ToolSiftToolSift

Prompt Library

Prompts built for reviewable work.

Use prompt templates with variables, source-check warnings, failure modes, and human review steps before using AI output in public or production workflows.

Browse AI skills
WritingStandard review

Blog post outline from rough notes

Convert scattered notes into a reader-first article structure.

3 variables
ImageStandard review

Brand style image prompt

Turn brand attributes into image-generation directions that are specific and repeatable.

3 variables
LearningSource check required

Build a reading list from a topic

Create a staged reading plan and label which items require independent verification.

3 variables
ResearchSource check required

Compare two sources on the same topic

Find agreement, disagreement, missing context, and claims that require primary-source review.

3 variables
MarketingSource check required

Create a customer objection handling list

List likely objections, honest responses, and proof needed before using each claim.

3 variables
CodingStandard review

Create a debugging hypothesis list

Turn symptoms into ordered hypotheses, checks, and rollback-safe experiments.

3 variables
ResearchSource check required

Create questions before trusting an AI answer

Turn a polished AI answer into a review checklist that exposes weak assumptions.

3 variables
PresentationStandard review

Create speaker notes from slide bullets

Expand slide bullets into concise speaker notes without overloading the slide.

3 variables
CodingSource check required

Draft a deployment test plan

Plan setup checks, failure cases, and evidence needed before calling a tool production-ready.

3 variables
CodingStandard review

Explain an error message step by step

Convert a confusing error into likely causes, checks, and safe next actions.

3 variables
ProductivitySource check required

Extract FAQ from support tickets

Cluster support questions into FAQ entries and flag answers that need policy review.

3 variables
MarketingSource check required

Generate social posts from a blog article

Repurpose one article into channel-specific posts while keeping the original claim boundaries.

3 variables
CodingStandard review

Generate tests for an existing function

Create focused tests from current behavior before making implementation changes.

3 variables
WritingStandard review

Improve a weak introduction

Rewrite a flat introduction so it states the problem, reader value, and promise clearly.

3 variables
ImageStandard review

Negative prompt cleanup

Improve an image prompt by removing vague negatives and replacing them with concrete constraints.

3 variables
ProductivityStandard review

Prioritize tasks from a messy list

Turn a messy task list into a priority order with assumptions and next actions.

3 variables
ImageStandard review

Product photo image prompt

Create a product visual prompt with scene, lighting, composition, and brand constraints.

3 variables
CodingStandard review

Refactor a function safely

Ask AI to refactor code while preserving behavior, tests, and edge cases.

3 variables
CodingSource check required

Review code for edge cases

Ask for specific failure cases without letting the model rewrite the code too early.

3 variables
MarketingStandard review

Rewrite ad copy for different audiences

Create audience-specific copy variants without changing the offer or proof.

3 variables
WritingSource check required

Rewrite documentation for beginners

Rewrite dense documentation into beginner-friendly steps while preserving warnings.

3 variables
LearningStandard review

Simplify a technical idea for executives

Explain a complex technical idea in business terms without removing the risk caveats.

3 variables
ResearchSource check required

Summarize PDF claims with verification notes

Extract the core claims from a PDF and separate evidence from items that still need checking.

3 variables
ProductivitySource check required

Summarize user feedback themes

Group user feedback into themes, evidence quotes, and product decisions that still need review.

3 variables
WritingStandard review

Turn bullet points into a concise email

Transform messy bullets into a clear email with a specific ask and next step.

3 variables
ProductivityStandard review

Turn meeting notes into action items

Extract owners, decisions, deadlines, and unclear follow-ups from meeting notes.

3 variables
PresentationStandard review

Turn notes into a presentation outline

Create a slide-by-slide structure from rough notes and a target audience.

3 variables
ResearchSource check required

Turn research into a comparison table

Convert messy research notes into a table with criteria, evidence, and confidence level.

3 variables
ResearchSource check required

Write an AI tool evaluation scorecard

Create a repeatable scorecard for comparing tools on real workflow fit.

3 variables
MarketingStandard review

Write five cold email angles

Create distinct outreach angles without pretending the sender has facts they do not have.

3 variables