The library

carrier-relationship-management · When managing complex carrier relationship states and tracking interaction history across systems.

cisco-ios-patterns · Validating IOS config changes before deployment to prevent lockouts.

cloudflare-email-service · Building transactional email flows in Cloudflare Workers when you need zero-config email without external SMTP providers.

docx · Programmatically generating professional Word documents with complex formatting (TOC, headings, styled lists, page breaks) when manual editing is infeasible.

flowzap-diagrams · Quickly iterating on process flowcharts and decision trees when you need automatic layout and export.

organization-batch-get-departments-skill · Fetching department metadata in bulk from Feishu (Lark) directory systems.

ginkgo-cloud-lab · Validating protein expression or generating rapid fluorescent bioart when local infrastructure unavailable; 5–11 day turnaround beats lab overhead.

conducty-improve · Closing the feedback loop so each plan produces measurable improvements to the next plan

labarchive-integration · Automating electronic lab notebook entry from instrument outputs to create audit trails

conducty-review · Systematically extracting what worked, what failed, and why—before moving to the improvement phase

conducty-shape · Medium/high-complexity goals where requirements are unclear and scope needs bounding before implementation.

liteparse · Local parsing with spatial awareness when cloud APIs are forbidden or bounding boxes are required for RAG grounding.

conducty-system · Multi-plan projects where system-level learning (what worked, what failed, what changes) is valued over ad-hoc execution.

conducty-terse · Prompt engineering where every token spent must directly advance the acceptance criteria.

structured-attack-campaign · Red-team validation when system robustness against coordinated attack is a non-negotiable requirement.

conducty-vault-graph · Maintenance sweeps when vault noise accumulates and signal-to-noise ratio drops.

markitdown · Bulk document ingestion for RAG when format diversity requires unified conversion.

conducty-verify · Marking work complete only after running verification commands and reading output.

eve-lab-topology-validation · Validating enzymatic reaction networks for synthetic biology feasibility.

connect-apps · Automating one-off integrations with external services (Gmail, Slack, GitHub) without building custom auth.

connect · Orchestrating multi-app workflows (send alert → create issue → post to Slack) without hardcoding integrations.

speckit-tasks · Spec Kit workflow Phase 4 (tasks generation) when translating designs into implementation dependencies.

opentrons-integration · Production liquid-handling workflows requiring full Protocol API v2 access and hardware-specific module control.

pacsomatic · Reproducible tumor-normal variant calling when validation and artifact generation must precede execution.

pdf · Document processing pipelines needing text extraction or PDF combination

ticket-body · Orchestrating ticket updates with approval workflows

customs-trade-compliance · Navigating complex tariff and duty calculations

dashboard-builder · Creating operational dashboards answering real questions

handoff-log-update · When an agent completes work and must notify the next owner with context.

deepread-ocr · Extracting structured data from invoices, forms, receipts where 90% auto-extraction + 10% human review beats 100% manual.

describe-steps-file · Documenting implementation roadmaps where step order, dependencies, and observable completion matter.

project-documentation · Onboarding engineers quickly with comprehensive structure and component documentation

discord · Integrating Discord messaging into systems where lightweight REST-based access is preferred

paperless · Organizing and retrieving documents without proprietary commercial software

rag-curator · Preparing heterogeneous documents for retrieval-augmented generation systems.

documents-core · When deciding whether to preserve editability or render final output.

documents-orchestrator · When routing document tasks without knowing the exact format tool.

documents · When creating office documents while preserving structure and formatting.

docx · When working with Word documents and tracked changes.

pdf · When creating or manipulating PDF files programmatically.

pptx · When building PowerPoint decks programmatically.

drawio-diagrams-enhanced · Creating professional flowcharts, swimlane diagrams, BPMN, WBS, and RACI matrices in draw.io format.

what-if-oracle · Exploring uncertain futures through structured multi-branch scenario analysis with best/worst/wild-card cases.

xlsx · Creating, editing, or analyzing Excel spreadsheets with formulas, financial models, and professional formatting.

mikromcp · Managing MCP server connections and integrating model context protocol tools into AI workflows.

planning-with-files · Generating detailed project plans, task breakdowns, and resource schedules from specifications.

planning-with-files · Multi-step tasks, research, or building projects that span many tool calls

rancher-mcp-server · Safe cluster operations with tool-oriented workflows and write gates

email-ops · Mailbox work where draft verification and Sent proof matter more than generic writing

cloudflare-management · Bulk edge config and DNS changes without UI clicking