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 55
Audit cross-platform API parity with verificationworkflowEngineeringL3
parity-audit · Best for: systematic audits with adversarial verification against real source.
WORKS 55
Route bug through triage to commit and finalizeworkflowEngineeringL3
wfl:fix-bug · Best for: complex multi-phase orchestration with parallelization and adversarial gates.
WORKS 60
Fix review findings with test-first guardsworkflowEngineeringL3
fix-review-findings · Best for: multi-LLM parallel code review with structural context analysis.
WORKS 60
Review and verify code before pushing to mainworkflowEngineeringL3
adversarial-ship-review · Best for: multi-LLM parallel code review with structural context analysis.
WORKS 48
Run deterministic loop-until-done verifier workflowworkflowEngineeringProductL3
fierce-ralph · Best for: complex multi-phase orchestration with parallelization and adversarial gates.
WORKS 55
Reduce SaaS churn with save offersskillMarketingSalesL3
churn-prevention · Systematically reducing voluntary churn through dynamic save offers mapped to exit reasons and preventing involuntary churn via smart retries.
WORKS 48
Execute PRISM research and planning workflowworkflowProductEngineeringL3
prototype · Best for: complex multi-phase orchestration with parallelization and adversarial gates.
WORKS 58
Build deep buyer personas reps actually referenceskillSalesMarketingL1
buyer-persona · B2B sales teams that want reps to walk into calls and immediately recognize who they're talking to, what matters to them, and what will move them forward — not generic personas on a slide deck.
WORKS 58
Run parallel multi-agent document reviewworkflowEngineeringProductL3
fuyutsui-doc-review · Best for: multi-LLM parallel code review with structural context analysis.
WORKS 58
Execute approved plan with adversarial reviewworkflowEngineeringL3
ultrapowers · Best for: complex multi-phase orchestration with parallelization and adversarial gates.
WORKS 55
Coordinate release prep phases 1A and 1BworkflowEngineeringOpsL3
release-prep-phase1 · Best for: complex multi-phase orchestration with parallelization and adversarial gates.
WORKS 57
Track SEO changes against baselinesskillMarketingL2
seo-drift · Detect accidental regressions after content updates
WORKS 54
Query Google SEO APIs for real metricsskillMarketingL2
seo-google · Ground analysis in real user metrics instead of estimates
WORKS 56
Analyze business presence on MapsskillMarketingL2
seo-maps · Understand local rank variance across geography
WORKS 56
Detect and fix schema markup issuesskillMarketingEngineeringL2
seo-schema · Find missing schema opportunities and fix validation errors
WORKS 57
Audit technical SEO crawlabilityskillMarketingEngineeringL2
seo-technical · Conducting comprehensive technical SEO audits for crawlability, indexability, and security issues across large sites.
WORKS 58
Audit design across desktop and mobileskillMarketingProductL2
seo-visual · Verifying H1/CTA visibility, touch target sizing, and mobile responsiveness across multiple viewports.
WORKS 54
Execute 10-phase major release workflowworkflowEngineeringOpsL3
v5-0-full-lifecycle · Coordinating a major release with 10 phases and cross-team dependencies.
WORKS 57
Audit SPA across dimensions with verificationworkflowEngineeringProductL3
review-spa · Best for: multi-LLM parallel code review with structural context analysis.
WORKS 55
Validate patches against clean bundleworkflowEngineeringL3
patch-update · Best for: complex multi-phase orchestration with parallelization and adversarial gates.
WORKS 48
Pipeline PRD through SRS to architectureworkflowProductEngineeringL3
mishkan-init · Best for: complex multi-phase orchestration with parallelization and adversarial gates.
WORKS 48
Calculate financial impact of pricing changesskillFinanceProductL1
finance-based-pricing-advisor · Best for: complex multi-phase orchestration with parallelization and adversarial gates.
WORKS 59
Find and enrich sales leads via ApolloskillSalesL2
apollo-lead-finder · When you need 1,000+ prospect names at zero cost to find ICP-fit leads, then selectively spend credits only on the best matches — not for one-off lookups or full-email lists.
WORKS 59
Generate sprint summary with velocity metricsskillOpsEngineeringL2
sprint-summary · Engineering/product leads presenting sprint progress to stakeholders with data-driven efficiency and cost trends.
WORKS 54
Optimize for search and AI enginesskillMarketingL2
seo-geo · Content optimization when competing in both traditional Google/Bing search AND AI search engines (ChatGPT, Perplexity, Claude), requiring dual strategy.
WORKS 54
Generate battle cards against competitorsskillSalesL2
sales-competitors · Sales teams qualifying inbound leads who want to know what vendors are already entrenched before proposing displacement
WORKS 56
Run TDD pipeline from plan to commitworkflowEngineeringL3
dev-pipeline · Building features with test-first discipline across multiple implementation rounds.
WORKS 54
Perform full iOS mobile audit and redesignworkflowProductEngineeringL3
ios-mobile-audit · Comprehensive systematic audits of code/UI across many files and components.
WORKS 58
Build one module end-to-end with verificationworkflowEngineeringL3
worktrackaccounting-module · Building features with test-first discipline across multiple implementation rounds.
WORKS 59
Execute serialized phases with parallel compositionworkflowEngineeringL3
parity-chain · Building features with test-first discipline across multiple implementation rounds.
WORKS 59
Root-cause and design code exploration fixesworkflowEngineeringProductL3
world-class-code-exploration · Building features with test-first discipline across multiple implementation rounds.
WORKS 54
Convert vague goals into testable specsworkflowProductEngineeringL2
goal-lint · Building features with test-first discipline across multiple implementation rounds.
WORKS 60
Fix prose defects across blog batchworkflowMarketingL2
blog-prose-remediation · Hardening vague agent instructions into precise, testable, falsifiable prompts.
WORKS 60
Run multi-model council debate engineworkflowProductEngineeringL3
council-engine · Multi-model, multi-persona analysis of complex questions with synthesized verdicts.
WORKS 56
Autonomously build project from blueprintworkflowEngineeringL3
build-from-blueprint · Building features with test-first discipline across multiple implementation rounds.
WORKS 57
Map brownfield codebase with three scoutsworkflowEngineeringL3
kiln-mapping · Building features with test-first discipline across multiple implementation rounds.
WORKS 53
Design lead scoring and nurture workflowsskillMarketingL3
marketing-automation · Qualifying and nurturing leads at scale when you have 50+ inbound leads/month and need to route only hot leads to sales.
WORKS 56
Triage open PRs for bugs before mergeworkflowEngineeringL2
pr-triage · Building workflows with structured orchestration and verification gates.
WORKS 52
Write contracts and proposalsskillLegalL1
contract-and-proposal-writer · Comprehensive systematic audits of code/UI across many files and components.
WORKS 60
Execute codex workflow runnerworkflowL2
codex_workflow_runner · Building workflows with structured orchestration and verification gates.
WORKS 58
Launch B2B campaigns on LinkedInskillMarketingSalesL2
linkedin-ads · ABM or role-targeted outreach (to VPs/C-suite at specific companies) where LinkedIn's professional targeting is the only viable channel at scale
WORKS 53
Execute placeholder workflow templateworkflowL2
${name} · Building workflows with structured orchestration and verification gates.
WORKS 58
Deliver feature end-to-end sequentiallyworkflowProductEngineeringL3
feature-pipeline · Building features with test-first discipline across multiple implementation rounds.
WORKS 60
Lift source files to target coverageworkflowEngineeringL3
coverage-orchestrator · Building features with test-first discipline across multiple implementation rounds.
WORKS 55
Run exhaustive multi-agent quality checkworkflowEngineeringProductL3
ultracode-quality-check · Building workflows with structured orchestration and verification gates.
WORKS 59
Drive openwop changes from RFC to PRworkflowEngineeringL2
feature-dev · Hardening vague agent instructions into precise, testable, falsifiable prompts.
WORKS 57
Execute Wave 2a design redesign tasksworkflowEngineeringL3
flow-canvas-wave2a-exec · Building features with test-first discipline across multiple implementation rounds.
WORKS 55
Research standards and cluster insightsworkflowProductL3
lets-explore · Building workflows with structured orchestration and verification gates.
WORKS 55
Audit tool setup for model upgradeworkflowEngineeringL3
model-recalibration-audit · Model update audits where capability changes must be verified against confirmed facts.
WORKS 54
Structured agent orchestration with deterministic phase transitions and fault isolation.workflowEngineeringL2
workflow-authoring · Structured agent orchestration with deterministic phase transitions and fault isolation.
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