cyberneticlibrary

The library

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

ArtifactsCapabilitiesRecipes
kindallskillworkflowmcp_servercommandsubagentplugin|✓ proven✗ harmfulmeasured only5,396 artifacts
forSalesMarketingHRFinanceLegalOpsProductEngineeringDataProductivitySupportsetup≤ plug & play≤ + a key≤ multi-tool
WORKS 48
Store and process large scientific arraysskillDataL3
zarr-python · Storing and analyzing multi-dimensional scientific arrays with efficient compression and concurrent access.
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
Organize and track complex projectsskillOpsProductL2
planning-with-files · Generating detailed project plans, task breakdowns, and resource schedules from specifications.
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
Organize and track complex projectsskillOpsProductL2
planning-with-files · Multi-step tasks, research, or building projects that span many tool calls
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
Manage Rancher and Kubernetes infrastructureskillOpsL2
rancher-mcp-server · Safe cluster operations with tool-oriented workflows and write gates
WORKS 48
Triage and draft emails autonomouslyskillOpsL2
email-ops · Mailbox work where draft verification and Sent proof matter more than generic writing
WORKS 48
Plan complex multi-step projectsskillProductivityL1
planning-with-files · Multi-step tasks, research, or building projects spanning many tool calls
WORKS 48
Execute software release workflowsskillEngineeringL2
release · Manual version bumps and crates.io publishing (CI release disabled)
WORKS 51
Design and optimize email drip campaignsskillMarketingL2
email-sequence · Designing multi-email welcome, nurture, or lifecycle flows
WORKS 48
Plan complex multi-step projectsskillProductivityL1
planning-with-files · Multi-step tasks, research, or building projects spanning many tool calls
WORKS 48
Manage Cloudflare Workers and infrastructureskillOpsL2
cloudflare-management · Bulk edge config and DNS changes without UI clicking
WORKS 48
Embed external binaries in Tauri appsskillEngineeringL2
embedding-tauri-sidecars · Running Tauri apps from Node.js without standalone binaries
WORKS 48
Manage AWS S3 buckets and objectsskillOpsL2
s3-management · Bulk S3 operations and backups without console clicks
WORKS 48
Control Sonos speakers and playbackskillOpsL2
sonoscli · Embedding full-text search without external databases
WORKS 48
Optimize electricity and gas procurementskillFinanceL1
energy-procurement · Multi-year power procurement and sustainability strategy
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.
WORKS 48
Plan complex multi-step projectsskillProductivityL1
pi-planning-with-files · Complex 5+ step tasks needing persistent working memory and session recovery.
WORKS 48
Optimize Portainer MCP query patternsskillEngineeringL1
portainer-mcp-hygiene · Large Portainer queries where 20K+ tokens of unneeded data would waste context.
WORKS 48
Measure agent reliability with formal evalsskillEngineeringL2
eval-harness · AI-assisted workflows where deterministic pass/fail is needed before implementation.
WORKS 48
Plan complex multi-step projectsskillProductivityL1
planning-with-files-ar · المشاريع المعقدة بـ 5+ خطوات تحتاج ذاكرة عمل دائمة.
WORKS 48
Configure Kubernetes autoscalingskillOpsL2
k8s-autoscaling · Workloads with variable demand or event-driven spikes requiring automatic capacity adjustment.
WORKS 48
Evaluate agent behavior at scaleskillEngineeringL2
evals · Teams validating agent prompt changes or model upgrades with quantified reliability metrics.
WORKS 48
Plan complex multi-step projectsskillProductivityL1
planning-with-files-de · Komplexe Projekte mit 5+ Schritten, die persistente Arbeitsspeicher benötigen.
WORKS 48
Backup and restore Kubernetes clustersskillOpsL2
k8s-backup · Disaster recovery workflows where cluster state and data must be preserved and recoverable.
WORKS 48
Automate Kubernetes dashboard interactionskillOpsL2
k8s-browser · Interactive exploration of cluster state without writing scripts.
WORKS 48
Prevent EVM token decimal mismatchesskillEngineeringDataL2
evm-token-decimals · DeFi parsing tasks where token amounts must be normalized by contract decimals.
WORKS 48
Plan complex tasks with file structureskillProductivityL1
planning-with-files-zh · 需要持久化工作记忆的复杂 5+ 步项目。
WORKS 48
Manage Kubernetes cluster lifecycleskillEngineeringOpsL4
k8s-capi · Use when working with skill named k8s-capi.
WORKS 48
Handle multi-payer insurance coverageskillFinanceOpsL2
coverage · Use when working with skill named coverage.
WORKS 48
Search web and code with neural AIskillEngineeringDataL2
exa-search · Use when working with skill named exa-search.
WORKS 48
Plan complex tasks with file structureskillProductivityL1
planning-with-files-zht · 需要持久化工作记忆的复杂 5+ 步项目。
WORKS 48
Manage Kubernetes TLS certificatesskillEngineeringOpsL3
k8s-certs · Use when working with skill named k8s-certs.
WORKS 48
Add API routes to Expo appskillEngineeringL2
expo-api-routes · Use when working with skill named expo-api-routes.
WORKS 48
Monitor Kubernetes network trafficskillEngineeringOpsL3
k8s-cilium · Troubleshooting cross-pod connectivity issues faster than raw iptables inspection
WORKS 48
Build Expo CI/CD workflowsskillEngineeringL3
expo-cicd-workflows · Ensuring EAS workflows conform to latest schema without manual spec parsing
WORKS 48
Automate multi-language releasesskillEngineeringL2
release-skills · Packaging multi-language projects (Node/Python/Rust/Claude Plugin) with unified versioning
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