cyberneticlibrary

The library

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

ArtifactsCapabilitiesRecipes
kindallskillworkflowmcp_servercommandsubagentplugin|✓ proven✗ harmfulmeasured only6,001 artifacts
forSalesMarketingHRFinanceLegalOpsProductEngineeringDataProductivitySupportsetup≤ plug & play≤ + a key≤ multi-tool
WORKS 48
Convert codebase into product requirementsskillProductL2
code-to-prd · Reverse-engineering existing frontend codebases into product requirements.
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
Create gated content for lead captureskillMarketingL2
lead-magnets · When planning high-value lead magnets for email capture.
WORKS 54
Write B2B cold outreach email sequencesskillSalesL1
cold-email · When writing B2B prospecting sequences that sound genuinely human.
WORKS 48
Show context window token usageskillProductivityL1
janitor-tokens · When analyzing skill token costs to reduce context waste.
WORKS 48
Map requirements into planning workflowsskillOpsL1
planning-workflows · When deciding spec-first vs direct-execution by scope/risk.
WORKS 48
Calculate taxes automaticallyskillFinanceL2
commerce-tax · When calculating multi-jurisdiction sales tax with exemptions.
WORKS 48
Build liquid glass iOS componentsskillProductL2
liquid-glass-design · When building modern iOS 26+ glass-morphing interactive UI.
WORKS 48
Forecast quarterly bookings and ARRskillFinanceL2
commercial-forecaster · When forecasting business outcomes from historical data.
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
Design commercial discount policiesskillSalesL1
commercial-policy · 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
Review commercial deals and pricingskillSalesL1
commercial-skills · Commercial decisions (pricing, deals, partnerships, RFPs, forecasts) route faster when a dispatcher matches the inquiry signal to the right sub-skill rather than requiring the user to pick.
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
Resolve logistics and shipping issuesskillOpsL1
logistics-exception-management · Logistics teams resolving exceptions faster when they use the exception taxonomy (delay/damage/shortage/loss/refusal/contamination) and carrier-specific behavior knowledge rather than generic troubleshooting.
WORKS 48
Build company operating systemskillOpsL1
company-os · Companies scaling faster when they adopt an explicit OS (EOS, Scaling Up) with weekly scorecard, L10 meetings, IDS issue resolution, and 90-day rocks rather than relying on informal alignment.
WORKS 48
Apply Apple Human Interface GuidelinesskillProductL1
apple-guidelines · Finance apps pass App Store review faster when they implement biometric auth, data encryption, clear privacy disclosure, and accessible UI (VoiceOver labels, color contrast 4.5:1, Dynamic Type) upfront.
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 59
Track competitor moves and positioningskillMarketingL2
competitive-intel · Sales and product teams compete faster when they have current battlecards, positioning maps, and win/loss insights rather than relying on outdated feature comparisons or sales anecdotes.
WORKS 48
Archive completed workflow changesskillOpsL1
openspec-archive-change · Experimental workflows move changes to archive faster when the tool validates artifact/task completion and optionally syncs delta specs to main specs before archiving.
WORKS 48
Combine multiple images verticallyskillProductivityL1
image_concatenator · Quick image merging for screenshots or side-by-side comparisons avoids manual image editing when a simple vertical stack is needed.
WORKS 48
Build competitive analysis matricesskillMarketingL1
competitive-matrix · Positioning claims stick when a 2-axis matrix shows where you sit vs. competitors on buyer-facing tradeoffs (price vs. feature depth, SMB-ready vs. enterprise-ready).
WORKS 48
Archive multiple workflow changesskillOpsL1
openspec-bulk-archive-change · Managing many experimental changes archives faster with bulk operations rather than one-by-one, especially when combined with pre-archive sync of delta specs.
WORKS 48
Polish user interface detailsskillProductL1
make-interfaces-feel-better · Apps feel responsive when micro-interactions (button presses, transitions, haptics) are intentional and tied to user intent rather than gratuitous.
WORKS 54
Search performance improves when indexes are audited and optimized against actual query patterns rather than guessed based on schema.skillL1
index-sheriff · Search performance improves when indexes are audited and optimized against actual query patterns rather than guessed based on schema.
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
Create product comparison landing pagesskillMarketingSalesL2
competitor-alternatives · Sales and marketing align faster when they acknowledge that your real competition is not just direct competitors but also build-in-house, incumbents, and the status quo.
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
Assess compliance program readinessskillLegalL1
compliance-readiness · "/cs:compliance-readiness <program> — Multi-framework compliance officer 6-question forcing interrog
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
Build and manage Confluence knowledge basesskillOpsProductL2
confluence-expert · users need to build or restructure a Confluence space, design page hierarchies with permission struc
WORKS 48
Learn OpenSpec workflow hands-onskillEngineeringL2
openspec-onboard · Guided onboarding for OpenSpec - walk through a complete workflow cycle with narration and real code
WORKS 48
Make AI content sound authentically humanskillMarketingL1
content-humanizer · 'this sounds like AI', 'make it more human', 'add personality', 'it fe
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 42
Write and publish production-ready contentskillMarketingL2
content-production · write a blog post, article, or guide end-to-end. Triggers: 'write a post about', 'draft an article',
WORKS 48
Query VMware infrastructure safelyskillOpsL1
vmware-monitor · Use this skill for safe, risk-free queries of VMware infrastructure — code-level enforced safety mea
WORKS 48
Plan content topics and strategyskillMarketingL1
content-strategy · "When the user wants to plan a content strategy, decide what content to create, or figure out what t
WORKS 48
Manage VMware datastores and vSAN clustersskillOpsL2
vmware-storage · Use this skill whenever the user needs to manage VMware storage — datastores, iSCSI targets, and vSA
WORKS 48
Maintain THOR security signatures and versionsskillOpsL2
thor-maintenance · the user asks about updating/upgrading/report generation.
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
Load and manage company contextskillOpsL2
context-engine · "Loads and manages company context for all C-suite advisor skills
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
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