AI Prompts & Agents
110
Prompts
28
Agents
14
Commits
MIT
License
Free AI Prompt Packs
A curated collection of production-ready prompts for everyday development tasks. Each prompt is carefully crafted, tested across multiple AI models, and completely free to use.
Why These Prompts?
- Battle-tested: Used in real production workflows
- Model-agnostic: Works with Anthropic, OpenAI, Google, and Meta models
- Well-structured: Consistent format with clear inputs/outputs
- MIT Licensed: Use them anywhere, modify freely
All prompts follow the YAML frontmatter + markdown format, making them easy to integrate into your tools and workflows.
Download All (ZIP)
Or browse on GitHub
Prompt Packs
Debugging & Troubleshooting
19 prompts19 prompts for error analysis, stack traces, memory leaks, race conditions, and more
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- Error Trace Analyzer
- Rubber Duck Debugger
- API Error Decoder
- Dependency Resolver
- Git Conflict Resolver
- Memory Leak Hunter
- Race Condition Finder
- Database Query Debugger
- Environment Diff Checker
- Network Issue Diagnoser
- Performance Bottleneck Finder
- Config Validator
- Build Failure Analyzer
- Test Failure Investigator
- Container Debugger
- CSS Layout Debugger
- Authentication Flow Debugger
- Hydration Mismatch Debugger
- Async State Debugger
Code Review
17 prompts17 prompts for security scanning, performance review, code smells, and PR summaries
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- Security Scanner (OWASP)
- Performance Reviewer
- Code Smell Detector
- API Design Reviewer
- Type Safety Auditor
- Error Handling Reviewer
- Test Coverage Analyzer
- Naming Convention Checker
- Documentation Gaps Finder
- Complexity Reducer
- Best Practices Enforcer
- PR Summary Generator
- Accessibility Reviewer
- Dependency Health Checker
- Async Patterns Reviewer
- Database Query Reviewer
- Backwards Compatibility Checker
Documentation
18 prompts18 prompts for READMEs, API docs, runbooks, onboarding guides, security docs, and more
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- README Generator
- API Documentation Writer
- Code Comment Writer
- Architecture Doc Generator
- Changelog Generator
- Migration Guide Writer
- Troubleshooting Guide Creator
- Tutorial Writer
- Docstring Generator
- Decision Record Writer (ADR)
- Runbook Writer
- Developer Onboarding Guide Generator
- API Changelog Writer
- Configuration Reference Generator
- Release Notes Writer
- Security Documentation Writer
- Glossary Generator
- Integration Guide Writer
Config Translator
20 prompts20 prompts for converting between Docker/K8s, package managers, API gateways, schedulers
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- Docker to Kubernetes
- JSON/YAML/TOML Converter
- CI/CD Pipeline Converter
- Nginx/Traefik/Caddy Converter
- Terraform/Pulumi/CloudFormation
- ESLint/Biome/Prettier Converter
- Systemd/Docker/Supervisord
- Env Vars to Config Files
- Database Connection Converter
- Auth Provider Converter
- Monitoring/Observability Converter
- Build Tool Converter
- Package Manager Converter
- API Gateway Converter
- Message Queue Converter
- Cron/Scheduler Converter
- Secret Manager Converter
- Container Registry Converter
- Git Ignore Converter
- Schema/Type Converter
Security Audit
18 prompts18 prompts for OWASP scanning, session security, CORS, JWT, GraphQL, rate limiting, and more
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- OWASP Scanner
- Secret Detector
- Input Validation Auditor
- Authentication Flow Reviewer
- Authorization Logic Checker
- Dependency Vulnerability Scanner
- API Security Auditor
- Infrastructure Security Reviewer
- Encryption Auditor
- Security Headers Checker
- Session Management Auditor
- File Upload Security Checker
- CORS Configuration Auditor
- Rate Limiting Analyzer
- Logging Security Auditor
- SSRF Vulnerability Scanner
- JWT Security Auditor
- GraphQL Security Scanner
Log Analysis
18 prompts18 prompts for log correlation, tracing, sampling, security analysis, cost optimization, schema design
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- Log Summarizer
- Error Frequency Analyzer
- Timeline Reconstructor
- Anomaly Detector
- User Journey Tracker
- Performance Metrics Extractor
- Log Format Converter
- Alert Rule Generator
- Multi-Source Log Correlator
- Log Pattern/Regex Generator
- Compliance Log Auditor
- Incident Root Cause Analyzer
- Log Retention Policy Analyzer
- Distributed Trace Analyzer
- Log Sampling Strategy Optimizer
- Security Log Analyzer
- Log Infrastructure Cost Optimizer
- Structured Logging Schema Designer
Agent Packs
Full system prompts for specialized AI agents. Each agent is a complete configuration ready for use with Anthropic, OpenAI, Google, Meta, and other capable models.
Infrastructure Agents
7 agentsProduction-ready agents for storage, monitoring, security, networking, and database administration
Storage Manager
Expert LVM & storage management with safety-first approach
VM Monitor
Read-only monitoring for VMs and containers with capacity forecasting
Security Auditor
Comprehensive security auditing against CIS/NIST benchmarks
Backup Manager
Automated backup orchestration with retention policies and verification
Network Monitor
Network health monitoring, latency analysis, and connectivity troubleshooting
Container Orchestrator
LXC/Docker container lifecycle management and resource optimization
Database Admin
Database performance tuning, query optimization, and maintenance automation
Development Agents
7 agentsAgents for building, testing, reviewing, and optimizing code
Code Builder
TDD-focused development for Python, Node.js, and Go
DevOps Helper
Docker, CI/CD, and deployment strategy expert
Code Reviewer
Thorough code review with security, performance, and quality focus
Test Engineer
Comprehensive test suite design with unit, integration, and E2E coverage
API Designer
RESTful and GraphQL API design with OpenAPI documentation
Performance Engineer
Performance profiling, bottleneck identification, and optimization
Refactoring Expert
Safe code restructuring with pattern recognition and migration strategies
Content Agents
6 agentsAgents for writing technical content, documentation, and marketing copy
Blog Writer
Technical blog posts with personality and real experiences
Documentation Writer
Clear, scannable documentation for developers
Social Media Writer
Engaging tech content for Twitter, LinkedIn, and community platforms
Newsletter Writer
Curated tech newsletters with industry insights and project updates
Video Script Writer
YouTube and tutorial video scripts with clear structure and hooks
Copy Editor
Technical editing for clarity, consistency, and style guide compliance
Research Agents
8 agentsAgents for market analysis, competitive intelligence, and data research
Market Researcher
Industry analysis, market sizing, and strategic insights
Competitor Analyst
Deep-dive competitive intelligence and benchmarking
Tech Scout
Emerging technology identification and evaluation
Literature Reviewer
Academic research synthesis and gap identification
Trend Analyst
Strategic foresight and scenario planning
User Researcher
UX research design, personas, and journey mapping
Data Analyst
Statistical analysis and data visualization
Fact Checker
Claim verification and source validation
How to Use
Prompts
- Download or copy the prompt you need
- Replace
{{variable}}placeholders with your data - Paste into ChatGPT, Claude, or your preferred AI
- Get consistent, high-quality results
Agents
- Use the agent markdown as a system prompt
- Configure in your AI tool (Claude Projects, Custom GPTs, etc.)
- The agent will follow its specialized behavior
- Customize the prompt to fit your specific needs
Tip: All prompts use YAML frontmatter for metadata. The actual prompt content starts after the second ---
Prompt Builder