cyberneticlibrary

The library

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

WORKS 54
Analyze single page for on-page SEOskillMarketingL1
seo-page · Quick per-page diagnosis during content review
WORKS 59
Measure page speed with real-user dataskillMarketingProductL2
seo-performance · Diagnose page speed issues with real-user field data
WORKS 58
Execute SEO sitemap operationsskillMarketingL1
seo-sitemap · Used in skill workflows
WORKS 57
Enforce consistent brand voiceskillMarketingL1
brand-voice · Eliminating marketing fluff, vague adjectives, and filler phrases from technical documentation and content.
WORKS 59
Pitch journalists and podcast hostsskillMarketingL1
buzz-outreach · Founders announcing something newsworthy who need different hooks for tech reporters vs. vertical trade press vs. podcast hosts.
WORKS 55
Triage and fix high-impact Sentry issuesworkflowEngineeringL3
triage-sentry · Filtering high-impact issues by user-count thresholds to focus fix effort.
WORKS 55
Multi-perspective pull request reviewworkflowEngineeringL3
code-review-parallel · High-stakes architectural or strategic decisions requiring adversarial pressure-testing.
WORKS 55
Archive completed project plansworkflowOpsL2
organize-completed-plans · Bulk file reorganization tasks with frontmatter-based categorization.
WORKS 56
Design positioning that sticks with buyersskillMarketingSalesL1
positioning-messaging-designer · When you need positioning that sticks because it's specific (not generic), honest (addresses real objections), and tested against competitive set.
WORKS 53
Generate competitive intelligence and battle cardsskillProductL3
sk-competitors · Early-stage founders completing Startup Kit Phase 3 to map competitive landscape and validate market opportunity before detailed GTM planning.
WORKS 57
Generate brand identity documentskillMarketingL1
brand-identity-generator · Solo founders or small teams who need one reference document that prevents design drift when working with Claude Code, Cursor, Lovable, or Replit.
WORKS 55
Conduct deep research with verified sourcesworkflowProductOpsL3
deep_research · Multi-source research with synthesis and adversarial fact-checking.
WORKS 59
Generate Schema.org markup for rich resultsskillMarketingL1
schema-markup-generator · Content teams enabling rich results without hiring structured-data engineers, especially for FAQ, How-To, and Article pages.
WORKS 57
Build detailed buyer personas from researchskillSalesMarketingL3
buyer-persona-generator · Building a durable client asset — personas once built become reusable across all downstream content work — when you have time for full research and 4-6 distinct buyer segments exist.
WORKS 58
Plan work with time estimatesskillOpsProductivityL1
productivity · Breaking work into shippable vertical slices with time estimates and energy-aware scheduling.
WORKS 54
Prepare sales calls and outreachskillSalesL1
sales · Preparing for sales calls, analyzing pipeline health, drafting personalized outreach, and forecasting quota with scenario modeling.
WORKS 57
Identify partners and design joint campaignsskillMarketingSalesL1
co-marketing · B2B SaaS seeking audience scale and credibility when direct channels plateau.
WORKS 56
Create on-brand social media video contentskillMarketingL2
social-media-video · Creating on-brand video content across social platforms with minimal manual editing.
WORKS 55
Structure work into 13-day sprintsskillProductivityL1
13-day-sprint-method · Individuals wanting rhythm-based productivity without Agile formalism; solopreneurs and creatives
WORKS 58
Audit and rewrite copy for conversionsskillMarketingL1
afrexai-conversion-copywriting · High-traffic landing pages (100+ monthly visitors) where copywriting changes can move lift metrics meaningfully
WORKS 58
Build board presentation narrativesskillFinanceL1
board-deck-narrative · Multi-phase workflows requiring orchestrated agent handoffs and structured consensus.
WORKS 59
Complete full issue-to-production cycleworkflowEngineeringL3
process-item · Batch processing with schema validation and error tracking.
WORKS 55
Execute code review gate workflowworkflowEngineeringL3
lsb-pipeline · Multi-phase workflows requiring orchestrated agent handoffs and structured consensus.
WORKS 59
Batch migrate RuboCop cops to test-drivenworkflowEngineeringL3
cop-port-batch · Multi-phase workflows requiring orchestrated agent handoffs and structured consensus.
WORKS 54
Audit game engine for production readinessworkflowEngineeringL3
odin-prod-audit · High-stakes architectural or strategic decisions requiring adversarial pressure-testing.
WORKS 59
Run weekly site health check reportworkflowOpsProductL3
weekly-checkin · Unattended weekly health checks (GSC, deploy, links, schema, CWV).
WORKS 59
Evaluate neurospatial API design comprehensivelyworkflowProductEngineeringL2
design-review · Multi-phase workflows requiring orchestrated agent handoffs and structured consensus.
WORKS 58
Resume incomplete layout test phasesworkflowEngineeringL2
layout-followups-resume · Multi-phase workflows requiring orchestrated agent handoffs and structured consensus.
WORKS 56
Build TCA domain from architectureworkflowEngineeringL3
tca-build · Multi-phase workflows requiring orchestrated agent handoffs and structured consensus.
WORKS 54
Audit user flows for blockers adversariallyworkflowProductL3
qa-flow-audit · High-stakes architectural or strategic decisions requiring adversarial pressure-testing.
WORKS 54
Design multi-agent tournament evaluationworkflowProductEngineeringL3
tournament-design · Design decisions with multiple valid approaches needing synthesis through pairwise-judged competition.
WORKS 58
Review merge request across dimensionsworkflowEngineeringL3
gogeta-review · Code/MR review across security, performance, conventions with adversarial refutation quorum gates.
WORKS 57
Validate spec and plan adversariallyworkflowProductEngineeringL3
superpower-validate · Spec/plan validation before build when requirements are vague or dependencies cross multiple systems.
WORKS 55
Migrate UI to ChipGroup componentsworkflowEngineeringL2
chips-badges-migration · Orchestrating multi-phase autonomous workflows where fan-out and synthesis improve outcomes.
WORKS 57
Execute feature sprint autonomouslyworkflowEngineeringL3
execute-contract · Tier 1 feature contracts (3-8 pts, mode C) needing autonomous sprint with fix loops.
WORKS 55
Analyze site structure deeplyworkflowProductOpsL3
site-deep-analyze · Deep site analysis combining Playwright crawl, static DOM/CSS inspection, and vision-based UI classification.
WORKS 54
Audit artifact strategy and scopeworkflowL2
skill-portfolio-existence-review · Code/MR review across security, performance, conventions with adversarial refutation quorum gates.
WORKS 59
Analyze user retention by cohortcommandDataL2
analyze-cohorts · Measuring product retention and engagement trends by user cohort to guide onboarding improvements and feature prioritization.
WORKS 59
Annotate specifications with structured feedbackcommandProductL2
annotate · Teams reviewing specifications, documentation, or design rationales where structured feedback (comments, deletions, image callouts) beats inline email.
WORKS 56
Generate Brazilian legal contractsskillLegalL1
contract-and-proposal-writer · Orchestrating multi-phase autonomous workflows where fan-out and synthesis improve outcomes.
WORKS 54
Orchestrate executive priorities and meetingsskillOpsL3
chief-of-staff · Early-stage startups or scale-ups with busy executives who need someone to enforce decision discipline and meeting structure.
WORKS 58
Design viral loops for product-led growthskillProductMarketingL1
gtm · Founders with product that has embedded sharing potential (calendar tools, design tools, collaborative docs) who want to design the loop smartly instead of hoping for organic viral, and need launch sequencing that maximizes early K factor.
WORKS 52
Debug low ad conversion ratesskillMarketingL2
ads-landing · When debugging low conversion rates from ads by isolating page-level factors like message match, speed, mobile UX, and form design.
WORKS 57
Write newsletters in authentic personal voiceskillMarketingL2
newsletter-writer · When newsletters must sound like the author (authentic voice) because you read personality/ICP/beliefs before writing, never making up strategy.
WORKS 58
Develop brand positioning and messagingskillMarketingL1
brand-messaging-and-positioning · Early-stage or rebranding companies who need to distill positioning before all marketing tactics (copy/campaigns/channels).
WORKS 53
Write conversion-focused landing pagesskillMarketingL1
landing-page · Quick landing page section rewrites when you need conversion-focused copy modularly, section-by-section.
WORKS 56
Check unified candidate pipeline statusskillHRL3
candidate-status · Quick pulse check: where are they in the pipeline, what's the latest communication, and is there a scheduled interview?
WORKS 56
Draft personalized cold outreach emailsskillSalesHRL3
outreach · Batch cold outreach to sourced candidates with consistent tone, proposed times, and zero accidental sends.
WORKS 59
Answer common legal questionsskillLegalL1
answer-a-legal-question · Orchestrating multi-phase autonomous workflows where fan-out and synthesis improve outcomes.
WORKS 53
Analyze competitors with battle cardsskillMarketingSalesL2
competitive-teardown · Preparing board decks, battle cards, or strategic roadmap decisions by systematically analyzing competitor strengths, weaknesses, and positioning.
page 9 / 156