Vibeship-spawner-skills development

Development AI Tools

install

source · Clone the upstream repo

git clone https://github.com/vibeforge1111/vibeship-spawner-skills

manifest: ai-tools/development/skill.yaml

Development AI Tools

AI coding assistants, code generation, and developer productivity

id: development-ai-tools name: Development AI Tools version: "1.0.0" category: ai-tools

description: | Master the AI tools that supercharge software development. From code completion to full application generation, write better code faster and automate the tedious parts.

business_value: time_saved: "30-50% faster development" cost_saved: "$5,000-20,000/month per developer" revenue_impact: "Ship features faster, iterate quickly" competitive_edge: "Small team productivity of large team"

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AI CODE ASSISTANTS

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tools: code_assistants: - id: github-copilot name: GitHub Copilot website: https://github.com/features/copilot best_for: "Best overall AI coding assistant" pricing: individual: "$10/month" business: "$19/user/month" enterprise: "$39/user/month" strengths: - "Best code completion" - "Great IDE integration" - "Chat in IDE" - "Understands context well" - "Multi-language support" weaknesses: - "Can suggest insecure patterns" - "Subscription required" - "Privacy concerns for some" best_for_stage: "Any developer"

- id: cursor
  name: Cursor
  website: https://cursor.sh
  best_for: "AI-first code editor"
  pricing:
    free_tier: true
    pro: "$20/month"
    business: "$40/user/month"
  strengths:
    - "Built from ground up for AI"
    - "Excellent codebase understanding"
    - "Composer for multi-file edits"
    - "Fast and responsive"
    - "VS Code compatible"
  weaknesses:
    - "Newer, less mature"
    - "Learning curve from VS Code"
  best_for_stage: "Developers wanting AI-native experience"

- id: claude-code
  name: Claude Code
  website: https://claude.ai/code
  best_for: "AI pair programmer CLI"
  pricing:
    via_claude: "$20/month (Pro) or API"
  strengths:
    - "Excellent reasoning"
    - "Full codebase context"
    - "Terminal-native"
    - "Multi-file changes"
    - "Great for complex tasks"
  weaknesses:
    - "CLI only (terminal)"
    - "Needs API or Pro subscription"
  best_for_stage: "Power users, complex projects"

- id: codeium
  name: Codeium
  website: https://codeium.com
  best_for: "Free Copilot alternative"
  pricing:
    free_tier: true
    teams: "$12/user/month"
    enterprise: "Custom"
  strengths:
    - "Free for individuals"
    - "Good completions"
    - "Many IDE integrations"
    - "Chat included"
  weaknesses:
    - "Not quite Copilot quality"
    - "Less context awareness"
  best_for_stage: "Budget-conscious developers"

- id: tabnine
  name: Tabnine
  website: https://tabnine.com
  best_for: "Privacy-focused AI completion"
  pricing:
    free_tier: true
    pro: "$12/month"
    enterprise: "Custom"
  strengths:
    - "Can run locally"
    - "Privacy focused"
    - "Train on your codebase"
    - "Good enterprise features"
  weaknesses:
    - "Less powerful than Copilot"
    - "Local models limited"
  best_for_stage: "Privacy-sensitive organizations"

- id: supermaven
  name: Supermaven
  website: https://supermaven.com
  best_for: "Fast, context-aware completions"
  pricing:
    free_tier: true
    pro: "$10/month"
  strengths:
    - "Very fast"
    - "1M token context"
    - "Good quality"
    - "Affordable"
  weaknesses:
    - "Newer, less proven"
    - "Fewer integrations"
  best_for_stage: "Developers wanting speed"

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AI CODING AGENTS

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coding_agents: - id: devin name: Devin website: https://cognition.ai best_for: "Autonomous AI software engineer" pricing: paid_starts: "$500/month (waitlist)" strengths: - "Full autonomy" - "Complete tasks end-to-end" - "Self-debugging" - "Uses browser, terminal, editor" weaknesses: - "Very expensive" - "Early stage" - "Limited access" best_for_stage: "Well-funded teams exploring agents"

- id: codegen
  name: Codegen (various)
  website: "Multiple providers"
  best_for: "AI that writes whole features"
  examples: [lovable, bolt, v0]
  pricing:
    varies: "Free to $50+/month"
  strengths:
    - "Generate full apps"
    - "Fast prototyping"
    - "No coding required"
  weaknesses:
    - "Quality varies"
    - "Hard to customize"
    - "Technical debt"
  best_for_stage: "Rapid prototyping, MVPs"

- id: aider
  name: Aider
  website: https://aider.chat
  best_for: "Open source AI pair programming"
  pricing:
    self_hosted: "Free (open source)"
    api_costs: "Pay for LLM API"
  strengths:
    - "Open source"
    - "Terminal-based"
    - "Git integration"
    - "Multi-file edits"
    - "Bring your own model"
  weaknesses:
    - "Requires terminal comfort"
    - "API costs add up"
  best_for_stage: "Technical users, open source fans"

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CODE REVIEW & QUALITY

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code_quality: - id: codacy name: Codacy website: https://codacy.com best_for: "Automated code review" pricing: free_tier: true pro: "$15/user/month" strengths: - "AI code review" - "Security scanning" - "Coverage tracking" - "Multiple languages" weaknesses: - "Can be noisy" - "Configuration needed" best_for_stage: "Teams wanting automated review"

- id: coderabbit
  name: CodeRabbit
  website: https://coderabbit.ai
  best_for: "AI PR reviewer"
  pricing:
    free_tier: true
    pro: "$12/user/month"
  strengths:
    - "AI-powered PR summaries"
    - "Contextual review comments"
    - "Learns from feedback"
    - "GitHub/GitLab integration"
  weaknesses:
    - "Can miss context"
    - "Sometimes overly verbose"
  best_for_stage: "Teams wanting faster PR reviews"

- id: sourcery
  name: Sourcery
  website: https://sourcery.ai
  best_for: "Python code quality"
  pricing:
    free_tier: true
    pro: "$10/user/month"
  strengths:
    - "Real-time refactoring suggestions"
    - "Python focused"
    - "IDE integration"
    - "Code quality metrics"
  weaknesses:
    - "Python only"
    - "Suggestions can be aggressive"
  best_for_stage: "Python teams"

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DOCUMENTATION & TESTING

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docs_testing: - id: mintlify name: Mintlify website: https://mintlify.com best_for: "AI-powered docs" pricing: free_tier: true startup: "$150/month" growth: "$500/month" strengths: - "Beautiful docs" - "AI writing assistant" - "Search included" - "API reference generation" weaknesses: - "Opinionated design" - "Can get expensive" best_for_stage: "Teams needing professional docs"

- id: docstring-ai
  name: Docstring AI
  website: "Various tools"
  best_for: "Auto-generate code comments"
  examples: [copilot, codeium, doxygen-gpt]
  pricing:
    included: "In code assistants"
  strengths:
    - "Saves documentation time"
    - "Consistent format"
    - "Catches undocumented code"
  weaknesses:
    - "Can be generic"
    - "Needs review"
  best_for_stage: "Any codebase needing docs"

- id: codiumai
  name: CodiumAI
  website: https://codium.ai
  best_for: "AI test generation"
  pricing:
    free_tier: true
    teams: "$19/user/month"
  strengths:
    - "Generate tests automatically"
    - "Edge case coverage"
    - "Behavior analysis"
    - "IDE integration"
  weaknesses:
    - "Tests need review"
    - "May miss business logic"
  best_for_stage: "Teams wanting better test coverage"

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DEVOPS & INFRASTRUCTURE

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devops: - id: harness-ai name: Harness AI website: https://harness.io best_for: "AI-powered DevOps" pricing: free_tier: true team: "$100/developer/month" strengths: - "AI for CI/CD" - "Error analysis" - "Cost optimization" - "Security scanning" weaknesses: - "Complex platform" - "Enterprise pricing" best_for_stage: "Enterprise DevOps teams"

- id: pulumi-ai
  name: Pulumi AI
  website: https://pulumi.com
  best_for: "AI infrastructure as code"
  pricing:
    free_tier: true
    team: "$75/user/month"
  strengths:
    - "Generate IaC with natural language"
    - "Multiple clouds"
    - "Real programming languages"
    - "Copilot integration"
  weaknesses:
    - "Learning curve"
    - "AI suggestions need review"
  best_for_stage: "Teams doing IaC"

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DECISION GUIDE

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decision_guide: by_use_case: code_completion: primary: github-copilot alternative: cursor budget: codeium privacy: tabnine

full_ide_experience:
  primary: cursor
  alternative: "VS Code + Copilot"

complex_refactoring:
  primary: claude-code
  alternative: aider

code_review:
  primary: coderabbit
  alternative: codacy

test_generation:
  primary: codiumai

documentation:
  primary: mintlify

by_stage: individual: recommended: [github-copilot, cursor] reason: "Best productivity boost" total_cost: "$10-20/month"

startup:
  recommended: [cursor, coderabbit, mintlify]
  reason: "Full AI development stack"
  total_cost: "$50-200/month"

scale_up:
  recommended: [github-copilot-business, coderabbit, codiumai]
  reason: "Team features, quality gates"
  total_cost: "$40-60/user/month"

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MASTERY PATH

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mastery: learning_curve: low-to-medium time_to_value: "10 minutes" time_to_proficiency: "1 week" time_to_mastery: "1 month"

onboarding_steps: - step: 1 action: "Install code assistant" details: "Copilot or Cursor" time: "10 min"

- step: 2
  action: "Learn Tab completion"
  details: "Accept, reject, partial accept"
  time: "1 hour"

- step: 3
  action: "Use inline chat"
  details: "Ask questions about code"
  time: "1 hour"

- step: 4
  action: "Generate from comments"
  details: "Write intent, let AI code"
  time: "2 hours"

- step: 5
  action: "Multi-file operations"
  details: "Composer, Claude Code, Aider"
  time: "Ongoing"

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PATTERNS

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patterns:

name: "Comment-driven development" description: "Write what you want, let AI implement" example: "// Function to parse CSV and return JSON" impact: "Faster coding, clearer intent"
name: "Test-first with AI" description: "Write test cases, let AI implement" example: "Describe expected behavior, AI writes implementation" impact: "Better test coverage, TDD made easier"
name: "Code review with AI" description: "Have AI review before human review" example: "CodeRabbit first pass, human for architecture" impact: "Faster reviews, catch more issues"
name: "Refactor with AI" description: "Explain desired refactor, AI executes" example: "Convert this class to use dependency injection" impact: "Faster refactoring, fewer mistakes"

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ANTI-PATTERNS

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anti_patterns:

name: "Blindly accepting suggestions" description: "Tabbing through without reading" impact: "Bugs, security issues, tech debt" fix: "Always review AI suggestions"
name: "AI for architecture" description: "Letting AI decide system design" impact: "Inconsistent, over-engineered systems" fix: "Humans decide architecture, AI implements"
name: "Skipping understanding" description: "Using AI code you don't understand" impact: "Can't debug or maintain" fix: "Understand before using"
name: "Over-prompting" description: "Writing paragraphs for simple tasks" impact: "Slower than just writing code" fix: "Quick prompts for quick tasks"

triggers:

"AI coding"
"code assistant"
"Copilot"
"Cursor"
"code generation"
"AI developer tools"

tags:

development
coding
ai-assistant
productivity
code-generation