Micah Ellis (@micahellis)

Forked from@leilabose/multi-agent review, minus the vague advice

multi-agent review, minus the vague advice

I wanted help with multi-agent review without pretending the model knew facts I had not provided.

Micah Ellis

Give me a short checklist for multi-agent review. 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 - [ ] Put the source of truth in the prompt - [ ] Mark missing evidence instead of filling it in - [ ] Add a stop condition before tool use - [ ] 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.

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3200

Micah Ellis@micahellis·2w ago

Forked from@inesnavarro/The human review for automated workflows tutor prompt I saved

The human review for automated workflows tutor prompt I saved

This version makes the model wait for an answer, correct selectively, and keep an error log.

Micah Ellis

Tutor me on human review for automated workflows. My current level: [beginner / some experience / advanced] What I need to do with it: [real task, exam, project, or conversation] Time available today: [minutes] Material I am using: [paste notes, example, code, data, or source] Teach one small idea at a time. Start with a two-question diagnostic. Wait for my answer before explaining. Use one worked

Claudeclaude-opus-4.5

Good. Do these without looking anything up: 1. Explain human review for automated workflows in two sentences. 2. Give one situation where you would use it and one where you would not. I am checking your current model, not your vocabulary. A partial answer is more useful than a polished guess.

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6100

Micah Ellis@micahellis·2w ago

The using property-based tests tutor prompt I saved

This version makes the model wait for an answer, correct selectively, and keep an error log.

Micah Ellis

Tutor me on using property-based tests. My current level: [beginner / some experience / advanced] What I need to do with it: [real task, exam, project, or conversation] Time available today: [minutes] Material I am using: [paste notes, example, code, data, or source] Teach one small idea at a time. Start with a two-question diagnostic. Wait for my answer before explaining. Use one worked example,

Geminigemini-2.5-pro

Good. Do these without looking anything up: 1. Explain using property-based tests in two sentences. 2. Give one situation where you would use it and one where you would not. I am checking your current model, not your vocabulary. A partial answer is more useful than a polished guess.

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6215k

Micah Ellis@micahellis·4w ago

Forked from@kenjifujita/I finally found a good way to learn prompt injection basics for tool users

The prompt injection basics for tool users tutor prompt I saved

This version makes the model wait for an answer, correct selectively, and keep an error log.

Micah Ellis

Tutor me on prompt injection basics for tool users. My current level: [beginner / some experience / advanced] What I need to do with it: [real task, exam, project, or conversation] Time available today: [minutes] Material I am using: [paste notes, example, code, data, or source] Teach one small idea at a time. Start with a two-question diagnostic. Wait for my answer before explaining. Use one work

Geminigemini-2.5-pro

Good. Do these without looking anything up: 1. Explain prompt injection basics for tool users in two sentences. 2. Give one situation where you would use it and one where you would not. I am checking your current model, not your vocabulary. A partial answer is more useful than a polished guess.

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6214.5k

Micah Ellis@micahellis·1mo ago

The reviewing code written by an agent tutor prompt I saved

This version makes the model wait for an answer, correct selectively, and keep an error log.

Micah Ellis

Tutor me on reviewing code written by an agent. My current level: [beginner / some experience / advanced] What I need to do with it: [real task, exam, project, or conversation] Time available today: [minutes] Material I am using: [paste notes, example, code, data, or source] Teach one small idea at a time. Start with a two-question diagnostic. Wait for my answer before explaining. Use one worked e

Geminigemini-2.5-pro

Good. Do these without looking anything up: 1. Explain reviewing code written by an agent in two sentences. 2. Give one situation where you would use it and one where you would not. I am checking your current model, not your vocabulary. A partial answer is more useful than a polished guess.

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6211.1k

Micah Ellis@micahellis·2mo ago

The checking an A/B test before celebrating tutor prompt I saved

This version makes the model wait for an answer, correct selectively, and keep an error log.

Micah Ellis

Tutor me on checking an A/B test before celebrating. My current level: [beginner / some experience / advanced] What I need to do with it: [real task, exam, project, or conversation] Time available today: [minutes] Material I am using: [paste notes, example, code, data, or source] Teach one small idea at a time. Start with a two-question diagnostic. Wait for my answer before explaining. Use one wor

Geminigemini-2.5-pro

Good. Do these without looking anything up: 1. Explain checking an A/B test before celebrating in two sentences. 2. Give one situation where you would use it and one where you would not. I am checking your current model, not your vocabulary. A partial answer is more useful than a polished guess.

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6214.1k

Micah Ellis@micahellis·2mo ago

The tracking prompt versions and results tutor prompt I saved

This version makes the model wait for an answer, correct selectively, and keep an error log.

Micah Ellis

Tutor me on tracking prompt versions and results. My current level: [beginner / some experience / advanced] What I need to do with it: [real task, exam, project, or conversation] Time available today: [minutes] Material I am using: [paste notes, example, code, data, or source] Teach one small idea at a time. Start with a two-question diagnostic. Wait for my answer before explaining. Use one worked

Geminigemini-2.5-pro

Good. Do these without looking anything up: 1. Explain tracking prompt versions and results in two sentences. 2. Give one situation where you would use it and one where you would not. I am checking your current model, not your vocabulary. A partial answer is more useful than a polished guess.

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6214.8k

Public pits

multi-agent review, minus the vague advice

The human review for automated workflows tutor prompt I saved

The using property-based tests tutor prompt I saved

The prompt injection basics for tool users tutor prompt I saved

The reviewing code written by an agent tutor prompt I saved

The checking an A/B test before celebrating tutor prompt I saved

The tracking prompt versions and results tutor prompt I saved