Business & Operations

Use when Derek explicitly asks CEO Agent to generate, refresh, reconcile, or score an on-demand sales weekly report from current targets and Fxiaoke CRM actuals.

RFP(제안요청서) 분석 및 입찰 제안서 자동 생성 (PPTX / HTML+Figma). 사용자가 \"제안서\", \"제안요청서\", \"RFP\", \"입찰\", \"PPTX 생성\", \"slide_kit\", \"테스트 폴더\", \"제안서 만들어\", \"제안서 제작\", \"proposal\", \"HTML 제안서\", \"Figma 제안서\" 등을 언급할 때 활성화.

RFP(제안요청서) 분석 및 입찰 제안서 자동 생성 (PPTX / HTML+Figma). 사용자가 \"제안서\", \"제안요청서\", \"RFP\", \"입찰\", \"PPTX 생성\", \"slide_kit\", \"테스트 폴더\", \"제안서 만들어\", \"제안서 제작\", \"proposal\", \"HTML 제안서\", \"Figma 제안서\" 등을 언급할 때 활성화.

제안서 디자인 에이전트. 승인된 proposal_script.md를 generate_제안서.py Python 코드로 변환합니다. slide_kit.py 함수 시그니처, VStack 레이아웃 계산, 7대 디자인 패턴, 겹침/넘침 방지, Dark-Light Rhythm을 적용합니다. 트리거: 디자인, 코드 생성, 레이아웃, VStack, slide_kit, 겹침, 넘침, COLS, GRID, FLOW, CHART, TABLE, HIGHLIGHT, KPIS, COMPARE, TIMELINE, PYRAMID, MATRIX, 그림자, 카드, Hero, Bento, Comparison

캠페인 브레인스토밍 에이전트. 3인 전문가 에이전트(전략가/크리에이터/데이터분석가)가 개별 브레인스토밍 후 크로스리뷰 토론으로 최적안을 도출합니다. campaign_brief.md 생성 → 제안서 파이프라인(Step 3)으로 연계. 트리거: 브레인스토밍, 캠페인 기획, 아이디어, brainstorm, 캠페인 전략, 크리에이티브

High-performance data manipulation with lazy/eager execution, expressions, I/O (CSV, Parquet, JSON), aggregations, joins, string/datetime ops, and pandas interop. Covers performance optimization patterns and common anti-patterns. DAAF's default DataFrame library — all pipeline code uses Polars, not pandas. Use for any DataFrame operation, reading/writing Parquet files, or migrating existing pandas code to Polars. R equivalent: tidyverse (use when execution language is R).

> [!info] What it does > Evaluate a local Codex skill in engineer-friendly terms. Use when the user says "evaluate this skill", "give me an analysis of the game dev skill", "audit this skill", "why did this score that way", "what should I fix first", or asks for a skill-specific report before benchmarking it. **Source:** [skills/evaluate-skill/SKILL.md](../../../skills/evaluate-skill/SKILL.md) · **Domain:** [Vault, Skills & Workflow Meta](../../maps/vault-meta.md) · **Table:** [skills.bas...

> [!info] What it does > Orchestrates zero-to-running-app in 8 stages — prerequisites → context → provision → model → load → explore → query → build. Each stage reads its own reference file. Supports HITL and fully autonomous operation. Use when starting a new Neo4j project from scratch, provisioning Aura, generating synthetic data, building a notebook or app, or running the full onboarding pipeline. Time budget ≤15 min autonomous, ≤90 min HITL. Does NOT cover Cypher query authoring — use neo...

Zoom Meeting SDK for React Native. Use when embedding Zoom meetings in React Native iOS/Android apps with @zoom/meetingsdk-react-native, JWT auth, join/start flows, platform setup, and native bridge troubleshooting.

Zoom Contact Center SDK for Web. Use for web chat/video/campaign embeds, engagement event handling, app-context integrations, and Smart Embed postMessage workflows.

Write, create, modernize, or fix comprehensive MSTest unit tests with MSTest 3.x/4.x APIs. USE FOR: write, create, review, or modernize MSTest tests and assertions, better MSTest assertion than Assert.IsTrue, replace hard cast with IsInstanceOfType, MSTest assertion APIs (Contains, ContainsSingle, HasCount, IsEmpty, IsNotEmpty, DoesNotContain, AreSame, IsNull, StartsWith, EndsWith, MatchesRegex, IsGreaterThan, IsLessThan, IsInRange), swapped/reversed Assert.AreEqual args (Expected/Actual back...

Cash conversion cycle, earnings quality, and working capital deep-dive

Customize macOS SwiftUI windows and scene behavior. Use when tuning window chrome, drag regions, placement, restoration, launch behavior, or borderless windows.

Expert-thinking profile for Welding & Joining Engineer (fabrication / procedure qualification / NDT & distortion control): Reasons from heat input, t8/5, HAZ metallurgy, and restraint/shrinkage through AWS D1.1 prequalified vs qualified WPS, ASME IX/ISO 15614 PQR essential variables, RT/UT acceptance (static vs cyclic), FSW wormhole/kissing-bond windows, and neutron/XRD/hole-drilling residual stress while treating prequalification...

Prepare and optimize browser-game 3D assets. Use when the user asks for GLB or glTF shipping work, including Blender cleanup and export, collision or LOD setup, compression, texture packaging, and runtime validation.

Expert-thinking profile for Water Resources Scientist (hydrologic modeling / groundwater-surface coupling / water-budget allocation / remote sensing (GRACE, OpenET) / climate-water planning): Reasons from hydrologic-cycle mass and energy balance, green-versus-blue water, and nonstationarity through MODFLOW, SWAT/HEC-RAS, WEAP, Budyko closure, and multi-objective KGE/NSE calibration while treating equifinality, unaccounted return flows and stream depletion, single-drought-year safe yield, and...

Expert-thinking profile for Water Resources Engineer (design / engineering / hydrology & floodplain): Watershed hydrology through HEC-HMS into HEC-RAS floodplain and stormwater BMP design — catchment balance, DSS coupling, FEMA products, and quantity/quality detention with defensible calibration.

VDR Index Setup skill for Datasite deal rooms. Use this skill whenever a user wants to create, propose, design, or set up a Virtual Data Room (VDR) index or folder structure for a deal. Triggers include: "set up a data room", "create a VDR index", "build a deal room structure", "prepare the index", "set up the fileroom", "I need a data room for [deal/company]", or any request to organise or structure documents for due diligence. Also triggers when a user wants to replicate an existing deal ro...

Expert-thinking profile for Urban & Infrastructure Planner (policy / capital programming / asset management): Reasons from comp plan–FLUM–zoning consistency through Euclidean/form-based overlays, CIP/TIP–STIP and ISO 55001/IIMM asset portfolios, ArcGIS Urban parcel workflows, and CEJST/AFFH/Justice40 equity screening while treating FLUM–zoning mismatch, CRS topology errors, and unfunded backlog as first-class failure modes.

Bottoms-up unit economics decomposition for any public company

Use when using Zoom UI Toolkit.

Use when the user wants to use the UCP CLI to find, compare, buy, or track products from online merchants, or to set up and troubleshoot the local UCP profile required for merchant-scoped operations. Covers global catalog search (\"find me X under $Y\"), named-merchant transactions (\"buy this from Z.com\"), order tracking, `ucp profile init`, `ucp doctor`, carts, checkout, orders, and UCP setup/help. Falls back to merchant-hosted handoff when direct in-protocol checkout isn't available.

Extract a DDD-style ubiquitous language glossary from the current conversation, flagging ambiguities and proposing canonical terms. Saves to UBIQUITOUS_LANGUAGE.md. Use when user wants to define domain terms, build a glossary, harden terminology, create a ubiquitous language, or mentions "domain model" or "DDD".

Use when building Twilio Enterprise Knowledge workflows for AI or human agents, including provisioning a knowledge base, adding website, PDF, or text sources, semantic search, or grounding responses in approved organization content. Use this for enterprise business knowledge; use `twilio-customer-memory` for person-specific customer context.