cyberneticlibrary

The library

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

ArtifactsCapabilitiesRecipes
kindallskillworkflowmcp_servercommandsubagentplugin|✓ proven✗ harmfulmeasured only7,950 artifacts
forSalesMarketingHRFinanceLegalOpsProductEngineeringDataProductivitySupportsetup≤ plug & play≤ + a key≤ multi-tool
WORKS 58
Rewrite roadmaps as outcome-focused planscommandProductL1
transform-roadmap · Product teams transitioning from output-focused to outcome-focused planning, especially before executive presentations or quarterly planning.
WORKS 59
Review and approve plans before implementationcommandOpsL3
plan-review · Multi-turn agent workflows where a human must review a plan before expensive implementation decisions are locked in.
WORKS 56
Pressure-test product requests before spec writingcommandProductL1
plan-ceo-review · Founders and product managers blocking time BEFORE spec writing to validate that the requested feature is actually the right product.
WORKS 57
Generate project health report with metricscommandEngineeringL2
report · Tech leads and engineering managers running quarterly health reviews who want a one-page snapshot of code quality, velocity, and dependency health.
WORKS 57
Review halmos skill across dimensionsworkflowEngineeringL2
qa-halmos-review · Workflow qa halmos review with multi-agent verification.
WORKS 60
Benchmark sentence segmentation librariesworkflowEngineeringL3
compare-segmenters · Compare this library against other sentence boundary detection libraries on public corpora and get a winner + rationale for every case where they disagree.
WORKS 58
Plan strategic content and editorial calendarsskillMarketingL1
content-strategy-and-planning · Teams launching GTM who need a defensible content roadmap aligned to buyer awareness stages.
WORKS 58
Design SaaS pricing and monetizationskillFinanceL1
pricing-strategy · Skill pricing strategy with multi-agent verification.
WORKS 43
Audit system health and deviationsworkflowOpsL3
audit-loop · Run on the recurring /loop audit fire to deterministically check gm + rs-* for drift from the paper MO
WORKS 57
Evaluate skill fitness across portfolioworkflowEngineeringL3
skill-fitness · Workflow skill fitness with multi-agent verification.
WORKS 58
Write copy that drives conversionskillMarketingL1
copywriting · When you need copy that drives action because it leads with benefits, is specific/credible, and respects reader intelligence.
WORKS 60
Migrate UI primitives to Lumina kitworkflowProductL3
migrate-engineering-primitives · Workflow migrate engineering primitives with multi-agent verification.
WORKS 52
Write long-form SEO blog articlesskillMarketingL2
blog-post-writer · Publishing SEO content when you have primary research done and need to enforce voice/structure rules (no AI-tells).
WORKS 58
Write conversion-focused email sequencesskillSalesL1
cold-email-copywriter · Multi-email outreach campaign to warm prospects when you have research and can find one specific insight per person.
WORKS 59
Generate ideas, dedupe, filter by rubricworkflowProductL2
generate-and-filter · Brainstorming where you want breadth first, then only the highest-quality, non-duplicate, rubric-passing ideas. Pass a bare topic string, or {topic, generators?, rubric?, threshold?, keep?} as args.
WORKS 58
Identify and delegate tasks to scale fastskillOpsL1
delegation · Founders stuck between Level 1–2 (Doer/Delegator transition, $0-$1.5M revenue) who feel bottlenecked but haven't systematized delegation, and need permission to stop doing everything personally.
WORKS 60
Drive workflow phase to convergenceworkflowEngineeringL3
ldw-phase-runner · Workflow ldw phase runner with multi-agent verification.
WORKS 56
Trace dynamic workflow executionworkflowEngineeringL2
trace-dynamic-workflow · Workflow trace dynamic workflow with multi-agent verification.
WORKS 55
Conduct blameless incident postmortemworkflowOpsL2
incident-postmortem · After any production incident or near-miss. Output is a blameless postmortem ready for team review and action-item tracking.
WORKS 54
Audit feature gaps versus roadmapworkflowProductL3
feature-gap-review · Multi-dimensional acceptance criteria requiring independent per-AC verification.
WORKS 53
Sweep GUI surfaces for jank and issuesworkflowProductL2
gui-audit · Triage workflows where items need independent lens-based analysis before synthesis.
WORKS 57
Define your social media identityskillMarketingL1
social-media-context-sms · New creators or brands setting up persistent identity context before launching content strategy, audience growth, or engagement skills.
WORKS 54
Panel judge architecture decisionsworkflowEngineeringL3
mishkan-architecture-panel · Design decisions where reasoning needs three competing priors evaluated in parallel.
WORKS 57
Analyze backlink profiles competitivelyskillMarketingL3
seo-backlinks · Competitive backlink gap analysis and PBN detection when multiple data sources (DataForSEO + Moz + Bing + Common Crawl) provide confidence in quality scoring.
WORKS 57
Audit programmatic pages for Google complianceskillMarketingL2
seo-programmatic · E-commerce, SaaS, or publisher needing 100+ programmatic pages with March 2024 Google Scaled Content Abuse guardrails.
WORKS 58
Assess product health weeklyskillDataL1
product-health-analysis · Weekly or monthly health check shared with leadership; forces discipline to separate metrics that matter from noise, and to answer 'so what' before recommending action.
WORKS 52
Write scannable sprint briefsskillOpsL1
sprint-brief · Mixed teams (eng, design, PM) needing a single source of truth that every role can scan before standup.
WORKS 51
Route ASO queries to specialist skillsskillL1
aso-router · ASO platforms/agencies offering multi-domain skills who need dispatch logic to match intent to skill without overwhelming user.
WORKS 55
Stress test and refine planworkflowEngineeringL2
argus-refine-plan · Topologically sorted task execution across human-in-the-loop and agentic work layers.
WORKS 55
Fix performance issues in parallelworkflowEngineeringL3
fix-perf-issues · Complex workflows requiring parallel agents, synthesized judgment, or multi-phase triage.
WORKS 60
Draft and review implementation planworkflowEngineeringL2
codequality-gates-sliceA-plan · Multi-dimensional acceptance criteria requiring independent per-AC verification.
WORKS 59
Implement remaining PRD slicesworkflowProductL3
ship-prd · Topologically sorted task execution across human-in-the-loop and agentic work layers.
WORKS 54
Review rule adherence with skepticsworkflowEngineeringL2
gate-review · Multi-dimensional acceptance criteria requiring independent per-AC verification.
WORKS 55
Synthesize multi-source research with verificationworkflowOpsDataL3
research · Exploratory research with parallel hypothesis agents and cross-check synthesis.
WORKS 57
Audit plugins against repo conventionsworkflowEngineeringL3
audit-plugins · Triage workflows where items need independent lens-based analysis before synthesis.
WORKS 58
Rank tech debt by criticality and impactworkflowEngineeringL3
tech-debt-triage · Triage workflows where items need independent lens-based analysis before synthesis.
WORKS 58
Implement and verify pending milestonesworkflowProductEngineeringL3
argus-implement · Complex workflows requiring parallel agents, synthesized judgment, or multi-phase triage.
WORKS 59
Multi-agent QA gate for merge decisionsworkflowEngineeringL3
qa · Complex workflows requiring parallel agents, synthesized judgment, or multi-phase triage.
WORKS 57
Grade adversarial test corpus with consensusworkflowEngineeringDataL3
ix-adversarial-llm-panel · Complex workflows requiring parallel agents, synthesized judgment, or multi-phase triage.
WORKS 59
Build stealth LinkedIn scraperworkflowEngineeringSalesL3
build-linkedin-scraper · Complex workflows requiring parallel agents, synthesized judgment, or multi-phase triage.
WORKS 54
Conduct multi-agent security reviewworkflowEngineeringL3
security-review · Multi-dimensional acceptance criteria requiring independent per-AC verification.
WORKS 55
Improve game dictionaries with dual-judge validationworkflowProductEngineeringL3
dictionary-improvement · Complex workflows requiring parallel agents, synthesized judgment, or multi-phase triage.
WORKS 54
Measure software performance comprehensivelyworkflowEngineeringDataL3
measure-performance · Perf fixes where file groups are disjoint and can edit in parallel without race conditions.
WORKS 56
Lint blog posts for voice consistencyworkflowMarketingL3
voice-lint · Voice consistency verification across large artifacts where single-context review misses style drift.
WORKS 55
Audit active and parked epicsworkflowProductEngineeringL3
epic-audit · Triage workflows where items need independent lens-based analysis before synthesis.
WORKS 58
Fix code-review findings with iterationworkflowEngineeringL3
fix-findings · Finding subtle bugs or policy violations across large codebases that require consistent multi-agent consensus.
WORKS 59
Sequential product spec review workflowworkflowProductL3
autoplan · Orchestrating multi-phase agent workflows with structured handoff and consensus-driven decision gates.
WORKS 55
Analyze speech synthesis gaps per languageworkflowEngineeringDataL3
espeak-audit-all-langs · Finding subtle bugs or policy violations across large codebases that require consistent multi-agent consensus.
WORKS 55
Fix bridge module with adversarial verificationworkflowEngineeringL3
bridge-triple-insurance-fix · Orchestrating multi-phase agent workflows with structured handoff and consensus-driven decision gates.
WORKS 59
Translate and iteratively refine contentworkflowMarketingOpsL3
translation-qa · Iterative quality improvement where an analyzer-editor loop converges until no issues are found twice in a row.
←page 12 / 159→