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GoodPrompts Library

@library · 91 published · 1,007 views · Joined June 2026

Curated skills maintained by the GoodPrompts team. Attribution for externally sourced content is shown on each skill.

Prompts

Tell Me What I Need to HearGet honest, unfiltered feedback on any plan, idea, or decision. No ego-stroking -- just the truth about what's wrong and what to fix.Productivity1 blankResearch Paper Insight ExtractorExtract key findings, methodology, limitations, and practical implications from research papers in a structured, accessible format.Science & Research2 blanksSocial Media Content Calendar GeneratorGenerate a full month of social media content with post ideas, captions, hashtags, and optimal posting schedule for any platform and niche.Marketing & Copywriting6 blanksAnalogy-Based Concept TeacherUnderstand complex concepts through multiple relatable analogies. Each analogy targets a different aspect, building a complete mental model.Education & Learning2 blanksGitHub Actions CI/CD Pipeline GeneratorGenerate a production-ready GitHub Actions workflow with testing, building, Docker image creation, and deployment to your hosting provider.Coding5 blanksRetention Hypothesis GeneratorDiagnose why users are churning with data-driven hypotheses, structured experiments to validate each one, and prioritized recommendations.Data Analysis5 blanksPersona-Based Story CriticGet your fiction reviewed by a tough but constructive critic who checks plot holes, character consistency, pacing, dialogue, and emotional impact.Creative Writing2 blanksStartup Pitch Deck OutlineGenerate a complete investor-ready pitch deck outline with key slides, talking points, data to include, and storytelling structure.Business & Strategy6 blanksEmail That Gets RepliesWrite concise, clear professional emails for any situation. Short, scannable, no fluff -- designed to get a response, not a skim.Productivity5 blanksRefactor for Clean CodeTransform messy, deeply nested code into clean, modular, well-named functions following language-specific best practices and SOLID principles.Coding2 blanksStudy Plan Creator (30-Day)Generate a structured 30-day study plan for mastering any subject, with daily tasks, milestones, self-assessment checkpoints, and resource suggestions.Education & Learning5 blanksPython Data Pipeline BuilderGenerate production-ready Python code for data cleaning, transformation, and analysis pipelines using pandas with proper error handling.Data Analysis3 blanks

Skills

Conventional Commits HygieneRules for atomic commits with conventional-format messages, criteria for when to split a change, and rebase etiquette for shared branches.Claude Code · CodingReact Component Library AGENTS.mdAGENTS.md for a React component library: composition-first APIs, prop naming rules, required Storybook stories, and accessibility checks that gate every new component.Claude Code · CodingModern Python Project Instructions (uv + ruff + pytest)CLAUDE.md for Python projects managed with uv: dependency rules, ruff lint/format gates, pytest conventions, and a no-untyped-code policy agents can verify.Claude Code · CodingRefactor Without Behavior ChangePin current behavior with characterization tests, then restructure in small always-green steps so the diff provably changes no behavior.Claude Code · CodingNext.js 15 App Router Project InstructionsCLAUDE.md template for Next.js 15 App Router projects: server-component defaults, data-fetching rules, file layout, and the commands an agent should run before committing.Claude Code · CodingFastAPI Project RulesFastAPI conventions for Pydantic v2 schemas, Depends-based wiring, async discipline, and a predictable router layout.Cursor · CodingDependency Upgrade ProtocolUpgrade dependencies without surprises: changelogs before commands, one major at a time, lockfile diff review, and smoke tests per step.Claude Code · Codingpnpm + Turborepo Monorepo InstructionsCLAUDE.md for a pnpm/Turborepo monorepo: package boundary rules, the task pipeline, affected-only builds, and how agents should add dependencies without breaking workspaces.Claude Code · CodingProfile Before OptimizingA measurement-first optimization loop — profile under realistic load, fix exactly one hot spot, re-measure, and keep the numbers in the commit.Claude Code · CodingOpen Source Maintainer AGENTS.mdAGENTS.md for maintaining an open source library: semver rules, changelog discipline, public API stability checks, deprecation policy, and issue triage labels.Claude Code · CodingTerraform and IaC Rules for AgentsGuardrails for agents touching Terraform: always plan before apply, module and state layout, what never to do to state files, and mandatory resource tagging.Generic · CodingDatabase Migration SafetyShip schema changes without downtime using expand-contract: backwards-compatible steps, safe locking, and a rollback plan written before running anything.Claude Code · Coding