cyberneticlibrary

The library

Everything we index — ranked by what works, never by stars.

WORKS 48
Create reproducible dev environmentsskillEngineeringL3
flox-environments · Setting up project dependencies (Python, Node, Rust, system libs) once and sharing a lock file so all devs get identical environments.
WORKS 48
Convert webpages to markdownskillOpsL2
baoyu-url-to-markdown · Saving web articles, tweets, YouTube transcripts, or HN threads as markdown when you need structured content extraction with login support.
WORKS 48
Debug Kubernetes pods and nodesskillEngineeringL4
k8s-troubleshoot · Quickly diagnosing why a pod won't start or a container keeps crashing without ssh-ing into nodes.
WORKS 48
Review Flutter code qualityskillEngineeringL1
flutter-dart-code-review · Auditing Flutter code for state management anti-patterns and widget best practices regardless of which state library is used.
WORKS 48
Summarize WeChat group chatsskillOpsL2
baoyu-wechat-summary · Creating weekly WeChat group digests to surface key discussion points when you have active group chats.
WORKS 48
Manage virtual Kubernetes clustersskillEngineeringL4
k8s-vind · Creating lightweight isolated Kubernetes clusters for CI/CD, testing, or multi-tenant development without spinning up full clusters.
WORKS 58
Optimize form conversion ratesskillMarketingL1
form-cro · Reducing form friction (fewer fields, clearer CTAs) to increase lead capture when you have actual drop-off data or completion rates.
WORKS 48
Generate Little Red Book image cardsskillMarketingL2
baoyu-xhs-images · user mentions "小红书图片", "小红书种草", "小绿书", "微信图文", "微信贴图", "image cards", "图片卡片", baoyu-xhs-images, or wants social media infographic series.
WORKS 48
Add on-device AI to iOS appsskillEngineeringL3
foundation-models-on-device · building privacy-preserving or offline AI features, extracting structured data, or streaming model output in a native iOS app.
WORKS 48
Download YouTube transcriptsskillOpsL2
baoyu-youtube-transcript · user asks to "get YouTube transcript", "download subtitles", "get captions", "YouTube字幕", "YouTube封面", "视频封面", "video thumbnail", "video cover image", or provides a YouTube URL and wants the transcrip
WORKS 48
Build Node.js backend AI servicesskillEngineeringL3
ai-model-nodejs · Only SDK supporting image generation (ai.createImageModel + generateImage). Text models via ai.createModel with groups cloudbase, hunyuan-exp, or custom-*. Model IDs (deepseek-v4-flash, deepseek-v3.2,
WORKS 48
Handle errors as TypeScript valuesskillEngineeringL1
fp-ts-errors · you want type-safe explicit error handling in TS APIs or services.
WORKS 48
Add AI models to web appsskillEngineeringL2
ai-model-web · Default routing for page/页面/Web/前端/frontend/网页/H5 AI — call directly from browser, do NOT propose a Node.js proxy. Covers generateText and streamText. Models via ai.createModel with groups cloudbase,
WORKS 48
Use fp-ts for practical programmingskillEngineeringL1
fp-ts-pragmatic · writing or refactoring TypeScript with fp-ts (Option/Either/TaskEither).
WORKS 48
Build WeChat Mini Programs with AIskillEngineeringL3
ai-model-wechat · Features generateText and streamText with callbacks (onText, onEvent, onFinish). Models via wx.cloud.extend.AI.createModel with groups hunyuan-exp (小程序成长计划), cloudbase (main managed), or custom-*. Mod
WORKS 48
Type-Safe React State with fp-tsskillEngineeringL2
fp-ts-react · building React apps with functional, type-safe state and fetch handling.
WORKS 48
Authenticate Node.js with CloudBaseskillEngineeringL2
auth-nodejs-cloudbase · This skill should be used when Node.js code must read caller identity, inspect end users, or bridge an existing user system into CloudBase; not when configuring providers or building client login UI.
WORKS 48
Set Up Production CI/CD PipelinesskillEngineeringL4
senior-devops · setting up pipelines, deploying applications, managing infrastructure, implementing monitoring, or optimizing deployment processes.
WORKS 48
Configure CloudBase Authentication ProvidersskillEngineeringL2
auth-tool-cloudbase · This skill should be used when users need to inspect, enable, disable, or configure auth providers, publishable-key prerequisites, login methods, SMS/email sender setup, or other provider-side readine
WORKS 48
Build Accessible Web InterfacesskillEngineeringProductL2
frontend-a11y · building any interactive UI component or form.
WORKS 48
Integrate CloudBase Web AuthenticationskillEngineeringL2
auth-web-cloudbase · Provides concise and practical Web authentication solutions with multiple login methods and complete user management.
WORKS 47
Define Frontend Design StandardsskillProductEngineeringL1
frontend-design-direction · building or improving websites, dashboards, applications, components, landing pages, visual tools, or any web UI that needs stronger product-specific design judgment.
WORKS 48
Create Interactive HTML PresentationsskillMarketingSalesL2
frontend-slides · the user wants to build a presentation, convert a PPT/PPTX to web, or create slides for a talk/pitch. Helps non-designers discover their aesthetic through visual exploration rather than abstract choic
WORKS 48
Deploy CloudBase FunctionsskillEngineeringL3
cloud-functions · This skill should be used when users need application runtime code on CloudBase, not when they are merely calling CloudBase official platform APIs.
WORKS 48
Choose Rendering Model for Web AppsskillEngineeringProductL1
frontend-web-core · choosing a framework, wiring SSR-sensitive or motion code, or planning accessibility — the interlocking rules every frontend-web spoke depends on.
WORKS 48
Upload and Manage Cloud Storage FilesskillEngineeringL2
cloud-storage-web · Complete guide for CloudBase cloud storage using Web SDK (@cloudbase/js-sdk) - upload, download, temporary URLs, file management, and best practices.
WORKS 48
Validate Protocol State IntegrityskillEngineeringL2
invariant-review-skill · When using invariant-review-skill
WORKS 48
Route Web UI Tasks to SpecialistsskillEngineeringProductL1
frontend-web-orchestrator · When building a UI but the framework choice hasn't been locked in yet
WORKS 48
Deploy AI Agents with CloudBaseskillEngineeringL3
cloudbase-agent · When deploying CloudBase agents and need language-specific instructions
WORKS 48
Enforce Data Schema Before ChangesskillEngineeringL1
gateguard · When agents tend to guess instead of investigating before edits
WORKS 48
Build Python Agent BackendsskillEngineeringL3
cloudbase-agent-python · When deploying Python agents that need AG-UI protocol, persistent memory, and observability
WORKS 48
Diagnose MCP Connection IssuesskillEngineeringL2
mcp-diagnoser · When MCP servers fail to connect or authenticate unexpectedly
WORKS 48
Deploy Serverless Apps on GCPskillEngineeringL3
gcp-cloud-run · When building stateless, cold-start-optimized services on Cloud Run
WORKS 48
Deploy TypeScript AI AgentsskillEngineeringL3
cloudbase-agent · When serving TypeScript agents with client-state annotation and browser/mini-program UIs
WORKS 48
Manage CloudBase Resources via CLIskillEngineeringL2
cloudbase-cli · When deploying functions, apps, storage in CI/CD pipelines or batch operations
WORKS 53
Automate GitHub Issue FixesskillEngineeringL3
gh-issues · When auto-fixing many issues at once with sub-agents opening PRs in parallel
WORKS 48
Navigate CloudBase PlatformskillEngineeringL1
cloudbase-platform · When deciding which CloudBase service (functions, storage, auth, database) to use
WORKS 48
Tool Skill ReferenceskillL1
tool-skill · When troubleshooting command-line tool configuration and behavior
WORKS 48
Audit and Fix Web AccessibilityskillEngineeringProductL2
a11y-audit · When verifying WCAG 2.2 compliance on web interfaces
WORKS 48
Integrate WeChat Pay into web appsskillEngineeringL3
cloudbase-wechat-integration · When CloudBase APIs return errors or auth fails unexpectedly
WORKS 48
Build chat agent skillskillL1
chat_agent_skill · When MCP resource discovery or configuration is unclear
WORKS 48
Review and merge pull requests safelyskillEngineeringL2
git-pr-ops-core · When choosing between PR, branch, merge, or CI/CD patterns
WORKS 48
Plan and execute A/B testsskillMarketingProductL2
ab-test-setup · When quantifying feature impact before full rollout
WORKS 48
Deploy long-running backend servicesskillEngineeringL3
cloudrun-development · When agent deployment fails and root cause is unclear
WORKS 48
Route GitHub tasks to specialistsskillEngineeringL2
git-pr-ops-orchestrator · When the choice of bundler, runtime, or framework needs alignment
WORKS 48
Model complex database schemasskillEngineeringL2
data-model-creation · When defining schemas for NoSQL or relational storage
WORKS 48
Choose Git branching and merge strategyskillEngineeringL1
git-workflow · When coordinating multi-developer repos with automated checks
WORKS 55
Perform hostile code reviewsskillEngineeringL1
adversarial-reviewer · Catching production-breaking bugs and maintainability issues that self-review and agreeable LLMs miss
WORKS 48
Call CloudBase APIs over HTTPskillEngineeringL2
http-api-cloudbase · Non-Node backends and integration tests calling CloudBase features (database, functions, storage) without SDKs
WORKS 48
Parse SPECPR spectral data filesskillEngineeringL2
spectral-data-skill · Harmonizing spectral libraries across USGS, ASTER, EMIT, and ECOSTRESS for machine learning or geophysics
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