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
Send transactional emails via CloudflareskillOpsL2
cloudflare-email-service · Building transactional email flows in Cloudflare Workers when you need zero-config email without external SMTP providers.
WORKS 48
Create formatted Word documentsskillOpsProductivityL1
docx · Programmatically generating professional Word documents with complex formatting (TOC, headings, styled lists, page breaks) when manual editing is infeasible.
WORKS 48
Generate workflow and process diagramsskillOpsProductL2
flowzap-diagrams · Quickly iterating on process flowcharts and decision trees when you need automatic layout and export.
WORKS 48
Fetch department information from FeishuskillOpsL2
organization-batch-get-departments-skill · Fetching department metadata in bulk from Feishu (Lark) directory systems.
WORKS 48
Submit protocols to autonomous lab executionskillOpsL2
ginkgo-cloud-lab · Validating protein expression or generating rapid fluorescent bioart when local infrastructure unavailable; 5–11 day turnaround beats lab overhead.
WORKS 53
Analyze decisions through multi-persona dialecticskillOpsL1
conducty-dialectic · Unraveling complex architectural decisions by having six archetypal voices debate from different angles
WORKS 48
Extract lessons and shape next planning cycleskillOpsL1
conducty-improve · Closing the feedback loop so each plan produces measurable improvements to the next plan
WORKS 48
Integrate electronic lab notebook programmaticallyskillOpsL2
labarchive-integration · Automating electronic lab notebook entry from instrument outputs to create audit trails
WORKS 48
Audit plan execution and extract patternsskillOpsL2
conducty-review · Systematically extracting what worked, what failed, and why—before moving to the improvement phase
WORKS 48
Define scope and appetite before buildingskillProductOpsL1
conducty-shape · Medium/high-complexity goals where requirements are unclear and scope needs bounding before implementation.
WORKS 48
Parse documents into structured textskillOpsDataL2
liteparse · Local parsing with spatial awareness when cloud APIs are forbidden or bounding boxes are required for RAG grounding.
WORKS 48
Establish orchestration system and principlesskillOpsEngineeringL1
conducty-system · Multi-plan projects where system-level learning (what worked, what failed, what changes) is valued over ad-hoc execution.
WORKS 48
Compress orchestration artifacts terselyskillOpsL1
conducty-terse · Prompt engineering where every token spent must directly advance the acceptance criteria.
WORKS 48
Execute full attack lifecycle and find vectorsskillLegalOpsL3
structured-attack-campaign · Red-team validation when system robustness against coordinated attack is a non-negotiable requirement.
WORKS 48
Audit vault for orphaned and stale contentskillOpsL2
conducty-vault-graph · Maintenance sweeps when vault noise accumulates and signal-to-noise ratio drops.
WORKS 48
Convert documents to markdownskillOpsProductivityL2
markitdown · Bulk document ingestion for RAG when format diversity requires unified conversion.
WORKS 48
Verify results before marking completeskillEngineeringOpsL1
conducty-verify · Marking work complete only after running verification commands and reading output.
WORKS 48
Validate network lab topology designsskillOpsEngineeringL2
eve-lab-topology-validation · Validating enzymatic reaction networks for synthetic biology feasibility.
WORKS 48
Connect external apps to send real actionsskillOpsSalesL2
connect-apps · Automating one-off integrations with external services (Gmail, Slack, GitHub) without building custom auth.
WORKS 48
Take real actions across 1000+ appsskillOpsL2
connect · Orchestrating multi-app workflows (send alert → create issue → post to Slack) without hardcoding integrations.
WORKS 48
Generate task orders from spec plansskillOpsProductL1
speckit-tasks · Spec Kit workflow Phase 4 (tasks generation) when translating designs into implementation dependencies.
WORKS 48
Write Opentrons liquid handler protocolsskillOpsEngineeringL2
opentrons-integration · Production liquid-handling workflows requiring full Protocol API v2 access and hardware-specific module control.
WORKS 48
Validate and launch bioinformatics workflowsskillDataOpsL3
pacsomatic · Reproducible tumor-normal variant calling when validation and artifact generation must precede execution.
WORKS 48
Work with PDFs - extract, merge, encryptskillOpsLegalL1
pdf · Document processing pipelines needing text extraction or PDF combination
WORKS 48
Update ticket descriptionsskillOpsL1
ticket-body · Orchestrating ticket updates with approval workflows
WORKS 48
Classify shipments and optimize tariffsskillOpsL2
customs-trade-compliance · Navigating complex tariff and duty calculations
WORKS 48
Build operator monitoring dashboardsskillOpsL2
dashboard-builder · Creating operational dashboards answering real questions
WORKS 48
Log agent handoffs and blockersskillOpsEngineeringL1
handoff-log-update · When an agent completes work and must notify the next owner with context.
WORKS 48
Extract structured data from PDFsskillFinanceOpsL2
deepread-ocr · Extracting structured data from invoices, forms, receipts where 90% auto-extraction + 10% human review beats 100% manual.
WORKS 48
Format implementation steps correctlyskillOpsL1
describe-steps-file · Documenting implementation roadmaps where step order, dependencies, and observable completion matter.
WORKS 48
Generate comprehensive project documentationskillOpsL1
project-documentation · Onboarding engineers quickly with comprehensive structure and component documentation
WORKS 48
Send and manage Discord messages and rolesskillOpsL2
discord · Integrating Discord messaging into systems where lightweight REST-based access is preferred
WORKS 48
Organize and search documentsskillOpsL2
paperless · Organizing and retrieving documents without proprietary commercial software
WORKS 48
Curate and maintain RAG knowledge baseskillOpsL2
rag-curator · Preparing heterogeneous documents for retrieval-augmented generation systems.
WORKS 48
Format documents across DOCX, PDF, PPTX, XLSXskillOpsProductivityL1
documents-core · When deciding whether to preserve editability or render final output.
WORKS 48
Route document tasks to specialistsskillOpsProductivityL1
documents-orchestrator · When routing document tasks without knowing the exact format tool.
WORKS 48
Create and edit office documentsskillOpsProductivityL2
documents · When creating office documents while preserving structure and formatting.
WORKS 48
Process and edit Word documentsskillOpsProductivityL2
docx · When working with Word documents and tracked changes.
WORKS 48
Extract and process PDF contentskillOpsProductivityL2
pdf · When creating or manipulating PDF files programmatically.
WORKS 48
Create and edit PowerPoint presentationsskillOpsProductivityL2
pptx · When building PowerPoint decks programmatically.
WORKS 48
Create professional flowcharts and diagramsskillOpsProductL1
drawio-diagrams-enhanced · Creating professional flowcharts, swimlane diagrams, BPMN, WBS, and RACI matrices in draw.io format.
WORKS 48
Run scenario analysis for decisionsskillOpsFinanceL1
what-if-oracle · Exploring uncertain futures through structured multi-branch scenario analysis with best/worst/wild-card cases.
WORKS 48
Create and manage Excel spreadsheetsskillFinanceOpsL1
xlsx · Creating, editing, or analyzing Excel spreadsheets with formulas, financial models, and professional formatting.
WORKS 48
Configure MikroTik network devicesskillOpsL2
mikromcp · Managing MCP server connections and integrating model context protocol tools into AI workflows.
WORKS 48
Organize and track complex projectsskillOpsProductL2
planning-with-files · Generating detailed project plans, task breakdowns, and resource schedules from specifications.
WORKS 48
Organize and track complex projectsskillOpsProductL2
planning-with-files · Multi-step tasks, research, or building projects that span many tool calls
WORKS 48
Manage Rancher and Kubernetes infrastructureskillOpsL2
rancher-mcp-server · Safe cluster operations with tool-oriented workflows and write gates
WORKS 48
Triage and draft emails autonomouslyskillOpsL2
email-ops · Mailbox work where draft verification and Sent proof matter more than generic writing
WORKS 48
Manage Cloudflare Workers and infrastructureskillOpsL2
cloudflare-management · Bulk edge config and DNS changes without UI clicking
WORKS 48
Manage AWS S3 buckets and objectsskillOpsL2
s3-management · Bulk S3 operations and backups without console clicks
←page 6 / 30→