cyberneticlibrary

The library

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

WORKS 48
Build CloudBase apps and servicesskillEngineeringL3
cloudbase · Applications requiring rapid CloudBase integration without manual setup.
WORKS 48
Build all-in-one CloudBase appsskillEngineeringL3
cloudbase-all-in-one · Fast CloudBase onboarding without manual service-by-service wiring.
WORKS 48
Generate API integration test suitesskillEngineeringL1
api-test-suite-builder · API services needing rapid test coverage generation without manual test writing.
WORKS 48
Add post-deployment report generationskillEngineeringL2
2026-05-18-pr-38-add-post-deploy-report-skill · When you need a persistent, auditable record of what was built, why, and quality signals from each change.
WORKS 48
Build GSAP scroll animation landing pagesskillEngineeringMarketingL1
gsap-awwwards-website · When building an Awwwards-grade product landing page with smooth scroll-driven animations.
WORKS 48
Follow Apple Human Interface GuidelinesskillProductEngineeringL1
apple-hig-expert · When you need authoritative compliance with Apple's 2026 design system and accessibility standards.
WORKS 48
Build clinical decision support safety checksskillEngineeringProductL2
healthcare-cdss-patterns · When building medication safety checks that must block critical interactions and never silently fail.
WORKS 48
Enforce healthcare data protection contractsskillEngineeringLegalL2
healthcare-core · When defining the interlocking safety and privacy rules that every healthcare feature must follow.
WORKS 48
Create standardized Atlassian templatesskillOpsEngineeringL2
atlassian-templates · When you need org-wide consistency and want to accelerate content creation with validated templates.
WORKS 48
Build EMR encounter and prescription featuresskillEngineeringProductL2
healthcare-emr-patterns · When building patient encounter, clinical note, or prescription features that must prioritize practitioner efficiency and patient safety.
WORKS 53
Auto-optimize code by measurable metricsskillEngineeringL3
autoresearch-agent · When you need multi-source fact-checked research with explicit citations and adversarial verification.
WORKS 48
Map security telemetry to ASIM standardskillOpsEngineeringL2
microsoft-sentinel-asim-skill · When centralizing security logs from multiple sources and need vendor-agnostic querying.
WORKS 48
Gate healthcare deployments with safety testsskillEngineeringOpsL2
healthcare-eval-harness · When you need automated safety gates that block deploys on critical failures and prevent regression.
WORKS 48
Design serverless AWS architecturesskillEngineeringOpsL2
aws-solution-architect · When architecting cloud infrastructure that balances performance, cost, and regulatory compliance.
WORKS 48
Route healthcare tasks to specialistsskillEngineeringProductL2
healthcare-orchestrator · When working on healthcare systems and need to ensure every feature follows safety and privacy guardrails.
WORKS 48
Design Azure cloud infrastructuresskillEngineeringOpsL2
azure-cloud-architect · When architecting on Microsoft Azure and need platform-specific guidance on services, sizing, and cost.
WORKS 55
Enforce HIPAA and GDPR data complianceskillLegalEngineeringL2
healthcare-phi-compliance · When you need to handle patient health information and must ensure HIPAA/DISHA/GDPR compliance.
WORKS 48
Create node property constraints in FalkorDBskillEngineeringL2
Manage constraints with awareness of async creation · When you need data integrity constraints in systems with asynchronous, concurrent writes.
WORKS 48
Harden host security and risk postureskillOpsEngineeringL2
healthcheck · Harden agent gateway hosts before exposing to untrusted networks without reinitializing the entire infrastructure.
WORKS 48
Refactor toward hexagonal architectureskillEngineeringL2
hexagonal-architecture · Refactor tightly coupled code or build systems where persistence and transport must be swapped without rewriting business logic.
WORKS 48
Render code review contextskillEngineeringL1
code-review-context · Prevent LLM model context bloat and cache misses by capping injected code-review history.
WORKS 48
Integrate HubSpot CRM systemsskillEngineeringL3
hubspot-integration · Sync HubSpot CRM data to internal systems without manual exports or duplicate data entry.
WORKS 48
Manage Hugging Face Hub assetsskillEngineeringL2
hugging-face-cli · Download and run Hugging Face models locally without writing boilerplate Python code.
WORKS 48
Test cross-browser compatibilityskillEngineeringL2
browserstack · Test web app across 100+ real browser/device combos without owning physical devices.
WORKS 48
Build Gradio ML demosskillEngineeringL2
hugging-face-gradio · When building quick ML demos, chatbot UIs, or prototypes that need browser-based interaction without custom web frontend development.
WORKS 48
Run cloud training on Hugging FaceskillEngineeringL3
hugging-face-jobs · When running data processing, batch inference, model training, or ML experiments without local GPU setup or infrastructure complexity.
WORKS 48
Initialize development environmentskillEngineeringL1
setup-env · When preparing Akash Node or similar projects that require environment setup before running make targets.
WORKS 48
Fine-tune language models on cloudskillEngineeringL3
hugging-face-model-trainer · When fine-tuning LLMs (SFT/DPO/GRPO) on managed cloud GPUs without local infrastructure, with automatic Hub persistence.
WORKS 48
Publish research on Hugging FaceskillEngineeringL2
hugging-face-paper-publisher · When publishing research papers to Hugging Face for discovery, linking to trained models/datasets, or managing paper visibility on profile.
WORKS 48
Evaluate AI plans like a Chief AI OfficerskillProductEngineeringL1
caio-review · When evaluating any AI feature ship, multi-year vendor commitment, or AI team expansion for soundness before execution.
WORKS 48
Summarize academic papers from Hugging Face or arXivskillDataEngineeringL1
hugging-face-papers · When analyzing or summarizing AI research papers with automatic metadata extraction and linking to related Hub artifacts.
WORKS 48
Track ML experiments with Hugging Face TrackioskillEngineeringDataL2
hugging-face-trackio · When running long training jobs and need real-time visibility into convergence, hardware utilization, and early stopping signals.
WORKS 48
Fine-tune vision models on Hugging FaceskillEngineeringDataL3
hugging-face-vision-trainer · When fine-tuning vision models (detection/classification/segmentation) for domain-specific image tasks with automatic Hub integration.
WORKS 48
Develop and deploy CloudBase web appsskillEngineeringProductL3
cloudbase-sites-runtime · When deploying Node.js, Python, or Go web apps quickly without container orchestration overhead.
WORKS 52
Prepare MVP for production deploymentskillEngineeringOpsL2
deployment-readiness-skill · When validating readiness before production deployment and want automated checks for security, performance, and test coverage.
WORKS 48
Convert 2D images to 3D modelsskillProductEngineeringL2
hunyuan3d · When rapidly prototyping 3D assets for games, AR, product visualization, or design exploration from text or image reference.
WORKS 48
Scaffold and debug HyperFrames projectsskillEngineeringProductL2
hyperframes-cli · When scaffolding, linting, previewing, or rendering HTML video compositions for final delivery
WORKS 48
Install Codex skills from GitHubskillEngineeringL1
skill-installer · When installing workspace-local skills from GitHub or curated sources into workspace/skills/
WORKS 48
Challenge plans for data architecture risksskillEngineeringDataL1
cdo-review · When data architecture, AI training data, or data monetization decisions need scrutiny on consent/dependencies
WORKS 48
Write technical documentationskillEngineeringOpsL1
docs · When writing technical documentation that must be terse, scannable, and friendly
WORKS 48
Build serverless event-driven workflowsskillEngineeringOpsL3
inngest · When implementing serverless background jobs and durable multi-step workflows without queue infrastructure
WORKS 48
Integrate JavaScript frameworks with TauriskillEngineeringL2
integrating-tauri-js-frontends · When configuring Next.js, Nuxt, SvelteKit, or Vite for static output in Tauri v2
WORKS 48
Build Tauri V2 Rust WASM appsskillEngineeringL3
integrating-tauri-rust-frontends · When integrating Leptos, Yew, Dioxus, or Sycamore WASM frameworks into Tauri v2
WORKS 48
Enforce notebook determinismskillEngineeringL1
notebook-determinism-enforcer · When enforcing notebook reproducibility and eliminating non-deterministic patterns in data pipelines
WORKS 48
Error handling patternskillEngineeringL1
2084-error-handling-pattern_364bc098 · When structuring exception hierarchies for specific error types (auth, rate limit, policy, etc.)
WORKS 57
Generate release notes automaticallyskillEngineeringL2
changelog-generator · Automating consistent, auditable release documentation in CI pipelines when conventional commits are enforced.
WORKS 50
Validate changelog conventionsskillEngineeringL2
changelog · Automating consistent, auditable release documentation in CI pipelines when conventional commits are enforced.
WORKS 48
Debug iOS apps on simulatorskillEngineeringL2
ios-debugger-agent · Testing iOS app flows in a booted simulator when you need real UI interaction, screenshots, and runtime log capture without building in Xcode UI.
WORKS 48
Plan chaos engineering testsskillEngineeringL2
chaos-engineering · Planning fault-injection tests when steady-state metrics, abort criteria, and blast radius must be defined before any failure is injected.
WORKS 46
Validate release readinessskillEngineeringL1
Release Checklist · Automating consistent, auditable release documentation in CI pipelines when conventional commits are enforced.
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