Design e Frontend

Surface in-task-collaboration protocols when the user describes an AI workflow informally — URL-as-entity-reference, PR-comment threads as session memory. Trigger when the user names entities by colloquial label instead of stable URL, asks "how should I structure this for Claude", or describes a multi-step Claude workflow without a durable handle. Apply reactively, not as a checklist.

Activate for: supply chain brief, weekly supply chain report, CPO report, COO report, procurement dashboard, supply chain dashboard, weekly report, executive brief, supply chain KPIs, supply chain metrics, procurement performance, logistics performance summary, vendor performance summary, AP performance, weekly update, supply chain status. NOT for: detailed vendor assessment (use vendor-assessment

Activate for: mudaraba, investment account, IAH, investment account holder, profit-sharing investment, mudarib, rabb ul mal, PER, IRR, profit equalization reserve, investment risk reserve, restricted investment account, unrestricted investment account, FAS 3, profit pool, profit distribution, weightage table, Islamic deposit.

Mutating operations on the user's Longbridge recurring-investment (DCA) plans — list (read-only), create a plan, update / pause / resume / stop a plan, view trade history, check eligibility. Requires longbridge login WITH TRADE SCOPE because every plan automatically commits real money on a schedule. Every mutation requires a two-step preview + confirm protocol, and `create` requires the user to re

Designs and compares supply chain network scenarios. Activate for: network design, supply chain network, warehouse location, distribution centre, DC placement, new DC, nearshoring, reshoring, offshoring, facility consolidation, network optimisation, make vs buy, sourcing location, scenario analysis, network scenario, scenario comparison, logistics network, node optimisation, where to warehouse, wh

This skill should be used when the user says "arch vision", "architecture vision", "arn arch vision", "define the architecture", "tech stack", "what technology should I use", "design the system", "system architecture", "how should I build this", "technology choices", "choose technologies", "pick a tech stack", or wants to explore technology options and define the high-level architecture for a gree

Activate for: go to market, GTM, GTM strategy, go-to-market, ICP, ideal customer profile, target customer, who to sell to, channel strategy, sales channel, how to acquire customers, customer acquisition, outreach strategy, LinkedIn outreach, cold email, sales process, sales funnel, pricing strategy, price point, pricing tiers, positioning statement, positioning, how to position, first customers, e

Trade execution modelling framework (backtesting analysis only) via Longbridge — covers slippage models (linear / square-root market impact), VWAP/TWAP execution logic, market impact cost estimation (Kyle lambda), volume participation rate (POV) strategy. Helps quant traders build realistic execution assumptions in backtests. Triggers: "执行模型", "滑点模型", "VWAP执行", "TWAP执行", "市场冲击", "执行成本", "成交量参与率",

Assess internal candidates for roles and succession planning. Activate for: talent match, internal mobility, internal candidate, succession planning, succession, who should be promoted, internal promotion, internal hire, talent pipeline, high potential, HIPO, development plan for promotion, readiness assessment, role fit, candidate assessment internal, compare candidates, talent review, career pat

IDFA is original research by the Panaversity team — pioneers in AI-native education and developers of the Agent Factory methodology. IDFA translates the principles of spec-driven, logic-first design into a deployable architecture for the Office of the CFO.

ADR / H-share / A-share cross-market pricing analysis via Longbridge Securities — tracks the premium or discount between US-listed ADRs, HK-listed H-shares, and A-shares; calculates theoretical arbitrage spread; analyses constraints (FX controls, transaction costs, liquidity). Triggers: "ADR溢价", "ADR折价", "AH溢价", "ADR套利", "美股ADR", "三地比价", "跨市场套利", "双重上市", "ADR溢價", "ADR折價", "AH溢價", "ADR套利", "三地比價",

Market microstructure analysis via Longbridge Securities — bid-ask spread, order-flow toxicity (large-order pressure), liquidity depth, price impact, and institutional order direction. Covers A-share call-auction analysis and HK block-trade mechanics. Triggers: "盘口分析", "微观结构", "订单流", "大单分析", "买卖价差", "逐笔分析", "买卖盘深度", "挂单墙", "主力动向", "集合竞价", "盤口分析", "微觀結構", "訂單流", "大單分析", "買賣價差", "逐筆分析", "買賣盤深度", "掛單