cyberneticlibrary

The library

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

WORKS 48
Install Codex skills from GitHubskillEngineeringL1
skill-installer · When installing workspace-local skills from GitHub or curated sources into workspace/skills/
WORKS 48
Stress-test plans for customer retention risksskillSalesOpsL1
cco-review · When customer retention/segmentation/CS hiring decisions need pressure-tested against hard metrics
WORKS 48
Generate images with Google GeminiskillMarketingProductL2
imagen · When generating UI placeholders, documentation illustrations, or design assets during development
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 novels with multi-agent automationskillL3
inkos-multi-agent-novel-writing · When autonomous novel generation with multi-agent auditing and revision gates is required
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 55
Model unit economics and fundraising strategyskillFinanceOpsL2
cfo-advisor · When modeling unit economics, burn rate scenarios, and financial planning for fundraising
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
Scrutinize financial plans and capital allocationskillFinanceL1
cfo-review · When spend, hiring, or fundraising decisions need numerate stress-testing on unit economics
WORKS 48
Retrieve current chat historyskillL1
get-chat-history · When retrieving recent conversation history to contextualize follow-up queries
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
Pre-mortem risk analysisskillOpsL1
challenge · When pre-validating any plan that requires resource commitment or board/investor presentation
WORKS 48
Enforce notebook determinismskillEngineeringL1
notebook-determinism-enforcer · When enforcing notebook reproducibility and eliminating non-deterministic patterns in data pipelines
WORKS 48
Roll out organizational changesskillOpsL1
change-management · When rolling out organizational changes, tool migrations, or strategy pivots that need adoption
WORKS 48
Error handling patternskillEngineeringL1
2084-error-handling-pattern_364bc098 · When structuring exception hierarchies for specific error types (auth, rate limit, policy, etc.)
WORKS 48
Forecast demand and inventoryskillOpsL1
inventory-demand-planning · When forecasting SKU demand, setting safety stock, and planning replenishment at multi-location retailers
WORKS 57
Generate release notes automaticallyskillEngineeringL2
changelog-generator · Automating consistent, auditable release documentation in CI pipelines when conventional commits are enforced.
WORKS 48
Build investor pitch materialsskillFinanceL1
investor-materials · Building pitch decks, one-pagers, and financial models when all docs must sync around canonical traction metrics and raise size.
WORKS 50
Validate changelog conventionsskillEngineeringL2
changelog · Automating consistent, auditable release documentation in CI pipelines when conventional commits are enforced.
WORKS 47
Draft investor cold outreachskillSalesL1
investor-outreach · Writing cold emails and warm intros to VCs when the ask is explicit and proof points are concrete, not adjective-heavy.
WORKS 48
Optimize sales channel economicsskillSalesL1
channel-economics · Quarterly channel reviews when pipeline is split 50/50 direct-vs-partner and nobody knows which channel actually clears the loaded-cost bar.
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.
WORKS 48
Generate iOS app iconsskillEngineeringL2
ios-icon-gen · Creating PNG icon assets for Xcode when you need SF Symbols (native Apple style) or Iconify (275k+ open source icons) in one output format.
WORKS 48
Design chaos experimentsskillEngineeringL1
chaos-experiment · Using this artifact when the standard alternative doesn't fit your constraints.
WORKS 48
Enforce Java coding standardsskillEngineeringL1
java-coding-standards · Code review and writing when Spring Boot or Quarkus projects need consistent naming, immutability, exception, and CDI patterns enforced across the team.
WORKS 48
Navigate AI buy vs build decisionsskillProductL1
chief-ai-officer-advisor · Strategic AI decisions when founders/CAIOs need 3-year TCO, regulatory risk tier, and API-vs-self-hosted breakeven for each use case.
WORKS 48
Query and update Jira ticketsskillEngineeringL2
jira-integration · Using this artifact when the standard alternative doesn't fit your constraints.
WORKS 48
Model customer retention strategyskillSalesL1
chief-customer-officer-advisor · Using this artifact when the standard alternative doesn't fit your constraints.
WORKS 48
Optimize Hibernate queriesskillEngineeringL1
jpa-patterns · Using this artifact when the standard alternative doesn't fit your constraints.
WORKS 48
Advise on AI training data rightsskillLegalL1
chief-data-officer-advisor · Using this artifact when the standard alternative doesn't fit your constraints.
WORKS 48
Flash firmware to ESP devicesskillEngineeringL2
flash · Using this artifact when the standard alternative doesn't fit your constraints.
WORKS 48
Create JSON Canvas mind mapsskillL1
json-canvas · Using this artifact when the standard alternative doesn't fit your constraints.
WORKS 48
Orchestrate C-suite decisionsskillOpsL3
chief-of-staff · Using this artifact when the standard alternative doesn't fit your constraints.
WORKS 48
Choose your JVM stack and architectureskillEngineeringL1
jvm-core · Using this artifact when the standard alternative doesn't fit your constraints.
WORKS 48
Build hiring and compensation strategyskillHRL1
chro-advisor · People leadership for scaling companies.
WORKS 48
Automate Gmail, Calendar, and ContactsskillL2
gog · Google Workspace CLI for Gmail, Calendar, Drive, and Contacts.
WORKS 48
Route JVM tasks to specialized skillsskillEngineeringL2
jvm-orchestrator · Route a JVM task to the right skill among 16 specialists — Kotlin language/coroutines/Exposed/Ktor, Java coding standards, the Spring Boot stack (patterns, T...
WORKS 47
Reduce churn with save offers and dunningskillSalesL2
churn-prevention · Reduce voluntary and involuntary churn through cancel flow design, save offers, exit surveys, and dunning sequences.
WORKS 48
Sync and search your knowledge systemsskillProductivityL2
knowledge-ops · Knowledge base management, ingestion, sync, and retrieval across multiple storage layers (local files, MCP memory, vector stores, Git repos).
WORKS 48
Generate CI/CD pipelines automaticallyskillEngineeringL3
ci-cd-pipeline-builder · Generate pragmatic CI/CD pipelines from detected project stack signals — fast baseline generation, repeatable checks, environment-aware deployment stages.
WORKS 48
Master Kotlin async and reactive flowsskillEngineeringL1
kotlin-coroutines-flows · Kotlin Coroutines and Flow patterns for Android and KMP, covering structured concurrency, Flow operators, StateFlow, error handling, and testing.
WORKS 48
Build security compliance programsskillLegalL1
ciso-advisor · Security leadership for growth-stage companies.
WORKS 48
Manage project memory and contextskillProductivityL2
hyperflow-cache · Hyperflow memory manager.
WORKS 48
Build database queries with Exposed ORMskillEngineeringL2
kotlin-exposed-patterns · JetBrains Exposed ORM patterns including DSL queries, DAO pattern, transactions, HikariCP connection pooling, Flyway migrations, and repository pattern.
WORKS 48
Audit data and compliance risksskillLegalL1
ciso-review · /cs:ciso-review <plan> — Risk-paranoid interrogation of any plan that touches data, compliance, or production access.
WORKS 48
Build REST APIs with Ktor frameworkskillEngineeringL2
kotlin-ktor-patterns · Ktor server patterns: routing DSL, plugins, authentication, Koin DI, kotlinx.
WORKS 48
Learn Claude and power user skillsskillProductivityL1
claude-coach · Personal coach that teaches users to become Claude power users.
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