cyberneticlibrary

The library

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

WORKS 48
Optimize marketing budget allocationskillMarketingL1
2393-prompts_with_skills_3b1a23c4 · Indexed keyword search beats browsing untagged prompt files.
WORKS 48
Analyze sprint retrospectives for patternsskillOpsProductL1
retro · Transcript-driven retrospectives beat memory-based summaries.
WORKS 48
Reference supply chain trade-offs and metricsskillOpsFinanceL1
supply-chain-core · When every supply-chain function must optimize the same objective without contradiction.
WORKS 48
Access 50+ UI styles and design rulesskillProductEngineeringL1
vyre-skill · When a coding agent needs design taste and consistent color/spacing tokens to avoid raw hex and generic UI.
WORKS 48
Audit and optimize auto-memoryskillProductivityL1
review · After completing a major session or when MEMORY.md exceeds 150 lines and needs consolidation.
WORKS 48
Maintain VitePress plugin documentationskillEngineeringL1
426-documentation_fa1f1931 · When codebase lacks documentation and needs auto-generated baseline.
WORKS 48
Prioritize features with RICE scoringskillProductOpsL1
rice · Product managers prioritizing features/projects when multiple initiatives compete for engineering capacity.
WORKS 48
Extract and summarize pull request feedbackskillEngineeringL1
get-pr-comments · When CI needs to consume PR review feedback for automated code quality scoring or report generation.
WORKS 48
Review and prioritize active tasksskillProductivityL1
tasks · Setting up recurring cloud agents or polling without manual re-invocation.
WORKS 55
Draft roadmap narratives and release notesskillProductL1
roadmap-communicator · Standardizing roadmap narratives across engineering, product, and customer audiences.
WORKS 48
Install personal Claude Code skillsskillEngineeringL1
skills · Installing curated skill collections by project or group without manual file management.
WORKS 48
Modify scheduled task settingsskillProductivityL1
update-scheduled-task · Pausing, resuming, or modifying notification settings on live scheduled tasks.
WORKS 48
Run single experiment iterationskillEngineeringL1
run · Running single hypothesis-driven iterations with clear keep/discard evaluation.
WORKS 48
Generate operational runbooksskillOpsL1
runbook-generator · Bootstrapping operational runbooks with consistent structure before production launch.
WORKS 52
Calculate SaaS health metricsskillFinanceL1
saas-health · Calculating SaaS KPIs from raw business data with industry benchmarking.
WORKS 48
List exportable agent profilesskillEngineeringL1
list-exportable-agents · Discovering which agent profiles are ready for export as .akita-agent packages.
WORKS 56
Advise on SaaS financial healthskillFinanceL1
saas-metrics-coach · Getting SaaS financial advice as a virtual CFO with benchmark insights and action plans.
WORKS 48
Block dynamic scenes and stage movementskillProductL1
scene-blocking-and-staging · Planning camera moves, actor positions, and spatial composition for film or video.
WORKS 48
Apply Swiss Design system with TailwindskillProductMarketingL1
swiss-design · When building apps that require modernist, grid-based, accessible UI with restrained color.
WORKS 48
Choose systems languages and idiomsskillEngineeringL1
systems-languages-core · When setting up Go, C++, or Perl projects that need shared conventions, test-first discipline, and language-appropriate safety.
WORKS 48
Route systems language tasksskillEngineeringL1
systems-languages-orchestrator · When starting a systems-language task and need to pick the right skill without manual orchestration.
WORKS 48
Enforce AI agent architectureskillEngineeringL1
architect · When enforcing architectural consistency and preventing drift in agent-driven codebases.
WORKS 48
Configure Tauri security and IPCskillEngineeringL1
tauri-core · When building performant, secure desktop apps with Rust backend and web UI.
WORKS 48
Use Anthropic TypeScript SDKskillEngineeringL1
sdk · When you need maintainable, type-safe SDKs across multiple languages from a single source.
WORKS 48
Route Tauri tasks to specialistsskillEngineeringL1
tauri-orchestrator · When building complex multi-window Tauri apps with shared state and coordinated IPC.
WORKS 48
Evaluate AI work qualityskillL1
self-eval · When analyzing agent performance to identify missing capabilities and plan skill development.
WORKS 48
Build Python console menu systemsskillEngineeringL1
menu-loop · Simple CLI tools where users pick from discrete actions without explicit command-line args.
WORKS 48
Convert web pages to MarkdownskillL1
web-fetch · Quick one-off data extraction from public web pages when scripting is faster than API.
WORKS 48
Choose response depth and token budgetskillL1
token-budget-advisor · Explicit depth control when users want to dial response length before the answer
WORKS 48
Create strategic HTML presentationsskillMarketingSalesL1
ckm:slides · Building branded presentations when you need data visualizations and responsive design
WORKS 48
Install AI agent skills one commandskillEngineeringL1
starter · Bootstrapping new agent installations when you want pre-vetted skill combinations
WORKS 48
Regenerate code from protobuf schemasskillEngineeringL1
protoc · Protocol buffer management when schema-driven code generation is required
WORKS 48
Search UI/UX design systems and patternsskillProductEngineeringL1
ui-ux-pro-max · Accelerating design decisions when consistency across 50 styles and multiple palettes matters
WORKS 54
Optimize documentation for searchskillMarketingProductL1
seo-auditor · Bulk documentation SEO improvement with preservation of high-performing existing pages.
WORKS 55
Access knowledge base W8-1ED3A3skillL1
W8-1ED3A3-SKILL · Creating reusable deterministic workflow templates for n8n or internal automation platforms.
WORKS 48
Understand Tauri app architectureskillEngineeringL1
understanding-tauri-architecture · Orienting engineers to Tauri architecture and deciding where backend vs frontend functionality belongs.
WORKS 48
Stage, commit, and push changesskillEngineeringL1
git-pushing · Automating conventional commit workflow with consistent message format and co-author attribution.
WORKS 48
Wire frontend-to-backend IPC safelyskillEngineeringL1
understanding-tauri-ipc · Designing secure command/event channels between webview and Rust backend with validated message passing.
WORKS 48
Audit and optimize website structureskillMarketingL1
site-architecture · Building topical authority and improving crawlability through strategic information architecture and internal link structure.
WORKS 48
Debug Tauri multiwindow behaviorskillEngineeringL1
understanding-tauri-process-model · Designing secure and performant Tauri applications with proper process boundaries and multiwindow handling.
WORKS 48
Extract and display agent final reportskillEngineeringL1
agent-report · Viewing results from completed subagent runs in a readable format
WORKS 48
Format and create GitHub pull requestsskillEngineeringL1
pr-description-format · Ensuring PR descriptions follow team conventions before submission
WORKS 48
Create runnable Bilig WorkPaperskillEngineeringL1
create-workpaper · Agents documenting technical findings or financial analysis in compliance-ready format
WORKS 48
Compact conversation for agent handoffskillOpsL1
handoff · Handing off subagent work to humans or other agents with full context preservation
WORKS 48
Detect if code runs in an AI agentskillEngineeringL1
detect-agent · Adapt behavior when code runs in Claude Code, Cursor, or other AI-driven editors
WORKS 48
Audit telecom regulatory risksskillLegalL1
redteam-regulierungsrisiko · Stress-test infrastructure projects before they become regulatory fixtures
WORKS 48
Enforce agent technical writing styleskillEngineeringL1
agent-style · Standardize prose quality across agent-driven teams with a single reference rule set
WORKS 48
Auto-format Markdown table alignmentskillEngineeringProductivityL1
md-table-formatter · Keep Markdown tables readable without manual formatting
WORKS 48
Convert Windows line endings to UnixskillEngineeringL1
fix-line-endings · Fix "$'\r': command not found errors" when bash scripts are checked out with CRLF
WORKS 48
Check memory health and capacityskillEngineeringOpsL1
status · Get a quick health snapshot before starting work or after a deploy
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