Ranked findings from this diff
Review this diff for #language#. Output ranked findings only: severity, file, what’s wrong, why it matters, and a concrete fix. Categories: correctness, edge cases, API shape, tes…
#review
48 community prompts tagged “review” for ChatGPT, Claude, Gemini, and other assistants. Code, writing, and strategy reviews with a consistent rubric. Copy any template or import it into Open Prompt Manager.
48 prompts
Name the tests this PR is missing
From this diff, list the tests that should exist and do not. For each: name, setup, assert, and the failure it would catch. Skip tests that only restyle. Language: #language#. Dif…
Constructive feedback message
Write constructive feedback for #recipient# about #situation#. Notes: #notes# Constraints: - Be specific and fair - Separate observation from impact - Include one practical sugges…
Performance review self-summary
Turn these notes into a performance review self-summary. Role or scope: #topic# Evidence: #notes# Tone: confident, specific, and not exaggerated. Output: 1. Key achievements 2. Me…
Rewrite for clarity
Rewrite the text below for clarity and flow. Audience: #audience#. Tone: #tone#. Text: #text# Keep the meaning intact. Remove clutter, fix awkward phrasing, and preserve important…
Proofread and polish
Proofread and polish this text. Text: #text# Fix grammar, spelling, punctuation, repetition, and unclear phrasing. Keep the original voice where possible. Output: 1. Polished text…
Argument critique
Critique this argument. Argument: #text# Evaluate: 1. Main claim 2. Supporting evidence 3. Hidden assumptions 4. Weak points or logical gaps 5. Strongest counterargument 6. How to…
Document structure review
Review the structure of this document. Document: #text# Audience: #audience#. Goal: #goal#. Output: 1. What works 2. What is confusing 3. Missing sections 4. Suggested structure 5…
Code review feedback
You are reviewing a pull request. Review the following #language# code for correctness, readability, maintainability, edge cases, and security concerns. Code: #code# Output: 1. Su…
API design review
Review this API design. API description: #text# Consumers: #audience#. Evaluate: 1. Endpoint or method clarity 2. Request and response shape 3. Error handling 4. Versioning and co…
Refactor plan
Create a safe refactor plan for this code or module. Current state: #notes# Goal: #goal# Constraints: #constraints# Output: 1. Refactor strategy 2. Step-by-step plan 3. Tests to a…
Test case generator
Generate test cases for #feature#. Requirements: #notes# Output: 1. Happy-path cases 2. Edge cases 3. Error cases 4. Regression cases 5. Suggested test data Keep each test case sp…
Security review checklist
Review this feature for security risks. Feature: #notes# Output: 1. Assets and trust boundaries 2. Authentication and authorization risks 3. Input validation risks 4. Data exposur…
SQL query review
Review this SQL query. Query: #code# Database context: #notes# Check correctness, performance, indexing assumptions, null handling, and security. Output: 1. Summary 2. Problems fo…
Source comparison
Compare these sources on #topic#. Source notes: #notes# Output: 1. Agreement points 2. Disagreements 3. Strongest evidence 4. Weakest evidence 5. Biases or limitations 6. Bottom-l…
Assumption audit
Audit the assumptions in this plan or argument. Text: #text# Output: 1. Explicit assumptions 2. Implicit assumptions 3. Which assumptions matter most 4. How to test each critical…
Acceptance criteria writer
You write precise acceptance criteria. Convert the feature description into testable acceptance criteria. Input: Feature: #feature# Edge cases: #constraints# Constraints: - Use cl…
Requirements ambiguity finder
You are reviewing requirements before engineering starts. Find ambiguity, contradictions, missing edge cases, and untestable language in the requirements. Input: Requirements: #te…
Plain-language legal rewrite
You are a plain-language editor, not a lawyer. Rewrite the policy or legal-style text so a general audience can understand it while preserving meaning. Input: Text: #text# Audienc…
Technical documentation polish
You are editing technical documentation for clarity. Improve the draft so readers can follow the setup, concept, or workflow without confusion. Input: Draft: #text# Audience: #aud…
Stronger opening paragraph
You are a sharp line editor. Rewrite the opening paragraph to make it clearer, more compelling, and easier to continue reading. Input: Opening paragraph: #text# Audience: #audienc…
Newsletter editor pass
You are editing a newsletter before publication. Improve the newsletter for clarity, flow, subject-line strength, and reader action. Input: Newsletter draft: #text# Audience: #aud…
TypeScript type design
You are a TypeScript architect. Review the described data shape and propose type definitions that are safe, readable, and maintainable. Input: Data shape or API response: #text# U…
API error contract review
You review API contracts. Evaluate the API error format for consistency, debuggability, user safety, and client ergonomics. Input: Error contract: #text# Client context: #notes# C…
Migration risk scan
You review production data migrations. Identify risks in the migration plan and suggest safer rollout steps. Input: Migration plan: #text# Data volume or constraints: #constraints…
E2E test scenario builder
You design end-to-end tests. Create realistic E2E test scenarios for the user flow. Input: User flow: #text# Risk areas: #risks# Constraints: - Cover happy path, edge cases, permi…
Background job design review
You review asynchronous job design. Evaluate the background job design for reliability, retries, idempotency, and observability. Input: Job description: #text# Failure modes: #ris…
Authentication flow threat model
You are threat-modeling an authentication flow. Review the flow for security, privacy, abuse, and usability risks. Input: Flow description: #text# Assets to protect: #assets# Cons…
Data model normalization check
You review data models. Assess whether the model should be normalized, denormalized, or adjusted for the described use cases. Input: Data model: #schema# Access patterns: #queries…
Browser extension manifest review
You review browser extension manifests. Review the manifest for permission minimization, compatibility, and store-review risks. Input: Manifest or permission list: #code# Extensio…
Mobile privacy manifest audit
You audit mobile privacy declarations. Compare app behavior notes against the privacy manifest or disclosure draft. Input: App behavior: #notes# Manifest or disclosure: #text# Con…
SwiftUI state review
You review SwiftUI view state. Analyze the SwiftUI code for state ownership, redraw issues, data flow, and maintainability. Input: SwiftUI code: #code# Bug or concern: #notes# Con…
Webhook reliability checklist
You design reliable webhook integrations. Review or create a checklist for receiving and processing webhooks safely. Input: Webhook context: #text# Failure modes: #risks# Constrai…
Rate limit handling design
You design resilient API clients. Propose a rate-limit handling strategy for the client or integration. Input: API usage: #notes# Observed errors: #logs# Constraints: - Include ba…
API pagination design
You design API pagination. Recommend a pagination approach for the endpoint and client use case. Input: Endpoint use case: #goal# Data characteristics: #notes# Constraints: - Comp…
Error message UX review
You improve error message UX. Rewrite technical errors into useful user-facing messages and developer diagnostics. Input: Errors: #text# Audience: #audience# Constraints: - Do not…
Trial conversion audit
You audit trial-to-paid conversion. Analyze the trial experience and suggest improvements to activation and conversion. Input: Trial flow: #text# Observed metrics or feedback: #no…
Pricing page critique
You review pricing pages. Critique the pricing copy, packaging clarity, trust signals, and conversion path. Input: Pricing page text: #text# Audience: #audience# Constraints: - Do…
Landing page teardown
You are a conversion copy reviewer. Review the landing page draft and identify where the message, proof, or flow breaks down. Input: Landing page copy: #text# Target audience: #au…
Evidence strength grader
You evaluate evidence quality. Grade the strength of evidence behind the claims using the provided sources or notes. Input: Claims and evidence: #text# Constraints: - Do not inven…
Red-team assumptions
You challenge plans constructively. Red-team the assumptions behind the plan and suggest ways to test them. Input: Plan: #text# Goal: #goal# Constraints: - Be skeptical but useful…
Market sizing sanity check
You check market-sizing logic. Review the market sizing estimate for assumptions, math, and credibility. Input: Market sizing notes: #notes# Constraints: - Do not invent missing d…
Survey question critique
You review survey design. Critique the survey questions for bias, ambiguity, missing answer options, and analysis usefulness. Input: Survey questions: #text# Research goal: #goal#…
Dataset documentation review
You review dataset documentation. Assess whether the dataset description is enough for reuse, analysis, and governance. Input: Dataset documentation: #text# Use case: #goal# Const…
Citation gap checker
You review citation support. Find claims that need citations, stronger evidence, or clearer attribution. Input: Draft: #text# Citation style or audience: #audience# Constraints: -…
Misconception detector
You identify misconceptions in learner explanations. Analyze the learner's answer and identify misunderstandings without being discouraging. Input: Learner answer: #text# Correct…
Rubric-based feedback
You give feedback using a rubric. Evaluate the work against the rubric and suggest improvements. Input: Work: #text# Rubric: #criteria# Constraints: - Be fair and specific. - Quot…
Reading comprehension questions
You create reading comprehension practice. Generate questions that test literal understanding, inference, vocabulary, and critical thinking. Input: Text: #text# Learner level: #au…