MCP serverSave straight from your agent

About us How it works FAQ Blog Contact us

Home Explore Create Sign in

Explore

Loading…

Explore

Tagged #finance

Active New Most used Recommended

All AI & Prompt Engineering324 Engineering176 Data & Analytics89 Product4

Browse by tag

#ai314#chatgpt211#claude208#gemini208#prompting182#agents174#context-engineering172#coding160

Customer Success3

People & Recruiting4

Security & Compliance8

Other Professional1

#financeClear filters

SASamir Cruz@samircruz·3w ago

A smaller way to tackle a plain-English investment policy

This started as a messy question about a plain-English investment policy. The follow-up made the answer practical.

Samir Cruz

For a plain-English investment policy, should I build a complete plan first or test one small slice? I have limited time and I do not want throwaway work.

ChatGPTgpt-5

Test one slice, but choose a slice that crosses the riskiest part of the problem. A tiny easy demo will only prove the easy part. Use this decision rule: - If reversing the choice is cheap, try it. - If the choice locks in data, money, or other people’s time, write the full decision first. - If uncertainty is concentrated in one step, test that step before planning around it. For a plain-English investment policy, make the first test produce evidence you can compare, not just something that looks complete.

Show all 3 messages

3402.7k

ANAnika Brooks@anikabrooks·4w ago

I stopped guessing about comparing loan offers

I kept the useful constraints and dropped the role-play. It works better when the missing details are stated plainly.

Anika Brooks

For comparing loan offers, should I build a complete plan first or test one small slice? I have limited time and I do not want throwaway work.

Claudeclaude-opus-4.5

Test one slice, but choose a slice that crosses the riskiest part of the problem. A tiny easy demo will only prove the easy part. Use this decision rule: - If reversing the choice is cheap, try it. - If the choice locks in data, money, or other people’s time, write the full decision first. - If uncertainty is concentrated in one step, test that step before planning around it. For comparing loan offers, make the first test produce evidence you can compare, not just something that looks complete.

Show all 3 messages

3302.8k

TATalia Scott@taliascott·2w ago

Gemini found the hole in my freelance taxes and cash reserves plan

Not magic wording, just enough context and a clear definition of done. Easy to adapt.

Talia Scott

For freelance taxes and cash reserves, should I build a complete plan first or test one small slice? I have limited time and I do not want throwaway work.

Geminigemini-2.5-pro

Test one slice, but choose a slice that crosses the riskiest part of the problem. A tiny easy demo will only prove the easy part. Use this decision rule: - If reversing the choice is cheap, try it. - If the choice locks in data, money, or other people’s time, write the full decision first. - If uncertainty is concentrated in one step, test that step before planning around it. For freelance taxes and cash reserves, make the first test produce evidence you can compare, not just something that looks complete.

Show all 3 messages

3301.1k

NINico Ibrahim@nicoibrahim·1mo ago

Gemini found the hole in my a budget after three weird months plan

Sharing the wording because it gave me something I could check instead of a confident wall of text.

Nico Ibrahim

For a budget after three weird months, should I build a complete plan first or test one small slice? I have limited time and I do not want throwaway work.

Geminigemini-2.5-pro

Test one slice, but choose a slice that crosses the riskiest part of the problem. A tiny easy demo will only prove the easy part. Use this decision rule: - If reversing the choice is cheap, try it. - If the choice locks in data, money, or other people’s time, write the full decision first. - If uncertainty is concentrated in one step, test that step before planning around it. For a budget after three weird months, make the first test produce evidence you can compare, not just something that looks complete.

Show all 3 messages

3402.8k

TATalia Scott@taliascott·2mo ago

A blunt review of my approach to freelance taxes and cash reserves

I wanted help with freelance taxes and cash reserves without pretending the model knew facts I had not provided.

Talia Scott

Give me a short checklist for freelance taxes and cash reserves. I want something I can run before I call the work done.

ChatGPTgpt-5

Use this pass: - [ ] The goal is one sentence and names the user or decision - [ ] Inputs are current, relevant, and traceable - [ ] Assumptions are visible - [ ] Separate known amounts from estimates - [ ] Compare total cost, not the monthly number - [ ] Keep a conservative case - [ ] One failure case has been tested - [ ] The next owner and next action are clear If you cannot check an item, mark it unknown. Do not quietly treat unknown as done.

Show all 3 messages

3403.9k

SASamir Cruz@samircruz·2mo ago

a plain-English investment policy: the version with actual constraints

The useful bit was asking for trade-offs and a smallest test before committing to a full plan.

Samir Cruz

Give me a short checklist for a plain-English investment policy. I want something I can run before I call the work done.

Claudeclaude-opus-4.5

Use this pass: - [ ] The goal is one sentence and names the user or decision - [ ] Inputs are current, relevant, and traceable - [ ] Assumptions are visible - [ ] Separate known amounts from estimates - [ ] Compare total cost, not the monthly number - [ ] Keep a conservative case - [ ] One failure case has been tested - [ ] The next owner and next action are clear If you cannot check an item, mark it unknown. Do not quietly treat unknown as done.

Show all 3 messages

3304k

ANAnika Brooks@anikabrooks·2w ago

Forked from@jonahokafor/ChatGPT was overcomplicating salary research, so I reset the question

The question that cleaned up comparing loan offers

Not magic wording, just enough context and a clear definition of done. Easy to adapt.

Anika Brooks

Help me compare total cost, fees, rate changes, and early repayment terms across loans. Context: - Goal: [what a good result lets me do] - Current situation: [paste notes, draft, data, or constraints] - Audience: [who will use the result] - Deadline or limit: [time, budget, tools, length] Before answering, ask up to three questions only if the answers would materially change your recommendation. O

Claudeclaude-opus-4.5

This is usable as written. The important parts are the definition of done, the instruction to expose assumptions, and the request for a smallest test. For comparing loan offers, I would start with these checks: - Separate known amounts from estimates - Compare total cost, not the monthly number - Keep a conservative case If you share real material, remove anything private first and replace bracketed fields with concrete details.

Show all 3 messages

34057

NINico Ibrahim@nicoibrahim·2mo ago

My notes from fixing a budget after three weird months

The useful bit was asking for trade-offs and a smallest test before committing to a full plan.

Nico Ibrahim

I am stuck on a budget after three weird months. I need to build a baseline budget from irregular spending without treating every outlier as normal, but my current attempt is getting vague and too big. What would you check first?

ChatGPTgpt-5

First, shrink the decision. Do not solve the whole subject at once. 1. Separate known amounts from estimates. 2. Compare total cost, not the monthly number. 3. Keep a conservative case. Write down the result you need by the end of this session. Then choose one input you trust and make a first pass that can be checked. If that pass fails, you will know which assumption to revisit instead of starting over.

Show all 3 messages

3402.9k

TATalia Scott@taliascott·3mo ago

How I ask for help with freelance taxes and cash reserves

I kept the useful constraints and dropped the role-play. It works better when the missing details are stated plainly.

Talia Scott

Be blunt about my plan for freelance taxes and cash reserves. I am going to collect everything, ask for a polished answer, and fix details later. What is likely to go wrong?

Claudeclaude-opus-4.5

Three things. - “Everything” has no boundary, so weak inputs and strong inputs will be treated alike. - A polished answer can hide missing evidence. Ask for gaps and assumptions before prose. - “Fix details later” means there is no acceptance test now. A safer sequence is: define the decision, choose the minimum trusted inputs, make an ugly first pass, check it, then polish. For this task, compare total cost, not the monthly number.

Show all 3 messages

3404k

TATalia Scott@taliascott·1mo ago

My notes from fixing freelance taxes and cash reserves

The first answers were broad enough to be useless. This version asks for assumptions, evidence, and a next step.

Talia Scott

I am stuck on freelance taxes and cash reserves. I need to estimate a conservative tax reserve and monthly owner pay from uneven income, but my current attempt is getting vague and too big. What would you check first?

ChatGPTgpt-5

First, shrink the decision. Do not solve the whole subject at once. 1. Separate known amounts from estimates. 2. Compare total cost, not the monthly number. 3. Keep a conservative case. Write down the result you need by the end of this session. Then choose one input you trust and make a first pass that can be checked. If that pass fails, you will know which assumption to revisit instead of starting over.

Show all 3 messages

3301.2k

SASamir Cruz@samircruz·3mo ago

I asked Gemini for a second opinion on a plain-English investment policy

Sharing the wording because it gave me something I could check instead of a confident wall of text.

Samir Cruz

Be blunt about my plan for a plain-English investment policy. I am going to collect everything, ask for a polished answer, and fix details later. What is likely to go wrong?

Geminigemini-2.5-pro

Three things. - “Everything” has no boundary, so weak inputs and strong inputs will be treated alike. - A polished answer can hide missing evidence. Ask for gaps and assumptions before prose. - “Fix details later” means there is no acceptance test now. A safer sequence is: define the decision, choose the minimum trusted inputs, make an ugly first pass, check it, then polish. For this task, compare total cost, not the monthly number.

Show all 3 messages

3304.1k

ANAnika Brooks@anikabrooks·3mo ago

ChatGPT was overcomplicating comparing loan offers, so I reset the question

The first answers were broad enough to be useless. This version asks for assumptions, evidence, and a next step.

Anika Brooks

Be blunt about my plan for comparing loan offers. I am going to collect everything, ask for a polished answer, and fix details later. What is likely to go wrong?

ChatGPTgpt-5

Three things. - “Everything” has no boundary, so weak inputs and strong inputs will be treated alike. - A polished answer can hide missing evidence. Ask for gaps and assumptions before prose. - “Fix details later” means there is no acceptance test now. A safer sequence is: define the decision, choose the minimum trusted inputs, make an ugly first pass, check it, then polish. For this task, compare total cost, not the monthly number.

Show all 3 messages

3404.1k

SASamir Cruz@samircruz·2mo ago

The checklist I use for a plain-English investment policy

A compact prompt and the response it produced. Replace the bracketed parts with your own details.

Samir Cruz

I am stuck on a plain-English investment policy. I need to write simple rules for contributions, allocation, rebalancing, and panic prevention, but my current attempt is getting vague and too big. What would you check first?

Claudeclaude-opus-4.5

First, shrink the decision. Do not solve the whole subject at once. 1. Separate known amounts from estimates. 2. Compare total cost, not the monthly number. 3. Keep a conservative case. Write down the result you need by the end of this session. Then choose one input you trust and make a first pass that can be checked. If that pass fails, you will know which assumption to revisit instead of starting over.

Show all 3 messages

3401.3k

NINico Ibrahim@nicoibrahim·3mo ago

How I ask for help with a budget after three weird months

A compact prompt and the response it produced. Replace the bracketed parts with your own details.

Nico Ibrahim

Be blunt about my plan for a budget after three weird months. I am going to collect everything, ask for a polished answer, and fix details later. What is likely to go wrong?

Claudeclaude-opus-4.5

Three things. - “Everything” has no boundary, so weak inputs and strong inputs will be treated alike. - A polished answer can hide missing evidence. Ask for gaps and assumptions before prose. - “Fix details later” means there is no acceptance test now. A safer sequence is: define the decision, choose the minimum trusted inputs, make an ugly first pass, check it, then polish. For this task, compare total cost, not the monthly number.

Show all 3 messages

3304.2k

ANAnika Brooks@anikabrooks·2mo ago

I needed a usable answer on comparing loan offers

I wanted help with comparing loan offers without pretending the model knew facts I had not provided.

Anika Brooks

I am stuck on comparing loan offers. I need to compare total cost, fees, rate changes, and early repayment terms across loans, but my current attempt is getting vague and too big. What would you check first?

Geminigemini-2.5-pro

First, shrink the decision. Do not solve the whole subject at once. 1. Separate known amounts from estimates. 2. Compare total cost, not the monthly number. 3. Keep a conservative case. Write down the result you need by the end of this session. Then choose one input you trust and make a first pass that can be checked. If that pass fails, you will know which assumption to revisit instead of starting over.

Show all 3 messages

3301.3k

ANAnika Brooks@anikabrooks·2mo ago

comparing loan offers, minus the vague advice

Not magic wording, just enough context and a clear definition of done. Easy to adapt.

Anika Brooks

Give me a short checklist for comparing loan offers. I want something I can run before I call the work done.

Geminigemini-2.5-pro

Use this pass: - [ ] The goal is one sentence and names the user or decision - [ ] Inputs are current, relevant, and traceable - [ ] Assumptions are visible - [ ] Separate known amounts from estimates - [ ] Compare total cost, not the monthly number - [ ] Keep a conservative case - [ ] One failure case has been tested - [ ] The next owner and next action are clear If you cannot check an item, mark it unknown. Do not quietly treat unknown as done.

Show all 3 messages

3401.4k

NINico Ibrahim@nicoibrahim·3w ago

What finally made a budget after three weird months click for me

This started as a messy question about a budget after three weird months. The follow-up made the answer practical.

Nico Ibrahim

Help me build a baseline budget from irregular spending without treating every outlier as normal. Context: - Goal: [what a good result lets me do] - Current situation: [paste notes, draft, data, or constraints] - Audience: [who will use the result] - Deadline or limit: [time, budget, tools, length] Before answering, ask up to three questions only if the answers would materially change your recomme

Geminigemini-2.5-pro

This is usable as written. The important parts are the definition of done, the instruction to expose assumptions, and the request for a smallest test. For a budget after three weird months, I would start with these checks: - Separate known amounts from estimates - Compare total cost, not the monthly number - Keep a conservative case If you share real material, remove anything private first and replace bracketed fields with concrete details.

Show all 3 messages

330114

TATalia Scott@taliascott·3mo ago

What finally made freelance taxes and cash reserves click for me

I wanted help with freelance taxes and cash reserves without pretending the model knew facts I had not provided.

Talia Scott

Help me estimate a conservative tax reserve and monthly owner pay from uneven income. Context: - Goal: [what a good result lets me do] - Current situation: [paste notes, draft, data, or constraints] - Audience: [who will use the result] - Deadline or limit: [time, budget, tools, length] Before answering, ask up to three questions only if the answers would materially change your recommendation. Oth

Geminigemini-2.5-pro

This is usable as written. The important parts are the definition of done, the instruction to expose assumptions, and the request for a smallest test. For freelance taxes and cash reserves, I would start with these checks: - Separate known amounts from estimates - Compare total cost, not the monthly number - Keep a conservative case If you share real material, remove anything private first and replace bracketed fields with concrete details.

Show all 3 messages

3402.6k

SASamir Cruz@samircruz·3mo ago

The a plain-English investment policy prompt I actually kept

The useful bit was asking for trade-offs and a smallest test before committing to a full plan.

Samir Cruz

Help me write simple rules for contributions, allocation, rebalancing, and panic prevention. Context: - Goal: [what a good result lets me do] - Current situation: [paste notes, draft, data, or constraints] - Audience: [who will use the result] - Deadline or limit: [time, budget, tools, length] Before answering, ask up to three questions only if the answers would materially change your recommendati

ChatGPTgpt-5

This is usable as written. The important parts are the definition of done, the instruction to expose assumptions, and the request for a smallest test. For a plain-English investment policy, I would start with these checks: - Separate known amounts from estimates - Compare total cost, not the monthly number - Keep a conservative case If you share real material, remove anything private first and replace bracketed fields with concrete details.

Show all 3 messages

3302.6k

NINico Ibrahim@nicoibrahim·3mo ago

A blunt review of my approach to a budget after three weird months

This started as a messy question about a budget after three weird months. The follow-up made the answer practical.

Nico Ibrahim

Give me a short checklist for a budget after three weird months. I want something I can run before I call the work done.

ChatGPTgpt-5

Use this pass: - [ ] The goal is one sentence and names the user or decision - [ ] Inputs are current, relevant, and traceable - [ ] Assumptions are visible - [ ] Separate known amounts from estimates - [ ] Compare total cost, not the monthly number - [ ] Keep a conservative case - [ ] One failure case has been tested - [ ] The next owner and next action are clear If you cannot check an item, mark it unknown. Do not quietly treat unknown as done.

Show all 3 messages

3301.4k

The pitter@pitter·1w ago

How to measure generative AI ROI

A copy-ready, evidence-first prompt for the timely question: How should we measure ROI from generative AI?

The pitter

What is the best prompt for this trending question: How should we measure ROI from generative AI?

ChatGPTgpt-5.6

## Copy-ready prompt ```text Act as a finance transformation leader. Answer this question: “How should we measure ROI from generative AI?” Objective: build a defensible ROI model for generative AI initiatives. First, ask up to five concise questions needed to tailor the analysis. If no answers are available, state reasonable assumptions and continue. Use current information as of today; browse authoritative primary sources where possible, distinguish facts from inference, and cite every time-sensitive claim with a direct link and publication date. Cover: baseline labor and quality, adoption, a

Open conversation

2000

#software-learning100

#data-literacy50

#prompt-template50

#trending-questions50