cyberneticlibrary

The library

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

WORKS 48
Plan next wave of GitHub workskillEngineeringL2
github-next-wave-orchestrator · Delivery orchestration from stalled or high-context repositories where a human decision-maker needs status + prioritized next batch to review
WORKS 48
Optimize content for AI citationskillMarketingL1
aeo · B2B SaaS, healthcare, finance, and technical content where facts drive LLM citation and breaking top-10 Google results
WORKS 48
Build and publish WeChat mini appsskillEngineeringL3
miniprogram-development · Chinese mobile app distribution where native app store upload is slow; CloudBase mini programs for serverless mobile backends
WORKS 48
Recommend state management modelskillEngineeringL1
state-management-skill · Refactoring stale state models before major UI rewrites to avoid silent data loss
WORKS 48
Automate GitHub repo operationsskillEngineeringOpsL2
github-ops · Community-driven open-source projects needing continuous triage, CI reliability, and contributor experience management
WORKS 48
Query CloudBase document databaseskillEngineeringL2
cloudbase-document-database-web-sdk · Browser-side document CRUD with complex queries, pagination, aggregation, realtime, and geolocation when identity/permissions are first-class
WORKS 48
Manage GitHub via CLIskillEngineeringL1
github · Quick CI status checks, PR merge readiness audits, and API queries beyond web UI
WORKS 48
Define agent-to-agent protocolsskillEngineeringOpsL2
agent-protocol · Board meetings and C-suite coordination where multiple roles need to cross-pollinate views without groupthink or circular reasoning
WORKS 48
Query database from WeChat mini appsskillEngineeringL2
cloudbase-document-database-in-wechat-miniprogram · When building WeChat Mini Program apps needing NoSQL data access with `wx.cloud.database()`.
WORKS 48
Write idiomatic Go codeskillEngineeringL1
golang-patterns · When writing new Go code or refactoring existing Go projects.
WORKS 53
Design production multi-agent workflowsskillEngineeringL3
agent-workflow-designer · When architecting multi-step agent pipelines with specialist agents and explicit boundaries.
WORKS 48
Diagnose CloudBase resource healthskillEngineeringOpsL2
ops-inspector · When troubleshooting CloudBase errors or running comprehensive environment health checks.
WORKS 48
Write Go tests and benchmarksskillEngineeringL1
golang-testing · When implementing TDD in Go with comprehensive test coverage and benchmarks.
WORKS 48
Run N approaches in parallel for better resultsskillEngineeringProductL3
agenthub · When you want multiple AI approaches tried in parallel with competitive evaluation.
WORKS 48
Query and manage CloudBase SQL databasesskillEngineeringL3
relational-database-mcp-cloudbase · When agents need to query, modify, or manage MySQL instances through MCP tools.
WORKS 57
Fix search ranking and crawl issuesskillMarketingOpsL2
google-official-seo-guide · When improving SEO, implementing structured data, or fixing indexing issues.
WORKS 48
Plan sprints and write user storiesskillProductEngineeringL1
agile-product-owner · When writing user stories, defining acceptance criteria, or planning sprints.
WORKS 48
Build web apps that talk to CloudBaseskillEngineeringL2
relational-database-web-cloudbase · Web apps requiring browser-side CloudBase database access without backend wiring.
WORKS 48
Edit and migrate Google Workspace docsskillOpsProductivityL2
google-workspace-ops · Consolidating or cleaning shared docs across teams without raw API calls.
WORKS 48
Check EU AI Act compliance nowskillLegalOpsL1
ai-act-readiness · EU-bound AI systems needing Article 113 compliance refresh or Article 51 systemic-risk eval.
WORKS 48
Design specs before buildingskillEngineeringProductL1
spec-workflow · Multi-module architecture-heavy changes requiring explicit design before coding.
WORKS 48
Generate and edit images with GPTskillMarketingProductL2
gpt-image-2 · Text-to-image/i2i workflows leveraging ChatGPT subscription without separate OpenAI billing.
WORKS 48
Audit AI systems for security risksskillEngineeringLegalL2
ai-security · LLM agents or classifiers needing ATLAS-mapped vulnerability assessment pre-deployment.
WORKS 56
Design interfaces before buildingskillProductEngineeringL1
ui-design · Web/mini-program interfaces needing distinctive visual identity pre-code.
WORKS 48
Download Instagram posts and storiesskillMarketingOpsL2
gram-cli · Publication asset collection pipelines harvesting Instagram content without raw API.
WORKS 48
Build and deploy web frontendsskillEngineeringL2
web-development · Engineering-phase web work where visual intent is fixed and scope well-defined.
WORKS 48
Plan growth content campaignsskillMarketingSalesL1
growth-content-core · Content teams needing consistent buyer-stage routing without campaign contradictions.
WORKS 48
Audit AI management systemsskillOpsLegalL1
aims-audit · AI systems needing pre-deployment safety and compliance validation.
WORKS 48
Build CloudBase apps and servicesskillEngineeringL3
cloudbase · Applications requiring rapid CloudBase integration without manual setup.
WORKS 52
Route content and growth tasksskillMarketingSalesL1
growth-content-orchestrator · Growth campaigns requiring coordinated content across research/copywriting/ads spokes.
WORKS 48
Build all-in-one CloudBase appsskillEngineeringL3
cloudbase-all-in-one · Fast CloudBase onboarding without manual service-by-service wiring.
WORKS 48
Test pricing and conversion changesskillMarketingSalesL1
growth-sales-cro-core · Sales/CRO teams needing disciplined testing without conflicting experiments.
WORKS 48
Make market-first business decisionsskillL1
andreessen · Early-stage deal evaluation using canonical venture assessment frameworks.
WORKS 48
Route growth and sales optimizationskillSalesMarketingL1
growth-sales-cro-orchestrator · Complex sales funnels requiring multi-stage CRO coordination.
WORKS 48
Capture and organize ChatGPT workskillOpsProductivityL1
ChatGPT-Mobile-Knowledge-Feed.skill · Mobile apps requiring AI-powered personalized content feeds.
WORKS 52
Optimize content to rank in searchskillMarketingL1
growth-seo-core · Content teams building searchable assets with SEO-first keyword selection.
WORKS 48
Generate API integration test suitesskillEngineeringL1
api-test-suite-builder · API services needing rapid test coverage generation without manual test writing.
WORKS 54
Route SEO tasks to specialist skillsskillMarketingL2
growth-seo-orchestrator · When user wants to rank or improve search visibility but hasn't specified whether they need keyword research, content audit, or technical SEO.
WORKS 55
Optimize app store visibility and rankingsskillMarketingProductL1
app-store-optimization · When launching a new app or improving visibility on App Store/Play Store with keyword-driven optimization.
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
Link marketing activities to revenueskillDataMarketingL2
revenue_attribution.skill · When evaluating which marketing campaigns actually drive client acquisition and transaction revenue.
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
Manage Atlassian products and access controlsskillOpsHRL2
atlassian-admin · When onboarding/offboarding users and managing org-wide Atlassian governance and access control.
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.
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