4 Trading Agents Research One Stock (With Sources)
Bull, Bear, Risk, and Judge agents each research one stock with sources, then write one brief. Why it matters: one hot take is easy; four roles catch bias. Research only — not a buy button.
Work prompt series
Stock and portfolio research prompts
Research prompts that pull filings and news first: compare stocks, read earnings, stress-test a portfolio, and check valuation math. Research only, not investment advice.
18 prompts in this series. Each prompt page shows the full prompt, the variables to fill in, the models it was tested with, and example output.
All prompts in this series
18 stock and portfolio research prompts
Build a Portfolio That Has a Job for Every Dollar
This form gives each part of a portfolio a role, from core holdings to satellites, and adds rules for Why it matters: a written plan is easier to follow than guesses made during a scary market day. Research only — not a buy
Bull vs Bear Debate, Then One Calm Summary
Two sides argue with sources, then you get one calm summary. Why it matters: hearing only the bull case is how people get surprised.
Check My Portfolio Risk (Needs Your Holdings List)
Checks risk only after you give your holdings list (and prices if needed). Why it matters: it won't invent what you own.
Compare Two Stocks With Sources
Side-by-side compare of two stocks using numbers you can check. Why it matters: picking without a fair compare is guessing.
Design an Income Stream, Then Check Its Safety
This form builds a dividend watchlist, scores dividend safety, and estimates income and compounding. Why it matters: a high yield is not the same thing as a safe, lasting payment. Research only — not a buy tip.
Earnings Report Explained in Plain English
Turns a messy earnings report into simple points a school kid can follow. Why it matters: jargon hides the real story.
Find the Moat in a Crowded Industry
This form compares rivals, moats, market share, threats, and catalysts to find what makes one company stand out. Why it matters: a good product alone does not prove a durable edge. Research only — not a buy tip.
Hunt for Repeatable Patterns, Not Market Myths
This form checks seasonal, event, ownership, options, and earnings patterns in a stock’s history. Why it matters: it asks whether an apparent edge survives careful data checks. Research only — not a buy tip.
India Stock Research Prompt (Pulls Real Data First)
Looks up India market facts before it talks about a stock. Why it matters: guessing with money hurts. Research only — not a buy tip.
Make the Valuation Math Show Its Work
This form estimates what a company may be worth by forecasting cash it could produce. Why it matters: seeing the assumptions and sensitivity table makes fragile valuations easier to spot. Research only — not a buy tip.
Map the Economy’s Ripple Effects Across Your Holdings
This form connects rates, inflation, growth, currencies, jobs, policy, and geopolitics to a portfolio. Why it matters: big economic changes can affect different sectors in opposite ways. Research only — not a buy tip.
Monday Market One-Pager (India or US)
Weekly one-page market brief for India or US from fresh sources. Why it matters: Monday chaos is calmer with one page.
Read the Earnings Tea Leaves Before the Call
This form compares estimates, recent results, guidance, options signals, and possible good or bad outcomes around earnings. Why it matters: it helps you see what the market is actually watching. Research only — not a buy tip.
Screen Stocks Like Goldman Before You Spend a Dollar
This form finds stocks that match your rules and puts the key numbers side by side. Why it matters: a checklist can stop you from chasing a shiny name. Research only — not a buy tip.
Stress-Test Your Portfolio Before the Storm
This form checks how your holdings might behave together in bad conditions. Why it matters: it reveals concentration, liquidity, and shock risks that a simple return number can hide. Research only — not a buy tip.
Turn Price Charts Into a Clear Trade Map
This form reads trends, levels, indicators, patterns, and risk-to-reward in plain language. Why it matters: it turns a busy chart into a repeatable checklist instead of a hunch. Research only — not a buy tip.
US Stock Research Prompt (Filings + News First)
Starts from US company reports and news it can point to — not vibes. Why it matters: stories without sources are just stories.
Work prompts
More work prompt series
Career and workplace prompts
38 prompts · Prompts for promotions, offers, negotiations, resignations, networking, and 30-60-90 day plans, many with role-specific versions.
Data analysis and analytics prompts
30 prompts · Prompts for KPI trees, metric definitions, cohort and funnel narratives, experiment write-ups, tracking plans, and turning SQL or dashboards into plain English.
Startup and business planning prompts
23 prompts · Lean canvas, board updates, investor emails, pitch deck outlines, OKRs, pricing strategy, hiring plans, and contract red flags.
Product design and UX prompts
20 prompts · UX critiques, accessibility reviews, design specs, error and empty state copy, personas, and handoff notes.
B2B sales prompts
18 prompts · Discovery scripts, battlecards, objection handling, MEDDIC prep, mutual action plans, QBRs, renewals, and RFP responses.
Business finance prompts
13 prompts · Cash flow narratives, runway scenarios, board financial summaries, monthly close checklists, and invoice follow-ups.
Resume, cover letter, and interview prompts
10 prompts · Tailor your resume and cover letter to a job description, prepare interview stories, and review how an interview went.
Meeting, memo, and stakeholder update prompts
9 prompts · Turn meetings, documents, and discussions into decisions, briefs, and updates for different audiences.
LinkedIn profile writing prompts
8 prompts · Rewrite your LinkedIn headline, About section, and experience bullets, audit your profile like a recruiter, and write posts and connection requests.
Returnship application prompts
4 prompts · Returnship applications that explain a career break with confidence, in design, operations, product, and sales versions.
Volunteer impact resume bullet prompts
4 prompts · Turn volunteer work into measurable resume bullets for design, operations, sales, or tech roles.