A decision board for evidence-based calls — the human adjudicates, the agent runs the errands. Three layers (sources → ideas → output) in plain markdown, synced on the human's command, projected onto a visual canvas. Use for vendor/tool selection, literature reviews, due diligence, competitive analysis, or any…
Generate a user-facing Chinese US stock market closing daily report as a polished self-contained HTML file under research/daily-reports/. Use when the user asks for "美股日报", "美股收盘日报", "AIFi日报", "每日研究日报", "US stock daily report", "昨夜美股", "美股复盘", "今天研究汇总", or when a scheduled daily AIFi agent run needs the final daily…
Create and maintain persistent AIFi research archives in the current repository. Use when collecting, saving, deduplicating, citing, or reusing source materials such as markdown notes, filings, PDFs, images, transcripts, charts, datasets, and generated research artifacts under research/.
Send transactional or operational emails for AIFi through the authenticated Resend CLI. Use when the user asks to send, draft-and-send, test, schedule, or verify email delivery from the AIFi sender address [email protected] using Resend.
A reporting workflow that turns a long, complex analysis into an interactive HTML briefing for a decision-maker. It organizes conclusions, evidence, comparisons, and visual explanations around a specific decision.
Reflective tarot readings for decision support and personal insight. Use when users request tarot readings, card interpretations, or reflective guidance on decisions, relationships, career choices, or personal growth. Triggers include "do a tarot reading", "pull cards for", "tarot spread", "interpret these cards", or…
Produce a local HTML page a human can actually read and decide from - either a narrative decision brief or an item-by-item technical review page. Triggers when the user says "write this up as an HTML page for me", "I don't follow, give me the full context", "make me a decision page / review page", "pull the last few…
Research a rough or consequential request, turn it into a clear brief, compare realistic options, test key assumptions, choose a next step, and produce the files needed to act. Use when a product, feature, system, technology, business, communication, or visual request still needs discovery, evidence, validation, a…
A business-strategy discussion role based on Jeff Bezos’s publicly known ways of thinking, including starting with customer needs, planning for the long term and looking for reinforcing business activities.
A management-review role based on Peter Drucker’s ideas about effective work, responsibility, contribution, and resource use. It applies those ideas to structured business discussions.
A strategic-review role based on Andy Grove’s ideas about major market or technology shifts and disciplined execution. It examines whether a situation is a strategic turning point rather than a routine efficiency project.
Instructions for any agent model (Claude, Codex, agy/Gemini, Kimi) to build, maintain, and connect an empirical Theory-of-Mind model of ITS user from its own interaction logs to memory/rule files/system prompt. Activates when "build a ToM/decision avatar for my user", "Theory of Mind system user model"…
A method for building a model of how a particular user tends to make decisions from records of past conversations. It keeps that model in files that an AI agent can use alongside its memory or instructions.
Coordination strategies for AI agents working in parallel or hierarchically — 5 multi-agent patterns (Epstein, Hierarchy, Stigmergy, Consensus, Specialist). Bundled dependency of build-your-users-mind; its stage-2 classification uses Hierarchy + Stigmergy.
Run The Crucible (圆桌萃鉴), a rigorous evidence-backed multi-reviewer review. Configure a confirmed table, preserve separate first passes, mechanically compare per-item findings, adjudicate objections against primary evidence, and produce traceable consensus and unresolved decisions. Use when the user explicitly asks for…
A two-level assistant for analysing Chinese stocks, sectors, and investment themes. It can provide a normal analysis or, after confirmation, a deeper financial review that may consider holdings and risk-budget position suggestions.
A stock-screening tool that starts with an established investment theme and finds related exchange-traded funds and leading companies. It ranks the candidates by factors such as strength, money flow, liquidity, and potential price movement.
Invoke only when the user explicitly mentions $crux. When invoked, analyze papers, coach research, or support consequential decisions by finding the variable that could change the outcome, separating evidence from rhetoric, and controlling how much help to reveal. Do not activate for ordinary paper, research, or…