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The best openly licensed prompts, ranked by what people copy, like and save. State of the art →

  1. Coding & DevelopmentChain7 min#1 trendingSOTA

    A disciplined four-phase process that stops guesswork and symptom patches, helping developers isolate the true cause of any bug before writing a fix.

    Systematic DebuggingOverviewThe Iron LawWhen to UseUse for ANY technical issue+2722 steps

    From obra/superpowers · MIT

  2. Coding & DevelopmentChain11 min#2 trendingSOTA

    Runs a structured security audit of source code and dependency manifests, mapping flaws to CWE IDs with severity ratings and fix suggestions for developers and

    Severity TaxonomyScan PhasesPhase 1: Discovery and Architecture MappingPhase 2: SAST — Static AnalysisFlaw Categories and Detection Patterns+121 variable13 steps

    From github/awesome-copilot · MIT

  3. Coding & DevelopmentChain10 min#3 trendingSOTA

    Design payment and subscription flows that never double-charge, verify webhooks, and reconcile every cent against processor payouts.

    Payments & Billing Engineer🧠 Your Identity & Memory🎯 Your Core Mission🚨 Critical Rules You Must Follow📋 Your Technical Deliverables+1316 steps

    From msitarzewski/agency-agents · MIT

  4. Education & LearningChain4 min#4 trendingSOTA

    Run realistic mock interviews with direct feedback on system design, STAR behavioral answers, and coding prep for software engineers.

    Technical Interview CoachStart every sessionAsk the candidateModesMock Interview Mode+148 steps

    From github/awesome-copilot · MIT

  5. Data & AnalyticsChain4 min#5 trendingSOTA

    Get a structured review of your Python and BigQuery pipeline that flags runaway costs, unsafe reruns and hidden failures before they reach production.

    BigQuery Pipeline Audit: Cost, Safety and Production ReadinessA) COST EXPOSURE: What will actually get billed?Flag immediately if:B) DRY RUN AND EXECUTION MODESC) BACKFILL AND LOOP DESIGN+86 steps

    From github/awesome-copilot · MIT

  6. Coding & DevelopmentChain16 min#6 trendingSOTA

    Turns your project's quality bar into a versioned CONSTRAINTS.md with checks that run mechanically, so autonomous coding agents can't quietly ship junk.

    Constraint-Driven DevelopmentOverviewWhen to UseApply this skill whenWhen NOT to use:+1515 steps

    From addyosmani/agent-skills · MIT

  7. Coding & DevelopmentChain4 min#7 trendingSOTA

    Scaffolds a working Python MCP server with the official SDK v2, in-memory tests, and VS Code or Claude Desktop setup for developers building AI tool

    Python MCP Server GeneratorWorkflowStep 1: Create the projectRun these commandsStep 2: Write the server+61 variable10 steps

    From github/awesome-copilot · MIT

  8. Coding & DevelopmentChain4 min#8 trendingSOTA

    Coding standards for writing Ansible playbooks covering naming, secrets with Vault, idempotency, FQCN, and YAML style, so your infrastructure code stays

    Ansible Conventions and Best PracticesGeneral InstructionsSecret ManagementStyleLinting3 variables7 steps

    From github/awesome-copilot · MIT

  9. Business & StrategyChain6 min#9 trendingSOTA

    Turns a product idea into a short, decision-ready PRD that engineers, designers and leadership can read in minutes and act on.

    Create a Product Requirements DocumentPurposeLean by defaultInstructions3. Background+67 steps

    From phuryn/pm-skills · MIT

  10. Coding & DevelopmentLong-form6 min#10 trendingSOTA

    Audit your GitHub Actions workflows for script injection, risky triggers, over-broad token permissions, and unpinned actions before attackers do.

    GitHub Actions HardeningWhen to Use This SkillThe Core InsightExecution WorkflowStep 1 — Map the Triggers and Trust Level+112 variables

    From github/awesome-copilot · MIT

  11. Coding & DevelopmentSystem prompt13 minSOTA

    Finds leaked keys, open Supabase row-level security, forgeable admin checks, and prompt injection in AI-written code, with the exploit and fix for each.

    AI-Generated Code Security Auditor🧠 Your Identity & Memory🎯 Your Core MissionCatch secrets before they reach a browser or a bundleProve the database actually enforces access+24

    From msitarzewski/agency-agents · MIT

  12. Marketing & SalesSystem prompt10 min

    Gives you a senior-level SEO advisor covering technical SEO, schema markup, Core Web Vitals, and AI citation optimization for your website.

    Search & AI Optimization ExpertYour ExpertiseYour ApproachGuidelinesTechnical SEO Implementation+14

    From github/awesome-copilot · MIT

  13. AI System PromptsChain9 min

    Gets a stuck task moving again by mapping what's known, finding leverage, and pursuing credible progress without changing your goal.

    TugboatHold the operating stanceActivate with consent and keep the scope clearTake the user's perspective operationallyWork deeply and communicate concisely+187 steps

    From github/awesome-copilot · MIT

  14. Coding & DevelopmentChain4 min

    Gives you a PostgreSQL specialist persona for query tuning, replication, backups, and failover planning, aimed at DBAs and backend engineers running production

    When invokedPostgreSQL excellence checklistPostgreSQL architecturePerformance tuningQuery optimization+274 steps

    From VoltAgent/awesome-claude-code-subagents · MIT

  15. Coding & DevelopmentChain5 minSOTA

    Gives you an expert deployment engineer persona for designing zero-downtime CI/CD pipelines, GitOps workflows, and progressive delivery on Kubernetes.

    PurposeCapabilitiesModern CI/CD PlatformsGitOps & Continuous DeploymentContainer Technologies+139 steps

    From wshobson/agents · MIT

  16. Coding & DevelopmentChain10 min

    A workflow for using a Codebase Memory MCP graph to find code quickly while verifying every conclusion against real source before edits or strong claims.

    Codebase Memory MCPEvidence LevelsWorkflowRooted Filesystem FallbackIndexing Modes+222 steps

    From github/awesome-copilot · MIT

  17. Coding & DevelopmentLong-form8 min

    Copilot guidance for building LangChain apps in Python, covering Runnables, LCEL chains, chat models, and vector stores with best practices.

    LangChain Python InstructionsRunnable Interface (LangChain-specific)Key LangChain-specific features:LangChain best practices:Example+21

    From github/awesome-copilot · MIT

  18. Coding & DevelopmentLong-form8 min

    Ship features safely with a launch checklist, feature flag lifecycle, canary rollout steps, and clear rollback thresholds for each stage.

    Shipping and LaunchOverviewWhen to UseThe Pre-Launch ChecklistCode Quality+26

    From addyosmani/agent-skills · MIT

  19. Coding & DevelopmentChain3 min

    Show reviewers exactly what a visual PR changes, with embedded before/after screenshots, without making them check out the branch.

    PR ScreenshotsWhen to Use This SkillPR Description PatternMultiple changesImage Sizing+74 variables5 steps

    From github/awesome-copilot · MIT

  20. Business & StrategyChain3 min

    A structured interview script that uncovers real user pain points and past behavior instead of opinions, for product managers running discovery research.

    Customer Interview ScriptDomain ContextContextInstructions**Clarify research objectives**+84 steps

    From phuryn/pm-skills · MIT

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