finance-billing-ops

The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

finance-billing-ops

Evidence-first revenue, pricing, refunds, team-billing, and billing-model truth workflow for ECC. Use when the user wants a sales snapshot, pricing comparison, duplicate-charge diagnosis, or code-backed billing reality instead of generic payments advice.

finance-core-analysis

Generate stage-2 deep financial mechanism analysis markdown from a daily-finance brief plus current web verification. Use this skill whenever the user wants deeper macro/market analysis beyond daily news, asks for "核心分析"、"深度分析"、"机制分析"、"为什么市场这样走"、"帮我分析一下背后逻辑", or when the user references a daily-finance output and wants the second step of the pipeline before writing a 公众号爆款文章. Even if the user only says "深挖一下今天的市场" or "帮我分析这份财经简报", use this skill. This skill feeds finance-explosive-article as stage 2 of: daily-finance → finance-core-analysis → finance-explosive-article.

finance-beginner-explainer

Explain a finance-explosive-article markdown file for readers with weak financial knowledge by unpacking concepts, causal chains, examples, analogies, and transferable analysis methods. Use this skill whenever the user asks to "帮小白看懂"、"用简单语言解释"、"写一篇入门版"、"解读一下这篇文章"、"财经扫盲"、"怎么看懂这个市场"、turn a 德哥爆款文章 into a beginner guide, or produce stage-4 output of the daily finance pipeline. Even if the user only says "帮我把这篇文章讲得更通俗一点" or "普通人怎么理解这个", use this skill. This is stage 4 of: daily-finance → finance-core-analysis → finance-explosive-article → finance-beginner-explainer.

finance-weekly-outlook

Generate a source-backed weekly financial trading outlook from daily-finance, finance-core-analysis, and finance-explosive-article outputs plus fresh authoritative market data. Use when the user asks for future-one-week market outlook, weekly bullish/bearish sectors, stock picks, China A-share and US stock coverage, explicit buy/sell/hold trading plans, entry/exit levels, staged position sizing, sector rotation, or next-week investment opportunities; also use after the daily-finance → finance-core-analysis → finance-explosive-article pipeline when a concrete weekly action report is requested.

finance-explosive-article

Generate stage-3 high-impact 德哥风格 公众号 financial articles from daily-finance and finance-core-analysis outputs plus current web verification. Use this skill whenever the user wants a 公众号爆款文章, final financial commentary, "帮我写成文章"、"整理成爆款"、"德哥风格"、"公众号推文"、"写一篇深度文章"、"把分析写成文章发布", or the third and final step of the pipeline. Even if the user only says "帮我把今天的分析整理一下发出去", use this skill. This is stage 3 of: daily-finance → finance-core-analysis → finance-explosive-article.

finance-weekly-outlook

基于 daily-finance 和 finance-core-analysis 的产出，综合搜索权威市场数据（量价、资金流、VIX、北向、期权持仓、机构配置等），运用三因子定价模型和预期差框架，生成未来一周中美股市看涨/看空行业和个股的深度预测报告，包含明确操盘建议（买卖点、分段持仓、行动指南）。触发条件：用户提到"下周行情预测"、"下周看多看空"、"下周操盘"、"周报"、"未来一周"、"哪些股票值得关注"、"帮我选股"、"下周买什么"，或要求结合宏观与个股给出具体操盘建议时，必须使用本 skill。即使用户只说"帮我分析一下下周市场"或"有没有好的投资机会"，也应使用本 skill。这是 daily-finance → finance-core-analysis → finance-weekly-outlook 管线的第三步，也可以独立触发。

finance-beginner-explainer

Explain a finance-explosive-article markdown file for readers with weak financial knowledge by unpacking concepts, causal chains, examples, analogies, and transferable analysis methods. Use when the user asks to turn a daily finance explosive article, 德哥财经爆款文章, market commentary, or finance markdown into a beginner-friendly detailed interpretation saved under the current project's markdown directory.

finance-ops

AI-powered financial analysis suite. Generates executive CFO briefings from QuickBooks exports (P&L, Balance Sheet, General Ledger, Cash Flow, etc.) with anomaly detection, burn rate, runway analysis, and scenario modeling. Also estimates codebase development costs with organizational overhead and AI ROI analysis. Triggers on: 'CFO briefing', 'financial analysis', 'cost briefing', 'expense review', 'runway analysis', 'burn rate', 'cost estimate', 'how much would this cost to build', 'development cost', 'Claude ROI'.

linkedin-reader

Read LinkedIn for financial research using opencli (read-only). Use this skill whenever the user wants to read their LinkedIn feed, search for jobs in the finance/trading industry, view professional posts about markets or earnings, or gather professional sentiment from LinkedIn. Triggers include: "check my LinkedIn feed", "search LinkedIn for", "LinkedIn posts about", "what's on LinkedIn about AAPL", "finance jobs on LinkedIn", "LinkedIn market sentiment", "who's posting about earnings on LinkedIn", "LinkedIn feed", "professional network buzz", "what are analysts saying on LinkedIn", any mention of LinkedIn in context of reading financial news, market research, job searches, or professional commentary. This skill is READ-ONLY — it does NOT support posting, liking, commenting, connecting, or any write operations.