Industry Collections
Fifteen workflow-shaped collections covering 364 source-linked skills. Each hub card shows five starting picks; the deep pages keep the full ordered manifests.
🎙️ Media & Publishing Systems
Transcription, subtitles, podcast workflows, chaptering, localization, loudness cleanup, and final-mile publishing prep.
Starts a release workflow from the source feed by fetching episodes and producing transcript artifacts.
Fixes subtitle drift after final video edits without manually retiming every cue.
Prevents inconsistent perceived volume across a batch of episodes, lessons, or social clips.
Adds word timestamps and speaker diarization for searchable transcripts, clips, and chaptering.
Fetches available YouTube captions without brittle browser automation or scraping a video page.
💼 Finance & Filings
Filings research, invoice intake, billing operations, reconciliation, and finance-adjacent reporting.
Anchors filing research with EDGAR search, company filing APIs, and XBRL-oriented extraction.
Turns recurring vendor invoices into structured records before approval, coding, or reconciliation.
Connects invoice state to accounting-system reconciliation instead of stopping at document extraction.
Covers usage metering and entitlement data needed before usage-based billing can be trusted.
Pulls charges, refunds, disputes, and payouts into a reconciliation workflow with finance-facing evidence.
🛒 Ecommerce & Retail Operations
Catalog management, storefront automation, orders, inventory sync, marketplace support, and review-driven merchandising.
Provides an API-first commerce backend for catalog, checkout, order, and channel workflows.
Keeps WooCommerce inventory synchronized across channels without treating wp-admin as the workflow surface.
Exposes Shopify Admin actions to MCP clients while keeping catalog and order work supervised.
Retained as the single Stripe checkout/payment-flow pick for validating cart-to-payment intent behavior.
Covers the marketplace side of retail payments: Connect transfers, reversals, and payout reconciliation across sellers.
⚖️ Legal Ops & Compliance
Contract risk review, redline preparation, forms, document review, archive search, and evidence-oriented legal and compliance support.
Supports contract risk review and lawyer-ready redline preparation while keeping final interpretation, negotiation, and legal advice with qualified human counsel.
Adds an auditable signing path for contract and approval packets.
Combines PDF form preparation and signatures for document-heavy approval flows.
Turns scanned evidence and records into searchable PDFs before review.
Adds approval gates and replayable decision evidence when legal AI workflows need human review before external actions.
🩺 Healthcare Documentation & Intake
Documentation intake, OCR, transcription, structured extraction, and biomedical literature support for paperwork-heavy workflows.
Adds literature lookup for documentation and research support without making clinical recommendations.
Extracts structured fields from intake notes, letters, and forms for human-reviewed documentation.
Makes scanned forms and records searchable before routing or summarization.
Transcribes documentation audio with speaker and word timing for reviewable notes.
Lets agents inspect FHIR resources with explicit PHI and clinical-use boundaries.
📈 Product Analytics & Growth Ops
Product analytics, feature flags, rollout checks, session replay, privacy-friendly web analytics, and experiment/evaluation workflows.
Combines event capture and feature flags so launch evidence connects to product behavior.
Provides open-source flag and remote-config control for staged product rollouts.
Makes flag targeting changes reviewable before they affect production cohorts.
Adds session replay evidence when metrics alone do not explain user behavior.
Turns product and growth data into dashboards that non-engineers can inspect.
📚 DevRel & API Documentation Workflows
API docs, OpenAPI references, SDK generation, docs-site publishing, prose linting, and developer enablement workflows.
Publishes clean OpenAPI references for API consumers who need fast navigation.
Combines reference docs and request testing so developers can inspect endpoints in context.
Bundles linting, validation, bundling, and docs generation in one OpenAPI release gate.
Regenerates typed API clients from OpenAPI specs so examples and SDKs stay aligned.
Catches style, terminology, and readability drift before generated docs ship.
🎧 Customer Support & Success
Helpdesk queues, ticket triage, conversation lookup, knowledge-base workflows, customer context, CRM sync, and reply-drafting support.
Provides a self-hosted ticketing system for teams that need full helpdesk workflow control.
Unifies chat, email, and social support channels for teams managing customer conversations.
Grounds reply drafts in actual Help Scout threads and customer history.
Adds an open CRM layer for account context and handoffs without locking into Salesforce.
Enriches contact and company records before account reviews or support escalations.
🏠 Real Estate Workflows
Property research support, transaction paperwork, signature routing, document intake, CRM context, and listing follow-up workflows for real-estate operations.
Supports offer, disclosure, and transaction forms that need filled fields and signatures.
Creates a searchable archive for contracts, disclosures, inspection reports, and closing paperwork.
Builds evidence-backed property research notes while keeping recommendations human-reviewed.
Adds supervised property-detail and market-trend lookup for research packets.
Cleans contact exports from phones, email, or events before CRM dedupe and import.
🎓 Education & Research Workflows
Literature review, citation context, research synthesis, paper drafting, replication checks, and evidence packets for academic and technical teams.
Connects research agents to a Zotero library so teams can search papers, inspect annotations, and ground literature review in their own source corpus.
Adds arXiv search, download, and local paper storage for technical literature review and fast-moving research areas.
Covers Google Scholar-style citation lookup, BibTeX export, and author/citation context for literature maps.
Turns a raw research topic into literature review, experiment planning, draft writing, and verification artifacts.
Adds domain-specific scientific workflow guidance when general prompting is too loose for research-heavy analysis.
📣 GTM & RevOps Workflows
Demand generation, SEO and content operations, lifecycle email, CRM enrichment, lead routing, social listening, trend monitoring, feedback capture, and sales/revenue operations workflows.
Provides a self-hosted marketing automation base for demand generation, segmentation, lead scoring, and lifecycle campaign operations.
Runs owned-audience newsletter and mailing-list operations without turning email delivery into a black-box SaaS dependency.
Structures onboarding, activation, retention, and reactivation email sequences before they move into an ESP or automation platform.
Plans scalable SEO page programs with guardrails against thin, duplicated, or low-intent content expansion.
Enriches and updates HubSpot contacts before sales handoff, lifecycle segmentation, or campaign routing.
🧭 AI Agency Operations & FDE Workflows
Client-facing AI delivery, forward deployed engineering workflows, browser automation, implementation systems, documentation, spreadsheets, proposals, and client handoff workflows.
Captures clean Markdown from client sites for audits, content inventories, knowledge-base builds, and handoff docs.
Crawls client websites into LLM-ready Markdown when agencies need deeper extraction for audits or automation builds.
Lets agencies compose, test, and hand off inspectable agent flows instead of leaving client automations as prompt-only prototypes.
Provides a governed path from prototype to client-facing agent app with workflow testing, operations, and handoff surfaces.
Runs bounded browser, file, tool, and connector sessions in a reviewable sandbox before client delivery.
🛠️ Infrastructure, SRE & Incident Operations
Production reliability workflows for Kubernetes, incidents, observability, backups, deploy safety, infrastructure drift, alerts, and runbook-driven debugging.
Pulls Kubernetes and cloud signals into an incident investigation loop instead of leaving responders to correlate dashboards manually.
Gives responders a fast multi-pod log tailing step during label-scoped outages.
Gives infrastructure teams immediate host and service telemetry for alerting and triage.
Provides logs, metrics, and traces for production reliability investigations without a proprietary-only observability stack.
Covers backup, restore, retention, and failure notification as an auditable runbook rather than an ad hoc database chore.
🛡️ Security Operations & GRC Workflows
Security operations and governance workflows for dependency risk, secrets, CI hardening, agent guardrails, approvals, policy evidence, threat hunting, red-team checks, and audit-ready releases.
Audits agent skills, MCP servers, prompts, and tool calls as governed assets with review boundaries.
Runs adversarial checks against agent workflows for jailbreaks, prompt injection, and policy failures.
Finds repo poisoning and unsafe AI configuration surfaces before agents trust the workspace.
Pins workflow actions and images so CI supply-chain inputs stay reviewable and repeatable.
Adds approval gates and policy evidence before agents take external actions.
🗄️ Data Platform & Analytics Engineering
Data engineering and analytics operations workflows for SQL, dbt, Airflow, warehouses, Postgres, CSV cleanup, schema quality, retrieval indexes, data catalogs, dashboards, and query tuning.
Connects Airflow and warehouse operations through agent-safe data engineering workflows instead of unbounded DAG manipulation.
Keeps SQL and dbt analysis deterministic under coding agents, which matters when agents review warehouse changes.
Gives agents a controlled Postgres inspection path for schema, table, and query context without turning database access into ad hoc shell work.
Adds plan-and-preview discipline for warehouse SQL model changes before rollout.
Translates and validates SQL across dialects so warehouse migrations and multi-engine analytics work stay reviewable.