cyberneticlibrary

The library

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

ArtifactsCapabilitiesRecipes
kindallskillworkflowmcp_servercommandsubagentplugin|✓ proven✗ harmfulmeasured only1,482 artifacts
forSalesMarketingHRFinanceLegalOpsProductEngineeringDataProductivitySupportsetup≤ plug & play≤ + a key≤ multi-tool
WORKS 48
Execute commands on remote machinesskillEngineeringOpsL2
remote-mcp · Headless automation on remote Windows/Linux machines where Playwright is not available or UI automation is needed.
WORKS 54
Report and track infrastructure issuesskillEngineeringOpsL2
terminator-issue-reporter · Lowering friction for bug reports by auto-collecting logs and categorizing issue patterns with immediate workarounds.
WORKS 48
Score warm intro connections with network graphsskillSalesOpsL2
social-graph-ranker · Finding most relevant contacts/collaborators in large social networks without exhaustive search.
WORKS 48
Conduct ISO 13485 internal auditsskillOpsL2
qms-audit-expert · Manufacturing/regulated teams needing routine compliance audits without external auditor costs.
WORKS 48
Orchestrate multi-step AI workflowsskillEngineeringOpsL3
moflo · AI agents that need to remember what they learned across sessions and route tasks to the right handler
WORKS 48
Manage QMS document control workflowsskillOpsL2
quality-documentation-manager · Medical device manufacturers and regulated labs needing 21 CFR Part 11 compliance and change control
WORKS 48
Lead quality management reviewsskillOpsL2
quality-manager-qmr · Holding senior leadership accountable for quality system effectiveness and regulatory oversight
WORKS 48
Build ISO 13485 quality systemsskillOpsL3
quality-manager-qms-iso13485 · Medical device manufacturers building a foundation for ISO 13485 certification and regulatory submission
WORKS 52
Plan authorized red team engagementsskillOpsL2
red-team · Security review before production launch or after major refactoring
WORKS 48
Prepare FDA and CE mark submissionsskillOpsLegalL3
regulatory-affairs-head · MedTech companies navigating 510(k), De Novo, PMA, or CE marking pathways.
WORKS 48
Control email, SMS, Telegram, and callsskillOpsSalesL2
agenticmail · Multi-agent coordination via email beats manual task handoff.
WORKS 48
Plan and fund enterprise researchskillOpsL3
research-ops-skills · Routing research queries by domain beats running generic fallback searches.
WORKS 45
Coordinate team decisions via emailskillOpsL2
coordinate · Orchestrated multi-agent workflows beat ad-hoc single-agent tasks.
WORKS 48
Create agentic email coordinatorsskillOpsL2
create-agent · Automated agent scaffolding beats copy-paste template boilerplate.
WORKS 48
Analyze sprint retrospectives for patternsskillOpsProductL1
retro · Transcript-driven retrospectives beat memory-based summaries.
WORKS 59
Orchestrate full scrum project lifecycleskillOpsEngineeringL3
claude-scrum-skill · Automated scrum ceremonies and sprint tracking beats manual coordination.
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
Route supply chain tasks to specialistsskillOpsL3
supply-chain-orchestrator · When a supply-chain task arrives but hasn't named the specific function (demand planning vs. scheduling vs. customs).
WORKS 48
Plan large-scale parallelized deliveryskillOpsEngineeringL3
swarm-architect · Large-scale (70-80+ task) engineering delivery that needs phase/wave parallelization and GitHub issue sync.
WORKS 48
Prioritize features with RICE scoringskillProductOpsL1
rice · Product managers prioritizing features/projects when multiple initiatives compete for engineering capacity.
WORKS 48
Implement medical device risk managementskillOpsL3
risk-management-specialist · Leadership teams conducting risk review before major decision or launch.
WORKS 48
Generate operational runbooksskillOpsL1
runbook-generator · Bootstrapping operational runbooks with consistent structure before production launch.
WORKS 48
Run scenario war room analysisskillFinanceOpsL3
scenario-war-room · When evaluating strategic decisions with compound downside risk, or prepping crisis scenarios.
WORKS 57
Analyze and coach agile teamsskillOpsHRL2
scrum-master · When forecasting sprint capacity with confidence intervals or diagnosing team health across 6 weighted dimensions.
WORKS 48
Plan projects into granular tasksskillOpsProductL3
task-master-planner · When turning architecture docs into execution-ready task plans for orchestrators or team handoff.
WORKS 48
Manage secrets and vault infrastructureskillEngineeringOpsL4
secrets-vault-manager · When you need centralized secret management with compliance tracking and automated rotation.
WORKS 48
Catch security anti-patterns before codeskillEngineeringOpsL2
security-guidance · When designing secure systems or conducting threat assessments for compliance.
WORKS 48
Run penetration tests and auditsskillEngineeringOpsL3
security-pen-testing · When validating security posture through controlled exploitation and finding real exploitable flaws.
WORKS 48
Curate project knowledge and skillsskillOpsEngineeringL2
self-improving-agent · When building agents that improve automatically by learning from task failures and refining their own instructions.
WORKS 48
Orchestrate multi-agent work squadsskillOpsEngineeringL3
team-agent-orchestration · Multi-agent projects where chaos and lost work matter, or when you need visible state across agents.
WORKS 48
Deploy infrastructure with TerraformskillEngineeringOpsL3
terraform-skill · Infrastructure changes where accidental destruction is costly, requiring plan review before apply.
WORKS 48
Create Kubernetes clusters in DockerskillEngineeringOpsL3
Kind Setup · Local Kubernetes testing when you need a full cluster in Docker without VM overhead
WORKS 48
Manage enterprise software projectsskillOpsL3
senior-pm · Multi-project portfolio governance when financial risk and resource constraints must be quantified
WORKS 48
Command Twist messaging from CLIskillOpsL2
twist-cli · Scripting Twist operations when GUI interaction is slow or batch actions needed
WORKS 48
Manage and scale Uncloud clustersskillOpsEngineeringL3
uncloud · Running stateless services across peer machines without central control plane or infrastructure lock-in.
WORKS 48
Execute tasks with Lathe CLIskillEngineeringOpsL2
lathe-cli · Running agent tasks on PRs with complete artifact recovery and execution isolation per task.
WORKS 54
Pre-launch security and readiness auditskillEngineeringOpsL3
ship-gate · Preventing production incidents by systematically auditing security, database, and code quality before deploy.
WORKS 48
Unify notification routing and escalationskillOpsL3
unified-notifications-ops · Collapsing fragmented alerts into one operator-focused lane with clear ownership and action
WORKS 48
Compact conversation for agent handoffskillOpsL1
handoff · Handing off subagent work to humans or other agents with full context preservation
WORKS 48
Coordinate long-running agent workskillEngineeringOpsL4
agent-afk · Delegate long background work to parallel agents while auditing every tool call in the trace
WORKS 48
Design and operate service level objectivesskillEngineeringOpsL2
slo-architect · Enforce SRE discipline: tie reliability targets to real user impact, not arbitrary percentiles
WORKS 48
Check memory health and capacityskillEngineeringOpsL1
status · Get a quick health snapshot before starting work or after a deploy
WORKS 48
Show agent DAG and branch statusskillEngineeringOpsL1
status · Poll long-running builds/deploys without blocking
WORKS 48
Scale engineering teams and deliveryskillOpsProductL1
vpe-advisor · Scale engineering org structure and ownership without losing autonomy or quality
WORKS 48
Show program and brain engagement metricsskillOpsL1
status · Pentest engagements to surface highest-value next actions and cost burn tracking
WORKS 48
Audit web performance and Core Web VitalsskillEngineeringOpsL2
web-perf · Audit page load performance, identify render-blocking resources, and prioritize Core Web Vitals improvements
WORKS 48
Design SLOs with burn-rate alertsskillOpsL1
slo-design · Define observable, measurable reliability targets with multi-window burn-rate alerting for production services
WORKS 48
Prepare for SOC 2 Type II auditskillLegalOpsL1
soc2-audit-prep · Pre-observation, mid-period checkpoint, or pre-field-test month-10 readiness forcing questions
WORKS 48
Control Windows Remote Desktop via CLIskillOpsEngineeringL2
agent-rdp · Interactive troubleshooting of cloud agents with full desktop GUI access
WORKS 48
Audit workspace agent capabilitiesskillOpsL1
workspace-surface-audit · Governance and compliance audits of cloud productivity suites
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