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 56
Check Claude Code Agent Monitor healthskillOpsL2
dashboard-status · First-thing-in-the-morning health check before deeper analysis (is the system running? Is it collecting data?).
WORKS 56
Verify supplier claims with source checksskillOpsL2
supplier-truthcheck · Best for supplier-truthcheck tasks requiring domain expertise.
WORKS 55
Validate operations and reference documentationworkflowOpsL2
vet-docs-phaseB · Phase-gated documentation validation across a large codebase.
WORKS 53
Harvest insights into agent skillscommandOpsL2
retro · Teams running Claude Code with persistent learning hooks who want to systematically harvest and embed hard-won insights into their agent skills.
WORKS 58
Scale lead-gen agency infrastructureskillOpsSalesL3
sales-agency-outbound · Scaling a lead-gen agency beyond 5-10 clients without hiring proportional ops team by automating client isolation, warmup scheduling, and reporting
WORKS 58
Integrate call recording to CRMskillSalesOpsL2
sales-audionotes · Sales and support teams capturing meeting notes where transcription quality matters more than API flexibility.
WORKS 57
Run daily system review wave pipelineworkflowOpsL3
dsr-wave1 · Applying dsr-wave1 as a specialized, reusable capability.
WORKS 54
Audit and clean CRM data qualityskillOpsL2
crm-hygiene-scanner · CRM admin or marketing ops cleaning up legacy data before a migration or merge campaign—measure health, detect garbage, plan sprints.
WORKS 58
Manage compliance and regulatory obligationsskillLegalOpsL2
compliance-regulatory-response-kit · Applying compliance-regulatory-response-kit as a specialized, reusable capability.
WORKS 48
Structure VP onboarding as diagnostic processskillOpsHRL1
executive-onboarding-playbook · New VPs/CPOs avoiding destructive first moves and orgs hiring execs who want to ground decisions in evidence rather than gut instinct.
WORKS 54
Orchestrate multi-agent work delegationskillOpsL3
delegation-principle · Multi-agent orchestration where a coordinator routes work to specialized agents and each phase has explicit approval checkpoints.
WORKS 60
Gate releases with parallel validationworkflowOpsL3
release-checklist · Applying release-checklist as a specialized, reusable capability.
WORKS 55
Audit dependencies for securityworkflowEngineeringOpsL3
dependency-audit · Monthly per repo, before major releases, or when adding a significant new dependency. Surface critical security findings
WORKS 55
Compare options with scored tableworkflowProductOpsL2
compare-options · Head-to-head option comparison: parallel research + impartial scoring.
WORKS 55
Validate skill documentation driftworkflowEngineeringOpsL3
audit-skill-consistency · Skill consistency audit across agents/dimensions.
WORKS 57
Build verified project understandingworkflowOpsL3
recon · Orchestrate multi-phase recon tasks with structured verification and recovery.
WORKS 59
Triage and route work itemsworkflowOpsL2
triage · Orchestrate multi-phase triage tasks with structured verification and recovery.
WORKS 57
Execute lightweight go/no-go decisionsworkflowOpsL2
go · Orchestrate multi-phase go tasks with structured verification and recovery.
WORKS 57
Deep-review translations for qualityworkflowOpsProductL2
opus-deep-review · Parallel review and triage workflows across multiple criteria or models.
WORKS 57
Triage and dispatch issuesworkflowOpsEngineeringL2
triage-loop · Parallel review and triage workflows across multiple criteria or models.
WORKS 55
Validate standards as playable dungeonsworkflowProductOpsL3
build-dungeons · Automated test repair and quality assurance loops.
WORKS 57
Ingest books and generate summariesworkflowOpsProductL3
ingest-book-monograph · Parallel review and triage workflows across multiple criteria or models.
WORKS 55
Drive memory discipline to stasisworkflowOpsProductivityL3
memory-stasis-loop · Iterative convergence-driven equilibrium-checking with scoreboard-driven dispatch.
WORKS 60
Document paradigm closure planworkflowEngineeringOpsL2
three-paradigm-status · Hierarchical status reporting and synthesis across multiple data sources or agents.
WORKS 55
Verify Jetson environment complianceworkflowEngineeringOpsL2
env-verification-sweep · Iterative convergence-driven equilibrium-checking with scoreboard-driven dispatch.
WORKS 56
Generate daily research brief from domain scansworkflowOpsMarketingL3
research-pulse-daily · Multi-dimensional research workflows with parallel specialist agents per dimension.
WORKS 55
Complete internationalization of transactional contentworkflowOpsL2
i18n-finish · Complex multi-phase orchestrated workflows requiring coordination across role-specialized agents.
WORKS 60
Fix terminology inconsistency across filesworkflowOpsL3
fix-consistency · Best for fixing terminology inconsistency within files.
WORKS 60
Curate and fix per-locale glossariesworkflowOpsL3
curate-and-fix-glossary · Best for terminology unification across locales at scale.
WORKS 58
Generate release notes from merged commitsworkflowOpsL2
changelog · Best for synthesizing release notes from git commits.
WORKS 57
Audit pipeline lockstep across sourcesworkflowEngineeringOpsL3
audit-pipeline-lockstep · Best for orchestrating parallel multi-phase work.
WORKS 60
Map brownfield codebase dynamicallyworkflowEngineeringOpsL3
harness-brownfield-map · Best for orchestrating parallel multi-phase work.
WORKS 55
Ship discovery to plans handoffworkflowProductOpsL2
ship · Best for orchestrating deployments with rollback gates.
WORKS 55
Probe MoltOS surfaces red-team styleworkflowEngineeringOpsL3
redteam-sweep · Best for adversarial evaluation across agent personas.
WORKS 58
Synthesize market news brief dailyworkflowFinanceOpsL2
market-news · daily market briefing synthesis from multiple news angles with citations
WORKS 55
Verify Qiskit platform accuracyworkflowOpsProductL2
qiskit-platform-research · accuracy-critical resource curation for public learning platforms
WORKS 54
Fan-out verify standards per agentworkflowOpsEngineeringL2
standards-verify · fan-out parallel research with synthesized results
WORKS 54
Merge duplicate memory entriesworkflowOpsProductivityL2
consolidate-memory · unifying distributed agent state into a single source of truth
WORKS 60
Research and cite web sourcesworkflowOpsL2
loom-research · Multi-angle research with parallel search, aggregation, and adversarial contradiction resolution.
WORKS 54
Audit team scaffold consistencyworkflowOpsL2
scaffold-team · Multi-phase scaffold-team orchestration with structured phase control and receipts.
WORKS 60
Detect vault health decay earlyworkflowOpsL2
health-audit · Comprehensive multi-phase scan across heterogeneous source corpus with parallel validation.
WORKS 54
Run discovery until completeworkflowOpsL2
loop-until-dry · Multi-phase loop-until-dry orchestration with structured phase control and receipts.
WORKS 55
Run anonymous peer review panelworkflowOpsL2
boardroom-blind-review · High-stakes decisions where reviewer independence must be enforced structurally via separate agent contexts.
WORKS 53
Run parallel agent swarmworkflowOpsL2
parallel-swarm.workflow · Batch operations where each item can be independently processed in parallel.
WORKS 55
Draft stale ticket updatesworkflowOpsL2
stale-ticket-drafts · Automated ticket triage where stale tickets need human-readable status drafts without direct edits.
WORKS 57
Run independent audit panelworkflowOpsL2
judge-independent-audit · Auditing complex ML systems.
WORKS 55
Refine work across teamworkflowOpsL2
team-refine · Use when implementing team-refine patterns.
WORKS 57
Detect emergent vault themesworkflowOpsL2
emergence-scan · Use when implementing emergence-scan patterns.
WORKS 58
Import backlog into task managementworkflowOpsEngineeringL3
emit-beads · Bulk-importing planning data into beads while maintaining idempotency and dependency integrity
WORKS 48
Pass password to agent securelyskillOpsL1
pw2agent · Handing secrets to agent subprocesses without printing them in chat logs—prevents accidental exposure in transcripts.
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