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
Query logs in DatadogskillEngineeringOpsL2
datadog-logs · Ops engineers needing flexible log search across tiered storage without UI
WORKS 48
Track vulnerability dashboardskillEngineeringOpsL1
dashboard · Security teams tracking vulnerability status across projects without manual spreadsheets
WORKS 48
Find broken links across websiteskillOpsMarketingL1
broken-link-checker · Finding and fixing broken links to improve crawlability and user experience.
WORKS 48
Download research papers by DOIskillOpsL2
paper-fetch · Finding open-access research papers when you only have a title or DOI.
WORKS 48
Manage PrintKK print-on-demand productsskillOpsL2
printkk-print-on-demand · Automating print-on-demand design creation and order fulfillment via a single async-task API.
WORKS 48
Build searchable knowledge vault from sourcesskillOpsProductivityL3
swarmvault · Applying Swarmvault patterns and best practices.
WORKS 48
Compile code and knowledge into wikisskillEngineeringOpsL2
wiki-compiler · Applying Wiki Compiler patterns and best practices.
WORKS 48
Compress documentation to save tokensskillProductivityOpsL1
caveman-compress · Applying Caveman Compress patterns and best practices.
WORKS 48
Generate session handoff documentsskillProductivityOpsL1
session-handoff · Long features spanning multiple sessions. Enables seamless handoff.
WORKS 48
Manage architecture decision recordsskillEngineeringOpsL1
java-adr · Documenting significant architectural choices over time. Prevents repeated debates.
WORKS 48
Track parallel work sessions across instancesskillOpsL1
sprint-status · When running multiple parallel Claude Code sessions and need to track work state.
WORKS 48
Score decisions with thoroughness ratingsskillOpsL1
thoroughness-scoring · When comparing solution options and choosing between speed and long-term quality.
WORKS 48
Wrap up session with audit and learningsskillOpsL1
wrap-up · End-of-session ritual to ensure code quality, capture learnings, and preserve context for the next session before committing or stopping work.
WORKS 48
Automate browser-based tasksskillEngineeringOpsL2
browser-act · JavaScript-rendered content and verified session handling beats static fetch.
WORKS 48
Audit architecture phase documentationskillOpsL1
lph9-gewaehrleistungsmanagement-lph8 · Construction delivery phase workflow enforcement beats generic project templates.
WORKS 48
Triage unprioritized issues fastskillOpsL1
triage-helper · When you need intelligent task classification or workflow routing.
WORKS 48
Configure unified platform notificationsskillOpsL2
configure-notifications · When you need fine-grained control over alert delivery channels and frequency.
WORKS 48
Query weather data and radar imageryskillOpsL2
weather-plugin · Best for meteorological research and severe weather analysis when you need multiple model outputs (CAPE, helicity, soundings) at once.
WORKS 45
Run strategic planning sessionsskillOpsProductL1
plan · Gathering requirements and architectural consensus before implementing complex features.
WORKS 55
Run consensus-based planningskillOpsL1
ralplan · Gathering requirements and architectural consensus before implementing complex features.
WORKS 48
Orchestrate coordinated multi-agent teamsskillOpsL3
team · Coordinating parallel work across multiple agents with shared task state and verification.
WORKS 48
Manage email inbox via CLIskillProductivityOpsL2
inbound-cli · Command-line email triage where mailbox context must persist between sessions.
WORKS 48
Manage Linear tickets by best practicesskillOpsEngineeringL1
linear-sop · Teams enforcing evidence-based ticket workflows with mandatory dev/staging/done proof.
WORKS 48
Execute parallel tasks at scaleskillOpsL3
ultrawork · Batches of independent tasks that benefit from parallel execution without full persistence/sign-off.
WORKS 48
Write production Bash scripts safelyskillEngineeringOpsL1
bash-pro · Production automation scripts requiring strict error handling, portability, and defensive input parsing.
WORKS 48
Store and search project wikiskillOpsProductivityL1
wiki · Specialized technical execution where structured input/output contracts improve throughput.
WORKS 48
Score documents against any criteriaskillDataOpsL3
brain-in-the-fish · Specialized technical execution where structured input/output contracts improve throughput.
WORKS 48
Coordinate team work via protocolskillOpsProductivityL2
worker · Specialized technical execution where structured input/output contracts improve throughput.
WORKS 55
Generate AI-friendly repo documentationskillEngineeringOpsL1
sourcesage-cli · Quickly documenting codebases for AI context or team onboarding without manual summarization.
WORKS 48
Extract technical knowledge to reportsskillOpsProductivityL2
tech-distiller · Extracting and organizing AI-readable technical architecture from scattered internal docs.
WORKS 48
Improve agent skills through self-analysisskillEngineeringOpsL3
hermes-dojo · Agent self-improvement when you want overnight learning from execution traces
WORKS 48
Monitor and manage 1Panel infrastructureskillOpsL3
1panel-skills · 1Panel operation skill for agent runtimes. Use when the user wants an assistant to interact with a 1Panel instance for resource monitoring, websites,
WORKS 48
Manage Traefik routing rules via APIskillEngineeringOpsL3
traefik-route-manager · Managing dynamic routing configurations for microservices without manual Traefik config editing.
WORKS 48
Search and monitor Telegram groups from CLIskillOpsProductivityL2
tg-cli · Searching and monitoring Telegram messages locally via MTProto without cloud intermediaries.
WORKS 48
Run offensive OSINT methodologyskillOpsEngineeringL2
offensive-osint-methodology · When teaching or systematizing OSINT workflows to avoid ad-hoc recon drift.
WORKS 48
Audit AI agent skills for safety and costskillEngineeringOpsL3
skill-eval · When vetting skills for inclusion in agent harnesses or production use.
WORKS 48
Execute comprehensive OSINT reconnaissanceskillOpsEngineeringL2
offensive-osint · When starting reconnaissance on a target with only name or domain known.
WORKS 48
Run fast security checksskillEngineeringOpsL1
offensive-fast-checking · When needing a quick vulnerability surface scan before in-depth testing.
WORKS 50
Map codebase architecture for securityskillEngineeringOpsL2
sast-analysis · When auditing source code in CI/CD or pre-release security review.
WORKS 48
Write penetration test reportsskillOpsEngineeringL2
offensive-reporting · When translating raw pentest data into boardroom-ready security reports.
WORKS 48
Find business logic vulnerabilitiesskillEngineeringOpsL3
sast-businesslogic · Finding exploitable gaps in payment, workflow, and authorization logic that scanners miss
WORKS 48
Test business logic for exploitsskillOpsEngineeringL2
offensive-business-logic · Finding high-value logic chains in fintech/marketplace apps where scanners miss compound flows
WORKS 48
Detect file upload vulnerabilitiesskillEngineeringOpsL3
sast-fileupload · Finding RCE paths through file upload that extension blocklists and static analysis miss
WORKS 48
Find deserialization vulnerabilitiesskillEngineeringOpsL2
offensive-deserialization · Achieving RCE on Java/.NET/PHP/Python apps that deserialize untrusted objects without allowlists
WORKS 48
Detect GraphQL injection vulnerabilitiesskillEngineeringOpsL3
sast-graphql · Finding query string injection that reaches GraphQL parsers (not resolver SQL injection)
WORKS 48
Test file upload securityskillEngineeringOpsL2
offensive-file-upload · Finding RCE or XSS through file upload when MIME validation or extension checks are sole defense
WORKS 48
Find hardcoded secrets in codeskillEngineeringOpsL3
sast-hardcodedsecrets · Finding exposed API keys, credentials, and tokens that code review and linters miss
WORKS 48
Test GraphQL for security flawsskillEngineeringOpsL2
offensive-graphql · Bypassing GraphQL authorization when individual resolvers don't check permissions uniformly
WORKS 48
Detect IDOR vulnerabilitiesskillEngineeringOpsL3
sast-idor · Finding authorization gaps where IDs are trusted directly without ownership verification
WORKS 48
Automate UK grocery shoppingskillOpsL2
uk-grocery-cli · Automating recurring grocery orders across multiple UK chains with price comparison before checkout
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