cyberneticlibrary

The library

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

ArtifactsCapabilitiesRecipes
kindallskillworkflowmcp_servercommandsubagentplugin|✓ proven✗ harmfulmeasured only4,285 artifacts
forSalesMarketingHRFinanceLegalOpsProductEngineeringDataProductivitySupportsetup≤ plug & play≤ + a key≤ multi-tool
WORKS 48
Summarize branch readiness for PR prepskillEngineeringL2
MOVA: finish_branch_v1 (wrapper) · Automating branch readiness checks before pull request creation via Codex
WORKS 48
Reference devops-infra cluster safety boundariesskillEngineeringL1
devops-infra-core · Establishing consistent safety practices across heterogeneous infrastructure tooling
WORKS 48
Route DevOps tasks to infrastructure specialistsskillEngineeringL1
devops-infra-orchestrator · Routing infrastructure work to the right specialist tool without naming the layer
WORKS 48
Build production Discord bots with slash commandsskillEngineeringL3
discord-bot-architect · Authoring production Discord bots with proper intents, permissions, and command architecture
WORKS 48
Build and submit Tauri Android appsskillEngineeringL3
distributing-tauri-for-android · Shipping Tauri desktop apps to Google Play Store with proper signing
WORKS 48
Package and distribute Tauri iOS appsskillEngineeringL3
distributing-tauri-for-ios · Shipping Tauri desktop apps to Apple App Store with notarization
WORKS 48
Build macOS installers for Tauri appsskillEngineeringL3
distributing-tauri-for-macos · Signing and notarizing Tauri apps for distribution on macOS
WORKS 48
Create Windows installers for TauriskillEngineeringL3
distributing-tauri-for-windows · Shipping production Tauri apps with customized install experience and multiple language support.
WORKS 48
Build async background tasks in DjangoskillEngineeringL3
django-celery · Offloading email, PDF generation, and API calls from request cycle to scale web app.
WORKS 48
Build scalable Django REST APIsskillEngineeringL3
django-patterns · Laying out production Django applications with clear separation of concerns and REST API design.
WORKS 48
Harden Django authentication and securityskillEngineeringL3
django-security · Hardening Django apps against common web vulnerabilities before production deployment.
WORKS 48
Test Django apps with pytestskillEngineeringL2
django-tdd · Building confidence in Django code changes before merging via test-first development.
WORKS 48
Validate Django migrations and testsskillEngineeringL3
django-verification · Confirming Django views work correctly before shipping by visual and behavioral testing.
WORKS 48
Automate web testing and form fillingskillEngineeringL2
browser-automation · Scraping JavaScript-heavy sites and testing web apps without mocking.
WORKS 48
Configure Docker for local developmentskillEngineeringL2
docker-patterns · Standardizing development, testing, and production environments across teams.
WORKS 48
Implement hexagonal architecture with dependency injectionskillEngineeringL3
hexagonal-inversify-di · When structuring monorepos with strict DI wiring and Ports & Adapters.
WORKS 48
Fetch current library documentationskillEngineeringL2
documentation-lookup · When you need current API docs that may be stale in training data.
WORKS 48
Build graph neural networks for classificationskillEngineeringDataL3
torch-geometric · When building custom GNN layers for node/link/graph classification.
WORKS 48
Design system architecture and structureskillEngineeringL1
architecture-guidelines · When designing systems needing consistent module structure and testing.
WORKS 48
Build GNNs for drug discovery and protein modelingskillEngineeringDataL3
torchdrug · When building custom architectures for molecular property or protein prediction.
WORKS 48
Debug iOS Safari web pagesskillEngineeringL2
ios-safari-debug · When inspecting real Safari tabs on connected iOS devices.
WORKS 48
Run transformer model inference and fine-tuningskillEngineeringDataL2
transformers · When loading Hub models for inference or fine-tuning.
WORKS 42
Control browser and interact with web pagesskillEngineeringL2
browser-automation · When testing or scraping JavaScript-heavy applications.
WORKS 48
Extract web data without launching browserskillEngineeringDataL1
unbrowser · When scraping static or client-rendered content without browser overhead.
WORKS 48
Draft conventional commit messagesskillEngineeringL1
draft-commit-message · When authoring conventional commits with automatic type inference.
WORKS 48
Browse and interact with web pagesskillEngineeringL2
browse-page · When you need to read page content and navigate links.
WORKS 48
Execute JavaScript in page contextskillEngineeringL2
playwright-browser-evaluate · When running custom JavaScript in a Playwright browser.
WORKS 44
Manage GitHub pull requestsskillEngineeringL2
project-pull-request · Creating GitHub PRs with required templates, security reviews, and conventional commit standards.
WORKS 48
Prepare and publish software releasesskillEngineeringL2
project-release · Publishing semantic-versioned releases with changelog, GitHub Release, Docker, npm, and docs updates.
WORKS 48
Set up local Kubernetes environmentsskillEngineeringL3
kubernetes · Setting up and managing local Kubernetes clusters for testing cloud-native applications.
WORKS 48
Build stateful coordination systemsskillEngineeringL3
durable-objects · Building stateful, coordinated applications on Cloudflare edge with SQLite storage and WebSocket support.
WORKS 49
Design adaptive workflow agentsskillEngineeringL3
dynamic-workflow-mode · Orchestrating multi-step agentic workflows with dynamic branching and tool composition.
WORKS 48
Manage serverless distributed SQLskillEngineeringL3
amazon aurora dsql · Building distributed SQL applications on Aurora DSQL with strong consistency guarantees.
WORKS 48
Build reliable end-to-end testsskillEngineeringL2
e2e-testing · Writing and running end-to-end tests with automated browser interaction and visual validation.
WORKS 48
Ship updates to desktop applicationsskillEngineeringL3
electron-auto-update · Implementing automatic software updates for Electron applications with rollback and version checking.
WORKS 48
LangChain utility functionsskillEngineeringL2
_utils · Providing shared utility functions and helpers for cross-skill code reuse.
WORKS 48
Package and sign desktop applicationsskillEngineeringL3
electron-builder-packaging · Packaging Electron applications for multiple platforms with signing and distribution.
WORKS 48
Run full repository validation suiteskillEngineeringL2
validate · Finishing a feature, fix, refactor, or dependency bump before committing
WORKS 48
Architect Electron desktop applicationsskillEngineeringL2
electron-core · Making Electron architecture or security decisions — the foundational model every spoke shares
WORKS 48
Manage distributed SQL databasesskillEngineeringL3
distributed sql · Distributed SQL queries needing serverless PostgreSQL compatibility without standalone database
WORKS 48
Wire safe inter-process communicationskillEngineeringL2
electron-main-renderer-ipc · Exposing main-process capability to the UI without punching through the security boundary
WORKS 48
Load backend context quicklyskillEngineeringL1
backend-context-loader · Quick context for backend tasks without wasting tokens on full discovery
WORKS 48
Route Electron app development tasksskillEngineeringL2
electron-orchestrator · Deciding which Electron subsystem to pull next without reading all spokes first
WORKS 51
Debug AgentCore sessions via CloudWatch LogsskillEngineeringL3
agentcore-investigation · Debugging AgentCore agent sessions, tracing tool calls, or analyzing latency
WORKS 48
Harden Electron app security checklistskillEngineeringL1
electron-security · Auditing Electron hardening before shipping — the non-optional security checklist
WORKS 48
Execute software release workflowsskillEngineeringL2
release · Manual version bumps and crates.io publishing (CI release disabled)
WORKS 48
Embed external binaries in Tauri appsskillEngineeringL2
embedding-tauri-sidecars · Running Tauri apps from Node.js without standalone binaries
WORKS 48
Cut Portainer MCP releases and updatesskillEngineeringL3
portainer-mcp-release · One-off quarterly spec bumps with version synchronization across nine files.
WORKS 48
Apply factory pattern to C codeskillEngineeringL1
patterns/factory · Centralizing object creation logic and enabling dependency injection at construction.
WORKS 48
Build robust error handling patternsskillEngineeringL1
error-handling · Production systems needing consistent error semantics across TypeScript/Python/Go.
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