vibeeval/vibecosystem

AI Slop Cleaner removes dead imports, debug code, redundant comments, and other AI-generated bloat after a feature is implemented. It works in small passes and runs tests after each pass to catch regressions.

API Patterns covers REST and GraphQL design, versioning, validation, pagination, error responses, and contract testing. Use it when building consistent APIs that need stable schemas and predictable behavior.

API Versioning Patterns defines versioning strategies, breaking-change checks, deprecation phases, and migration guide structure for APIs. Use it when you need to ship compatible changes and retire old versions safely.

AWS Patterns covers Lambda best practices, S3 event handling, SQS/SNS fanout, and DynamoDB single-table access patterns for serverless AWS workloads. Use it when designing or reviewing managed-service backend architectures.

Accessibility Patterns covers WCAG 2.2 AA requirements, ARIA patterns, keyboard navigation, and screen reader-friendly UI practices. Use it when building or auditing interfaces for accessibility.

Accessibility Testing adds axe-core checks, WCAG 2.2 AA checklists, keyboard navigation tests, screen reader patterns, and ARIA validation for web apps. Use it to verify components and end-to-end flows meet common accessibility requirements.

Achievements adds a Steam-style XP, level, streak, and skill-tree system to the development workflow. Use it to track coding activity, reviews, bug fixes, and collaboration across sessions.

Agent Benchmark Framework measures agent response quality over time and compares runs against baselines. Use it before and after agent changes, for audits, and to catch regressions before release.

Agent Context Isolation keeps background agent work out of the main context by writing results to files. Use it when coordinating multiple agents, monitoring progress, or verifying work without pulling full transcripts into chat.

Agent Linter checks agent and skill files for required frontmatter, naming rules, and structural consistency. Use it when adding or editing agents and skills to catch silent runtime failures early.

Agent Orchestration tells Claude Code when to delegate implementation work to a helper agent to preserve main-context tokens. Use it for multi-file features, plan-following tasks, and tests.

Agent QA Testing checks whether agents follow their defined roles and protocol rules with assertion-based tests. Use it to catch role drift, boundary violations, output quality regressions, and inconsistent responses.

Agent Tamagotchi adds a virtual pet to the Claude Code terminal and statusline. It changes species, mood, and stats based on tests, builds, debugging, and swarm activity.

Agentic Workflow standardizes a multi-agent pipeline for implementation tasks. It uses background agents for research, planning, validation, implementation, and review with file-based handoffs and test-first execution.

Agentica Claude Proxy guides integrating Agentica SDK with Claude Code CLI as a proxy layer. Use it when setting up agents, debugging permission errors, SSE responses, or REPL output format issues.

Agentica Infrastructure provides API references for Agentica multi-agent coordination patterns and primitives. Use it when building, debugging, or extending Agentica workflows and tracking infrastructure.

Agentica Prompt Engineering helps you write prompts that Claude/REPL agents follow reliably by removing ambiguous instructions and using explicit handoff patterns. Use it for multi-agent orchestration, structured outputs, and prompt templates for research, planning, review, and debugging.

Agentica SDK builds Python agents with decorators, spawned agent instances, state persistence, tool scope, and MCP integration. Use it when creating agentic functions, multi-agent workflows, or debugging agent behavior.

Agentica Server helps set up and debug Agentica SDK with a local Claude proxy backend. Use it to start the server, verify health checks, and troubleshoot tool access or connection issues.

Agentica Spawn launches Agentica multi-agent patterns such as Swarm, Hierarchical, Generator/Critic, and Jury. Use it after choosing a pattern for research, implementation, refinement, or validation tasks.

Animation Patterns provides Framer Motion patterns for React UI motion, including page transitions, layout animations, skeleton loading, scroll-linked effects, and gestures. Use it when adding production-ready animations to React apps.

Art Director directs image generation models with structured prompts for banners, diagrams, logos, screenshots, and social visuals. Use it when Claude needs to plan artwork and send a prompt to Gemini, DALL-E, Flux, or Stable Diffusion.

Ast Grep Find searches code by syntax so it can match function calls, imports, and class definitions instead of plain text. Use it for precise refactors, renames, and previewed replacements across a codebase.

Async Repl Protocol defines how to write responses for Agentica's async REPL harness. Use await for Future-returning tools and keep compute and return in a single code block.

Autonomous PR Lifecycle creates a PR, waits on CI, fixes failures, applies review feedback, and prepares the branch for merge. Use it for controlled end-to-end pull request workflows with budget and time limits.