AI Risk Controls
GovernanceManaging hallucination, unsafe automation, prompt injection, and human review gates.
Skill linked from curated resource requirements.
SkillNeeds verificationGovernanceRecommended
Use case · Needs verification
Vibe Coding Tools
AI-assisted coding and app-building tools for fast product prototyping by developers and non-traditional builders.
Use caseNeeds verification
Publication status
This page is generated from the seed database and is marked Needs verification. It is useful for local discovery, but final public ranking and indexing should wait for manual source review.
Start here
Move from problem framing to a shortlist by checking required skills first, then tools, repositories, MCP resources, and caveats.
Skills
15 mapped skills
Tools
10 candidate tools
Repos
0 GitHub records
Required and useful skills
API Literacy
EngineeringUnderstanding authentication, rate limits, request shapes, errors, and source attribution.
Skill linked from curated resource requirements.
SkillNeeds verificationEngineeringRequired
Code Review
QualityChecking correctness, maintainability, edge cases, and security before merging changes.
Skill linked from curated resource requirements.
SkillNeeds verificationQualityRecommended
Command Line
EngineeringUsing terminal commands, package managers, environment variables, and logs.
Skill linked from curated resource requirements.
SkillNeeds verificationEngineeringRequired
Data Privacy
GovernanceHandling private code, prompts, logs, documents, and user data safely.
Skill linked from curated resource requirements.
SkillNeeds verificationGovernanceRequired
Database Basics
DataModeling entities, relationships, indexes, migrations, and query access patterns.
Skill linked from curated resource requirements.
SkillNeeds verificationDataRecommended
Shipping static sites, APIs, and background jobs with clear environment boundaries.
Skill linked from curated resource requirements.
SkillNeeds verificationOpsRecommended
Building usable interfaces with component systems, routing, and responsive layouts.
Skill linked from curated resource requirements.
SkillNeeds verificationWebRecommended
Git And GitHub
EngineeringVersion control, branches, pull requests, issues, and repository hygiene.
Skill linked from curated resource requirements.
SkillNeeds verificationEngineeringRequired
IDE Workflow
EngineeringWorking efficiently with editors, extensions, terminals, diffs, and code navigation.
Skill linked from curated resource requirements.
SkillNeeds verificationEngineeringRecommended
Diagnosing poor AI outputs by adjusting instructions, context, examples, and constraints.
Skill linked from curated resource requirements.
SkillNeeds verificationAIRecommended
Requirements Writing
ProductTurning product intent into clear implementation constraints and acceptance checks.
Skill linked from curated resource requirements.
SkillNeeds verificationProductRecommended
Recommended tools
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Curated tool relationship for future one-stop directory pages.
ToolNeeds verificationOpen sourceSelf-hostedGitHub linked
Bolt.new
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Curated tool relationship for future one-stop directory pages.
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Curated tool relationship for future one-stop directory pages.
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Curated tool relationship for future one-stop directory pages.
ToolNeeds verificationOpen sourceSelf-hostedFreemiumGitHub linked
Lovable
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Curated tool relationship for future one-stop directory pages.
ToolNeeds verificationFreemium
Replit
AI App BuildersCloud development platform with AI-assisted coding and app deployment workflows.
Curated tool relationship for future one-stop directory pages.
ToolNeeds verificationFreemium
Windsurf
AI Coding AssistantsAI coding environment focused on assisted software development workflows.
Curated tool relationship for future one-stop directory pages.
ToolNeeds verificationFreemium
Base44
AI App BuildersAI app builder for creating business and internal tools from prompts.
Curated tool relationship for future one-stop directory pages.
ToolNeeds verificationFreemium
Devin
AI Coding AgentsCommercial AI software engineering agent for coding and development tasks.
Curated tool relationship for future one-stop directory pages.
ToolNeeds verificationPaid
Uizard
Design To Code AI ToolsAI-assisted UI design and prototyping tool for product screens and mockups.
Curated tool relationship for future one-stop directory pages.
ToolNeeds verificationFreemium
Repository candidates
No repository relationships are present for this use case yet.
Caveats and failure modes
Records are useful for discovery but still need source, license, pricing, and summary review before public ranking.