see this differently', or 'how should we frame this message'.".

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Grad Pls Sem · charlieviettq bundle
"Apply Partial Least Squares SEM (PLS-SEM) with reflective and formative measurement models to maximize explained variance in endogenous constructs. Use this skill when the user has small samples, formative indicators, or exploratory models, needs to assess AVE/CR/HTMT, or when they ask 'should I use PLS or CB-SEM', 'how do I handle formative constructs', or 'what is the path coefficient significance'.".

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Grad Uppsala · charlieviettq bundle
"Apply the Uppsala Internationalization Model to analyze gradual foreign market entry based on psychic distance and experiential learning. Use this skill when the user needs to plan a staged internationalization sequence, understand why firms enter culturally similar markets first, or evaluate whether a firm's international expansion follows the establishment chain from export to subsidiary.".

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Codex · charlieviettq
OpenAI Codex CLI wrapper — three modes. (gstack).

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Guard · charlieviettq
"Full safety mode: destructive command warnings + directory-scoped edits. (gstack)".

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Learn · charlieviettq
Manage project learnings.

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Retro · charlieviettq bundle
Weekly engineering retrospective. (gstack).

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Hum Rhetoric · charlieviettq bundle
"Apply classical rhetoric — Ethos, Pathos, Logos — to analyze persuasive communication and craft effective arguments. Use this skill when the user needs to make a speech more persuasive, analyze why a piece of communication is effective, write a compelling proposal, or evaluate rhetorical strategies — even if they say 'make this more convincing', 'why is this speech so powerful', or 'how do I persuade the board'.".

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Hum Socratic · charlieviettq bundle
"Apply Socratic questioning — systematic inquiry via clarification, assumption-probing, evidence-testing, perspective-shifting, implication-tracing, and meta-questions — to coach learning or surface hidden assumptions in a person's reasoning. Use this skill when the user is explicitly facilitating learning, coaching a person through their own thinking, or needs a structured questioning sequence to probe a held belief, even if they say 'play devil's advocate on this claim' or 'how should I coach my team through this problem via questions'. Do NOT use for open-ended brainstorming, information gathering, or requirements-discovery question lists where no belief is being probed.".

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Infographics · charlieviettq bundle
"Create professional infographics using Nano Banana Pro AI with smart iterative refinement. Uses Gemini 3 Pro for quality review. Integrates research-lookup and web search for accurate data. Supports 10 infographic types, 8 industry styles, and colorblind-safe palettes.".

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Interview Me · charlieviettq
Extract user intent through structured one-question-at-a-time interviews before specs or implementation. Use when requirements are fuzzy, the user says "help me think through", or you need success criteria before planning.

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Law Contract · charlieviettq bundle
"Analyze contract fundamentals including formation requirements (offer, acceptance, consideration), essential clauses, and common risk areas. Use this skill when the user needs to review a contract, understand contract terms, identify risky clauses, or draft contract provisions — even if they say 'review this agreement', 'what should I watch out for in this contract', or 'is this clause standard'.".

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Med Business · charlieviettq bundle
"Use when writing financial news — earnings, IPO/M&A, regulatory changes, industry trends — from transcripts, filings, or investor materials. Activates business-beat workflow: financial-figure provenance, analyst-stake disclosure, securities-law risk, and number stewardship. Triggers on '寫一篇財報季報導', '分析這份財報', '整理 IPO 新聞', 'turn earnings call into a piece', 'write up M&A announcement'. Defers general craft to med-news-reporter. Do NOT use for press releases (pr-press-release), investment advice (fin-investment-thesis), or marketing (mkt-*).".

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Prose Polish · charlieviettq
Polish technical and stakeholder prose—clarity, tone, structure, and reducing generic AI-writing patterns. Use for blog posts, knowledge-base pages, READMEs, exec summaries, and user-facing copy before publish.

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Scikit Learn · charlieviettq bundle
Machine learning in Python with scikit-learn. Use when working with supervised learning (classification, regression), unsupervised learning (clustering, dimensionality reduction), model evaluation, hyperparameter tuning, preprocessing, or building ML pipelines. Provides comprehensive reference documentation for algorithms, preprocessing techniques, pipelines, and best practices.

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Soc Cialdini · charlieviettq bundle
"Apply Cialdini's six principles of persuasion — Reciprocity, Commitment/Consistency, Social Proof, Liking, Authority, and Scarcity — to analyze or design influence strategies. Use this skill when the user needs to make messaging more persuasive, analyze why a campaign works or doesn't, design sales or marketing copy, or understand social influence tactics — even if they say 'how do we convince people', 'why is this ad effective', or 'make this more persuasive'.".

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UX Heuristic · charlieviettq bundle
"Conduct heuristic evaluation of user interfaces using Nielsen's 10 usability principles. Use this skill when the user needs to audit a website, app, or interface for usability issues, prioritize UX improvements, or conduct a quick expert review without user testing — even if they say 'review this UI', 'find usability problems', or 'why do users struggle with our app'.".

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QA Expert · charlieviettq
"Use this agent when you need comprehensive quality assurance strategy, test planning across the entire development cycle, or quality metrics analysis to improve overall software quality.".

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Vendor Check · charlieviettq
Check the status of existing agreements with a vendor across all connected systems — CLM, CRM, email, and document storage — with gap analysis and upcoming deadlines. Use when onboarding or renewing a vendor, when you need a consolidated view of what's signed and what's missing (MSA, DPA, SOW), or when checking for approaching expirations and surviving obligations.

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Algo Mfg Fmea · charlieviettq bundle
"Conduct FMEA to systematically identify, prioritize, and mitigate potential failure modes. Use this skill when the user needs to assess product or process risks, prioritize corrective actions, or build a risk register — even if they say 'failure mode analysis', 'risk assessment', 'what could go wrong', or 'RPN calculation'.".

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Algo Rank Elo · charlieviettq bundle
"Implement Elo rating system to rank items or players from pairwise comparison outcomes. Use this skill when the user needs to rank items from head-to-head matchups, build a competitive rating system, or evaluate relative quality from comparison data — even if they say 'player rating', 'ranking from comparisons', or 'competitive scoring system'.".

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Algo Risk Var · charlieviettq bundle
"Calculate Value at Risk to estimate maximum portfolio loss at a given confidence level. Use this skill when the user needs to quantify downside risk, set risk limits, or report regulatory risk measures — even if they say 'worst case loss', 'portfolio risk', or 'how much could we lose'.".

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Biz Breakeven · charlieviettq bundle
"Perform break-even analysis to determine the sales volume or revenue needed to cover all costs. Use this skill when the user needs to calculate break-even point, assess margin of safety, evaluate operating leverage, or decide pricing and volume trade-offs — even if they say 'how many units do we need to sell', 'when will we be profitable', or 'what happens if we lower the price'.".

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Campaign Plan · charlieviettq
Generate a full campaign brief with objectives, audience, messaging, channel strategy, content calendar, and success metrics. Use when planning a product launch, lead-gen push, or awareness campaign, when you need a week-by-week content calendar with dependencies, or when translating a marketing goal into a structured, executable plan.

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Draft Content · charlieviettq
Draft blog posts, social media, email newsletters, landing pages, press releases, and case studies with channel-specific formatting and SEO recommendations. Use when writing any marketing content, when you need headline or subject line options, or when adapting a message for a specific platform, audience, and brand voice.

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Grad Sd Logic · charlieviettq bundle
"Apply Service-Dominant Logic (Vargo and Lusch, 2004) and value co-creation principles to reframe exchange and value creation. Use this skill when the user needs to redesign value propositions around service exchange, analyze co-creation dynamics between firms and customers, shift from goods-dominant to service-dominant thinking, or when they ask 'how is value created with customers', 'what is our service logic', or 'how do we enable co-creation'.".

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Grad Servqual · charlieviettq bundle
"Apply the SERVQUAL model (Parasuraman, Zeithaml, and Berry, 1988) to measure service quality gaps across five dimensions. Use this skill when the user needs to diagnose service quality shortfalls, benchmark customer expectations against perceptions, design service improvement programs, or when they ask 'where is our service failing', 'what do customers expect vs experience', or 'how do we measure service quality'.".

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Browse · charlieviettq bundle
Fast headless browser for QA testing and site dogfooding. (gstack).

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Canary · charlieviettq
Post-deploy canary monitoring. (gstack).

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Freeze · charlieviettq
Restrict file edits to a specific directory for the session. (gstack).

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Health · charlieviettq
Code quality dashboard. (gstack).

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IOS QA · charlieviettq bundle
Live-device iOS QA for SwiftUI apps. (gstack).

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606 published skills · page 2 of 7