cyberneticlibrary

The library

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

WORKS 48
Verify feature implementations are completeskillEngineeringProductL2
openspec-verify-change · the user wants to validate that implementation is complete, correct, and coherent before archiving.
WORKS 48
Troubleshoot VMware load balancing and ingressskillOpsEngineeringL3
vmware-avi · Use this skill whenever the user mentions load balancing, ingress, virtual services, pool members, A
WORKS 48
Route media generation pipeline decisionsskillEngineeringProductL2
media-gen-core · "Shared reference for the media-gen cluster: the backend-routing decision (access/billing model × mo
WORKS 48
Complete partial patch submissionsskillEngineeringL2
complete-partial-pr · Use when a contribution may miss adjacent integration surfaces, provider/spec semantics, roundtrip behavior, tests, docs, or historical maintainer decisions
WORKS 48
Use git worktrees for parallel workskillEngineeringL1
worktree-user · When using worktree-user
WORKS 48
Address unresolved review commentsskillEngineeringL1
address-feedback · When using address-feedback
WORKS 48
Simulate automated CI reviewskillEngineeringL1
pre-push-review · When using pre-push-review
WORKS 48
Scaffold complete React pagesskillEngineeringProductL2
react-page-scaffolder · Use when asked to create a new page, view, or route handler that combines components and layouts
WORKS 48
Design persistent agent memoryskillEngineeringProductL2
memory-systems · When using memory-systems
WORKS 48
Generate Claude skill filesskillEngineeringL1
upskilled · When using upskilled
WORKS 48
Record and debug VCR test cassettesskillEngineeringL2
testing-skill · Use when running tests with --record-mode, verifying cassette playback, or inspecting request/response bodies in YAML cassettes
WORKS 48
Squash merge PRs with strict gatingskillEngineeringL2
merge-pr · When using merge-pr
WORKS 48
Build agents with Pydantic AIskillEngineeringL2
building-pydantic-ai-agents · Use when the user mentions Pydantic AI, imports pydantic_ai, or asks to build an AI agent, add tools/capabilities, defer capability loading, stream output, define agents from YAML, or test agent behavior
WORKS 48
Analyze test coverage gapsskillEngineeringL1
coverage · When using coverage
WORKS 48
Build document extraction workflowsskillEngineeringDataL2
skill · When using skill
WORKS 48
Develop Edict compiler featuresskillEngineeringL3
edict-compiler-dev · When using edict-compiler-dev
WORKS 48
Build semantic memory for agentsskillEngineeringL3
mesh-memory · Multi-session agents that need keyword-free semantic recall without cloud API calls or embedding costs.
WORKS 48
Write Edict JSON AST programsskillEngineeringL2
edict-program-writer · Writing formally-verified code when runtime failures are unacceptable and manual proofs are prohibitive.
WORKS 48
Test Edict compiler pipelines with vitestskillEngineeringL2
edict-testing · Testing compiler features when you need coverage across validation, resolution, type checking, and WASM codegen.
WORKS 48
Build and optimize AI skills with evalsskillEngineeringL2
skill-creator · Building new skills when you need structured eval loops before production deployment.
WORKS 48
Deploy simple Rust greeting applicationskillEngineeringL1
enact/hello-rust · Quick Rust project bootstrap when you need opinionated boilerplate from the Enact ecosystem.
WORKS 48
Upgrade Tauri apps to v2 stableskillEngineeringL2
migrating-tauri-apps · Updating Tauri apps when desktop build integration and native module compatibility are concerns.
WORKS 48
Visualize skill dependency graphsskillEngineeringL2
toolsview · Understanding tool ecosystem complexity when manual inspection is infeasible.
WORKS 48
Build API documentation with MintlifyskillEngineeringProductL2
mintlify · Publishing API docs when you need searchable, versioned docs with auto-generated SDKs.
WORKS 48
Analyze code with OpenAI Codex reasoningskillEngineeringL2
codex · Finding idiomatic patterns when learning a new codebase or enforcing consistency.
WORKS 55
Install NEAT MCP server into ClaudeskillEngineeringL3
claude-skill · Pre-merge validation when you need systematic bug detection and optimization suggestions.
WORKS 48
Apply callback-context pattern in CskillEngineeringL1
patterns/callback-context · When idiomatic implementation patterns in a specific language or framework are needed
WORKS 48
Design Flutter state-management architectureskillEngineeringL1
mobile-flutter-core · When establishing shared contracts and decision matrices for a cluster of specialists
WORKS 48
Design backend systems using forcing questionsskillEngineeringL1
cs-backend-engineer · When domain-specific functionality cannot be achieved with generic alternatives
WORKS 48
Embed Claude skills into CLI toolsskillEngineeringL2
cli-with-claude-skill · When domain-specific functionality cannot be achieved with generic alternatives
WORKS 48
Analyze large codebases with Google GeminiskillEngineeringL2
gemini · When domain-specific functionality cannot be achieved with generic alternatives
WORKS 48
Route Flutter mobile tasks to specialistsskillEngineeringL2
mobile-flutter-orchestrator · When task spans multiple specialist domains and requires orchestrated coordination
WORKS 48
Review backend architecture decisionsskillEngineeringL2
cs-backend-review · When code review requires domain-specific architectural rules or forcing questions
WORKS 48
Setup Angular internationalizationskillEngineeringL2
intlayer-angular · When domain-specific functionality cannot be achieved with generic alternatives
WORKS 48
Build iOS interfaces with SwiftUIskillEngineeringL2
mobile-ios-design · When domain-specific functionality cannot be achieved with generic alternatives
WORKS 48
Debug complex workflow issuesskillEngineeringL2
debug-workflow · When domain-specific functionality cannot be achieved with generic alternatives
WORKS 48
Design mobile gestures and hapticsskillEngineeringL1
mobile-touch · When domain-specific functionality cannot be achieved with generic alternatives
WORKS 48
Manage translations via CLIskillEngineeringL2
intlayer-cli · When domain-specific functionality cannot be achieved with generic alternatives
WORKS 48
Get CTO technical strategy adviceskillEngineeringL1
cs-cto-advisor · When domain-specific functionality cannot be achieved with generic alternatives
WORKS 48
Build advanced React animationsskillEngineeringL2
motion-advanced · React/Next.js apps requiring physics-based animations with accessibility support
WORKS 48
Setup motion design foundationskillEngineeringL2
motion-foundations · React/Next.js apps requiring physics-based animations with accessibility support
WORKS 48
Grill engineering architecture plansskillEngineeringL1
cs-engineer-grill · Architects forcing rigor before locking engineering decisions across team roles
WORKS 48
Define multi-language contentskillEngineeringMarketingL2
intlayer-content · Apps requiring rich, dynamic multilingual content
WORKS 48
Implement production animationsskillEngineeringL2
motion-patterns · React/Next.js apps requiring physics-based animations with accessibility support
WORKS 48
Coordinate engineering teamsskillEngineeringL3
cs-engineering-lead · Engineering teams coordinating cross-functional delivery and incident response
WORKS 48
Integrate Next.js with i18nskillEngineeringL2
intlayer-next-js · Next.js projects needing i18n with component-level content
WORKS 48
Design MySQL schemas and queriesskillEngineeringL2
mysql-patterns · MySQL databases requiring optimized schemas, indexing, and transaction patterns
WORKS 48
Setup Preact internationalizationskillEngineeringL2
intlayer-preact · React apps with multilingual content needs
WORKS 48
Orchestrate frontend engineeringskillEngineeringL3
cs-frontend-engineer · Building performant React/Next.js user interfaces
WORKS 48
Setup React internationalization with IntlayerskillEngineeringL2
intlayer-react · React apps with multilingual content needs
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