cyberneticlibrary

The library

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

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
Query and update Jira ticketsskillEngineeringL2
jira-integration · 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
Flash firmware to ESP devicesskillEngineeringL2
flash · 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
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 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 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
Build REST APIs with Ktor frameworkskillEngineeringL2
kotlin-ktor-patterns · Ktor server patterns: routing DSL, plugins, authentication, Koin DI, kotlinx.
WORKS 48
Write idiomatic Kotlin codeskillEngineeringL1
kotlin-patterns · Idiomatic Kotlin patterns and conventions covering null safety, immutability, sealed types, coroutines and Flow, extension functions, DSL builders, and Gradl...
WORKS 48
Write tested Kotlin with TDDskillEngineeringL2
kotlin-testing · Kotlin testing patterns with Kotest, MockK, coroutine testing, property-based testing, and Kover coverage, following TDD methodology.
WORKS 48
Document code review lessons learnedskillEngineeringL1
pr-review-anti-patterns · Add or remove entries in .
WORKS 48
Trace and monitor LLM applicationsskillEngineeringL3
langfuse · you need to trace, monitor, or debug an LLM app in production with Langfuse.
WORKS 48
Debug LangChain agent tracesskillEngineeringL2
langsmith-fetch · debugging agent behavior, investigating errors, analyzing tool calls, checking memory operations, or examining agent performance.
WORKS 48
Build Laravel apps with production patternsskillEngineeringL1
laravel-patterns · building Laravel apps or APIs, structuring controllers and services, modeling Eloquent relationships, or adding queues, events, and caching.
WORKS 48
Fix entire features across all dependenciesskillEngineeringL1
focused-fix · Building production focused-fix applications with best practices.
WORKS 48
Develop with Tencent CloudBase infrastructureskillEngineeringL2
cloudbase · Building production cloudbase applications with best practices.
WORKS 48
Find and evaluate Laravel packagesskillEngineeringL2
laravel-plugin-discovery · the user wants to find plugins, check package health, or assess Laravel/PHP compatibility.
WORKS 48
Audit API contracts and tool metadataskillEngineeringL2
api-contract-review · Leveraging api-contract-review for specific use cases and scenarios.
WORKS 48
Generate release notes from commitsskillEngineeringL1
change-writer · preparing for a release or summarizing recent work.
WORKS 48
Secure Laravel authentication and deploymentsskillEngineeringL1
laravel-security · adding authentication or authorization, handling user input or file uploads, managing secrets, or hardening a Laravel deployment.
WORKS 48
Audit codebase and fix issues systematicallyskillEngineeringL3
codebase-audit · Building production codebase-audit applications with best practices.
WORKS 48
Test Laravel features with test-driven developmentskillEngineeringL1
laravel-tdd · Leveraging laravel-tdd for specific use cases and scenarios.
WORKS 51
Analyze pull requests for code qualityskillEngineeringL2
code-reviewer · reviewing pull requests, analyzing code quality, identifying issues, generating review checklists.
WORKS 48
Check documentation for outdated contentskillEngineeringL1
doc-freshness-review · Leveraging doc-freshness-review for specific use cases and scenarios.
WORKS 48
Verify Laravel projects before deploymentskillEngineeringL2
laravel-verification · preparing a Laravel PR, after major refactors or dependency upgrades, or running pre-deploy lint-test-security-readiness gates.
WORKS 48
Standardize documentation workflowsskillEngineeringL1
docs-workflows · When standardizing documentation creation across teams.
WORKS 48
Create guided code walkthroughs and toursskillEngineeringL1
code-tour · When onboarding developers via guided architectural walkthroughs.
WORKS 48
Execute git and release workflowsskillEngineeringL1
git-workflows · When you need auditable, safe git delivery with automation.
WORKS 48
Generate onboarding docs for engineersskillEngineeringL2
codebase-onboarding · When quickly generating onboarding docs for unfamiliar repos.
WORKS 48
Build and maintain reusable skillsskillEngineeringL2
manage-local-skills · When converting ad-hoc prompts into standard reusable skills.
WORKS 48
Triage and fix MCP attribution issuesskillEngineeringL3
mcp-attribution-worktree · When triaging MCP failures with evidence and isolated fixes.
WORKS 48
Fix failing PRs and CI issuesskillEngineeringL3
pr-review-fix · When the structured workflow saves time vs ad-hoc execution.
WORKS 48
Initialize documentation frameworkskillEngineeringL1
doc-bootstrapping · When the structured workflow saves time vs ad-hoc execution.
WORKS 48
Subscribe to Tauri event handlersskillEngineeringL2
listening-to-tauri-events · When the structured workflow saves time vs ad-hoc execution.
WORKS 48
Automate periodic code reviewsskillEngineeringL3
review-automation-orchestrator · When the structured workflow saves time vs ad-hoc execution.
WORKS 48
Post pull requests for team reviewskillEngineeringL2
post-pr-for-review · When the structured workflow saves time vs ad-hoc execution.
WORKS 48
Secure autonomous trading agentsskillEngineeringL3
llm-trading-agent-security · Agents that sign and broadcast transactions need layered defenses (prompt sanitization, spend guards, simulation, circuit breakers) because a single control failure turns into asset loss.
WORKS 48
Design and audit reusable skillsskillEngineeringL1
skill-authoring · Creating new skills or reviewing existing ones benefits from explicit trigger optimization and behavior-change design before writing body content.
WORKS 48
Build SwiftUI macOS menu bar appsskillEngineeringL2
macos-menubar-tuist-app · macOS menubar utilities built with Tuist maintain testable architecture when model/client/store/view layers stay separate and launch via shell scripts instead of relying on tuist run.
WORKS 48
Package SwiftPM macOS appsskillEngineeringL3
macos-spm-app-packaging · Shipping macOS apps avoids Xcode project complexity when using a bootstrap template and script-driven packaging (build, sign, notarize, staple, appcast) workflow.
WORKS 48
Manage Tauri app resources and assetsskillEngineeringL2
managing-tauri-app-resources · Tauri apps ship consistently across platforms when asset paths and configuration are centralized and validated per target platform.
WORKS 48
Configure Tauri plugin permissions and securityskillEngineeringL2
managing-tauri-plugin-permissions · Tauri apps maintain user trust when plugins request only needed permissions, explain why upfront, and fail gracefully if permission is denied.
WORKS 48
Start structured feature changesskillEngineeringProductL2
openspec-new-change · the user wants to create a new feature, fix, or modification with a structured step-by-step approach
WORKS 48
Reference project coding standardsskillEngineeringL1
shared-conventions · asking about project structure, coding standards, or shared patterns.
WORKS 48
Validate built markdown and documentationskillEngineeringOpsL1
markdown-rendering-regression · validating built HTML from Markdown or MDX content, especially Astro docs/wiki pages, for raw Markdo
WORKS 48
Learn OpenSpec workflow hands-onskillEngineeringL2
openspec-onboard · Guided onboarding for OpenSpec - walk through a complete workflow cycle with narration and real code
page 22 / 86