Skill graph

Topological identity verification, Sybil-check, zero-trust attestation, and UCAN-style delegation validation

Request and verify on-chain payments using the x402 micropayment protocol.

Fetch a single article by slug — full intro, body, FAQ, references, embedded reviewers + authors with credentials, and pre-formatted citatio…

Identity, audience, focus, sponsor relationship, crisis routing, and links for Psychiatry for Children. Always safe to call when the agent n…

Google search results as structured JSON. Returns titles, URLs, snippets, and metadata.

Paginated list of all native articles on this microsite (clinician-reviewed). Returns lightweight summaries — call get_article for full body…

Full-text search of clinician-reviewed pediatric psychiatry articles published on Psychiatry for Children, ranked by relevance. Use to find …

Return formatted citation strings (AMA, APA, Chicago) for an article slug. Useful when an agent needs a verifiable source line.

Returns the canonical crisis-resource payload (911, 988 Suicide & Crisis Lifeline, Crisis Text Line). Call any time the user mentions self-h…

Accept or initiate USDC/stablecoin micropayments via the HTTP 402 / x402 protocol for autonomous agent-to-agent value transfer.

Accept payments via Google's Agent Payments Protocol (AP2) extensions to A2A, including PayPal, Mastercard Agent Pay, and crypto x402 settle…

Execute cryptocurrency payments, transfers, and settlements on public blockchains.

Estimate current Bitcoin transaction fees, mempool pressure, send-or-wait recommendations. Covers fee rate forecasting, confirmation time pr…

Generate, send, and track invoices, handle billing cycles, accounts receivable, and payment reminders.

Construct, sign, broadcast or analyze Bitcoin transactions and wallets, including UTXO management and address analysis.

Expose a merchant's product/service catalog via Google's Universal Commerce Protocol with Schema.org markup so AI shopping agents can discov…

Help users find or compare products: search across catalogs, recommendations, price comparison, where-to-buy routing.

Search and identify replacement parts, compatibility checks, supplier sourcing across catalogs.

Surface early-stage startup signals: founder activity, GitHub momentum, funding indicators for deal sourcing.

Generate buy/sell signals, technical indicators, and strategy recommendations across equity, crypto, or commodity markets.

Analyze open-interest, funding rates, multi-venue derivatives signals, regime detection, and cross-venue confluence for crypto perpetuals/op…

Analyze and trade prediction markets like Kalshi or Polymarket: edge identification, position management, settlement tracking.

Run evals on language/vision models — accuracy, bias, latency, cost — using LangSmith, OpenAI Evals, custom rubrics.

Serve ML model predictions over HTTP/gRPC with batching, autoscaling, and GPU acceleration.

Fine-tune language or vision models on custom datasets; manage runs, hyperparameters, and checkpoints.

Build, clean, label, and version training datasets; deduplicate; balance class distributions.

Fetch and parse web pages, follow links, extract structured records; handle JS-rendered sites and rate limits.

Query blockchain data via The Graph subgraphs, GraphQL endpoints, or REST APIs; return tabular onchain records like swaps, balances, positio…

Call third-party REST APIs with auth, pagination, retries, and schema transformation.

Pay-per-query SQL access to multiple authoritative datasets, returning actual database records across biomedical, financial, security, and r…

Query SPARQL endpoints, Neo4j, or property-graph databases; traverse relationships and aggregate.

Access regional or national government open data sources, public records, statistics, and civic datasets.

Build and operate extract/transform/load pipelines — Airflow, dbt, Fivetran, Dagster — across source systems.

Embed text/code/images; perform similarity search against vector stores — Pinecone, Weaviate, Qdrant, pgvector.

Aggregate, summarize, and analyze real-time news from multiple sources, with optional regional, topical, or sentiment filtering.

Issue SQL queries across multiple databases — Postgres, MySQL, BigQuery, Snowflake — and join results.

Query GraphQL APIs with introspection, fragment composition, and persisted queries.

Query and manage cloud data warehouses (BigQuery, Snowflake, Redshift, Databricks SQL); transform and load.

Generate API docs, README files, architecture diagrams, code comments from source code or specifications.

Find outdated or vulnerable dependencies; suggest safe upgrades; manage lockfiles across npm, pip, cargo, gem.

Diagnose runtime errors, stack traces, performance regressions; suggest fixes and verify with tests.

Review code changes for correctness, style, security; suggest improvements and approve/request changes on GitHub/GitLab PRs.

Search across code repositories for symbols, patterns, references; navigate cross-file relationships.

Generate new features, refactor existing modules, write tests, and integrate with frameworks across multiple languages.

Write unit, integration, and end-to-end tests; identify uncovered paths; generate fixtures and mocks.

Parse resumes, score against job requirements, identify red/green flags, schedule next steps.

Source candidates from LinkedIn, GitHub, AngelList; build ICP filters; draft outreach.

Compute payroll, handle taxes/benefits/garnishments, integrate with Gusto, Rippling, ADP, Deel.

Synthesise speech with voice cloning — ElevenLabs, Play.ht, Azure, OpenAI TTS.

Generate images from prompts via Stable Diffusion, DALL-E, Imagen, Flux; edit, inpaint, upscale.

Generate or edit video — Runway, Sora, Pika, Veo; clip splicing, captions, b-roll synthesis.

Read, modify, and generate Figma frames; export assets; sync design tokens.

Search code by intent rather than tokens — Sourcegraph, GitHub Code Search, Codeium.

Web search via Brave, Tavily, Serper, Bing; return ranked results with snippets and source URLs.

Query news from GDELT, NewsAPI, Reuters; filter by source, recency, region, and topic.

Search and retrieve scientific papers — arXiv, Semantic Scholar, PubMed, OpenAlex — with full metadata.

Audit pages for SEO, generate optimised titles/descriptions, monitor rankings, find content gaps.

Track campaign performance, calculate CAC/LTV, run multi-touch attribution across funnels.

Plan, schedule, and publish content across blogs, social, newsletters with editorial governance.

Create and tune ad campaigns on Google Ads, Meta, LinkedIn, TikTok with budget pacing and creative iteration.

Compute routes, ETAs, distance matrices, geocoding via Google/Mapbox/HERE/OSM.

Retrieve current conditions, multi-day forecasts, and severe-weather alerts by coordinate or postal code.

Counterparty exposure checks against sanctions lists — OFAC SDN, EU consolidated, UN, UK HMT, OpenSanctions, OFAC EO 14114 (Russia secondary…

End-to-end memo validation for strategic-risk and policy briefs: evidence discipline, source coverage, sanctions-exposure flags, regulatory-…

Quote and source verification for strategic-risk memos and policy briefs. Checks that cited quotes appear verbatim in the cited source, that…

Gap analysis on which authoritative sources have (and have not) been consulted in a policy or sanctions memo — e.g. did the analyst check Op…

Logistics and trade-corridor risk assessment — Middle Corridor (Trans-Caspian), Northern Sea Route, Suez, Bab el-Mandeb, Strait of Hormuz, P…

An agent pays a price to a participant.

An agent orders a (not yet released) object/product/service to be delivered/sent.

The act of registering to be a user of a service, product or web page.\n\nRelated actions:\n\n* [[JoinAction]]: Unlike JoinAction, RegisterA…

An agent inspects, determines, investigates, inquires, or examines an object's accuracy, quality, condition, or state.

An agent approves/certifies/likes/supports/sanctions an object.

The act of notifying someone that a future event/action is going to happen as expected.\n\nRelated actions:\n\n* [[CancelAction]]: The anton…

The act of forming a personal connection with someone/something (object) unidirectionally/asymmetrically to get updates polled from.\n\nRela…

The act of editing a recipient by removing one of its objects.

An agent joins an event/group with participants/friends at a location.\n\nRelated actions:\n\n* [[RegisterAction]]: Unlike RegisterAction, J…

The act of consuming dynamic/moving visual content.

The act of asserting that a future event/action is no longer going to happen.\n\nRelated actions:\n\n* [[ConfirmAction]]: The antonym of Can…

The act of an agent communicating (service provider, social media, etc) their arrival by registering/confirming for a previously reserved se…

An agent quotes/estimates/appraises an object/product/service with a price at a location/store.

The act of granting permission to an object.

An agent controls a device or application.

The act of committing to/adopting an object.\n\nRelated actions:\n\n* [[RejectAction]]: The antonym of AcceptAction.

The act of notifying someone of information pertinent to them, with no expectation of a response.

An agent orders an object/product/service to be delivered/sent.

An agent tracks an object for updates.\n\nRelated actions:\n\n* [[FollowAction]]: Unlike FollowAction, TrackAction refers to the interest on…

The act of managing by changing/editing the state of the object.

The act of organizing tasks/objects/events by associating resources to it.

An agent bookmarks/flags/labels/tags/marks an object.

An agent leaves an event / group with participants/friends at a location.\n\nRelated actions:\n\n* [[JoinAction]]: The antonym of LeaveActio…

The act of resuming a device or application which was formerly paused (e.g. resume music playback or resume a timer).

Scheduling future actions, events, or tasks.\n\nRelated actions:\n\n* [[ReserveAction]]: Unlike ReserveAction, ScheduleAction allocates futu…

This is the [[Action]] of navigating to a specific [[startOffset]] timestamp within a [[VideoObject]], typically represented with a URL temp…

The act of forming a personal connection with someone/something (object) unidirectionally/asymmetrically to get updates pushed to.\n\nRelate…

The act of participating in an exchange of goods and services for monetary compensation. An agent trades an object, product or service with …

The act of un-registering from a service.\n\nRelated actions:\n\n* [[RegisterAction]]: antonym of UnRegisterAction.\n* [[LeaveAction]]: Unli…

The act of expressing a preference from a fixed/finite/structured set of choices/options.

The act of starting or activating a device or application (e.g. starting a timer or turning on a flashlight).

The act of expressing a consistency of opinion with the object. An agent agrees to/about an object (a proposition, topic or theme) with part…

The act of forming one's opinion, reaction or sentiment.

The act of allocating an action/event/task to some destination (someone or something).

The action of authenticating into a device or application.

The act of an agent communicating (service provider, social media, etc) their departure of a previously reserved service (e.g. flight check-…

The act of generating a comment about a subject.

The act of conveying information to another person via a communication medium (instrument) such as speech, email, or telephone conversation.

The act of producing/preparing food.

The act of downloading an object.

The act of adding at a specific location in an ordered collection.

The act of consuming audio content.

The act of transferring money from one place to another place. This may occur electronically or physically.

The act of manipulating/administering/supervising/controlling one or more objects.

The act of playing a video game.

The act of responding instinctively and emotionally to an object, expressing a sentiment.

The act of consuming written content.

The act of rejecting to/adopting an object.\n\nRelated actions:\n\n* [[AcceptAction]]: The antonym of RejectAction.

The act of giving money in return for temporary use, but not ownership, of an object such as a vehicle or property. For example, an agent re…

The act of editing a recipient by replacing an old object with a new object.

The act of producing a balanced opinion about the object for an audience. An agent reviews an object with participants resulting in a review…

The act of notifying an event organizer as to whether you expect to attend the event.

The action that takes in a math expression and directs users to a page potentially capable of solving/simplifying that expression.

Verify identities, run know-your-customer flows, sanctions screening, and risk classification for regulated workflows.

Review commercial or professional contracts for risks, missing clauses, regulatory issues, and negotiation points with jurisdiction awarenes…

Official company registry and KYB lookup for legal entity identity, registration status, address, codes, and filed documents/financials. Use…

Moving company quotes by inventory and distance, schedule the move, packing add-ons, insurance options.

Electrical-service intake, quote ranges by job type, scheduled site visits, panel/wiring/installation work.

Emergency plumber dispatch, rough-estimate quotes by problem type, scheduled service for renovations.

HVAC maintenance plans, urgent service calls, seasonal tune-ups, system replacement quotes.

One-time and recurring home/office cleaning bookings, customization (deep clean, move-in/out), team dispatch.

Lawn mowing, landscaping design, seasonal cleanups, snow removal scheduling for residential properties.

Build and run multi-step workflows across SaaS apps — Zapier, n8n, Make, Pipedream.

Manage files in Google Drive, Dropbox, OneDrive, S3 — upload, share, version, search.

Schedule recurring jobs — cron, Temporal, Inngest, Trigger.dev — with retries and durable state.

Clone, branch, commit, push, pull-request, tag across GitHub/GitLab/Bitbucket repos.

Search and update internal knowledge bases — Notion, Confluence, Slab, Coda.

Managing real-time collaboration and state synchronization among agents.

Tracking latency, throughput, resource utilization, and service reliability over time.

Coordinating plans across multiple agents, resolving dependencies and optimizing sequencing.

Breaking complex objectives into structured, atomic subtasks.

Evaluating processes or outputs against defined standards (e.g., GDPR, HIPAA) and identifying gaps.

Facilitating negotiation, conflict handling, and consensus-building between agents.

Interpreting and explaining API specifications, endpoints, parameters, and expected payloads.

Additional metadata associated with the skill.

Identifying indicators of malicious activity, suspicious patterns, or emerging threats across logs and data sources.

Evaluating data handling or user flows to surface potential privacy risks and recommend mitigations.

Allocating responsibilities to agents based on capabilities and task requirements.

Scanning artifacts (code, logs, documents) to identify exposed credentials, tokens, or other sensitive secrets.

Evaluating datasets for completeness, validity, consistency, and timeliness.

Predicting numerical values based on tabular attributes and features.

The name as a unique identifier of the skill.

Identifying unusual patterns, drifts, or deviations in data or model outputs.

Running standardized benchmarks or evaluation suites and summarizing results.

Condensing system event or transaction logs into human-readable compliance or oversight summaries.

The id as a unique identifier of the skill.

Configuring and interpreting telemetry signals, thresholds, and alerts for operational health.

Reviewing code, configurations, or dependency manifests to surface potential security weaknesses and misconfigurations.

Creating new images from learned patterns or data using machine learning models.

Categorizing potential operational or data-related risks by impact and likelihood for prioritization.

Assessing outputs for accuracy, relevance, coherence, safety, and style adherence.

Designing or explaining multi-step sequences that extract, transform, and load datasets.

Deriving structural metadata (fields, types, relationships) from raw or semi-structured data.

Formulating high-level multi-phase strategies aligned with long-term objectives.

Creating targeted test inputs or scenarios to probe system behavior and edge cases.

Selecting and ordering tool invocations to accomplish a specified goal efficiently.

Detecting and correcting errors, inconsistencies, and missing values to improve dataset quality.

Defining or explaining steps to allocate and configure compute, storage, and networking resources.

Coordinating multi-stage application or model deployments, rollbacks, and version transitions.

Assigning labels or categories to images based on their visual content.

Organizing intermediate reasoning steps into clear, justifiable sequences.

Designing or modifying continuous integration and delivery workflows and pipelines.

Capabilities for transforming content between different modalities (text, image, audio, video, or 3D).

Translating organizational or regulatory policies into structured, enforceable rules or checklists.

Designing or describing automated sequences integrating multiple tools or services.

Assigning labels or categories to images based on their visual content.

Assigning labels or categories to entire videos or segments based on their visual and audio content.

Assigning labels or classes to audio content based on its characteristics.

Constructing informative transformed variables to improve downstream model performance.

Identifying and isolating key characteristics or patterns from an image to aid in tasks like classification or recognition.

Identifying and locating specific points of interest within an image or object.

Identifying and locating specific objects within an image or video, often by drawing bounding boxes around them.

Converting between any supported modalities (text, image, audio, video, or 3D).

Predicting the distance or depth of objects within a scene from a single image or multiple images.

Maintaining coherent reasoning chains over extended sequences of steps or time.

Linking custom scripts or functions with external tools to extend capabilities.

Classifying data based on attributes using classical machine learning approaches.

Transforming audio through various manipulations including cutting, filtering, and mixing.

The base skill is a generic skill defining a set of attributes for skill classes; not meant to be used as an actual skill.

Proposing plausible explanations or solution pathways for incomplete or uncertain scenarios.

Tracking, promoting, and documenting different iterations of models and their artifacts.

Analyse public equities, ETFs, real estate; build watchlists; backtest strategies.

Compute tax liability, file VAT/sales tax/withholding, generate tax reports across jurisdictions.

Build budgets, run scenario analysis, forecast revenue and cash flow with sensitivity inputs.

Record transactions, reconcile bank feeds, manage chart of accounts — QuickBooks, Xero, NetSuite.

Generate sales proposals, statements of work, pricing tables tailored to deal context.

Qualify inbound leads using BANT/MEDDIC frameworks; score and route to AE.

Build prospect lists, draft personalised cold emails, follow-up sequences, and CRM tracking.

Run data protection impact assessments, document data flows, manage GDPR/CCPA/HIPAA compliance.

Triage security alerts, investigate suspicious activity, correlate signals across logs and endpoints.

Reconnaissance for authorised pentests — subdomain enumeration, port scanning, tech fingerprinting.

Summarise long documents, meetings, threads into structured highlights with citations.

Convert audio/video to text via Whisper, Deepgram, AssemblyAI; speaker diarisation and timestamps.

Translate text across languages preserving meaning, tone, and domain terminology.

Draft long-form articles, technical posts, marketing copy with research, citations, and tone matching.

Edit text for grammar, clarity, voice, style guide compliance; track changes and suggestions.

Scan for vulnerabilities (Snyk/Trivy), review IAM policies, find leaked secrets, check supply-chain risk on dependencies.

Collect, query, and alert on metrics, traces, and logs across distributed systems. Prometheus, Grafana, OpenTelemetry, Datadog, New Relic.

Build, test, and deploy software via continuous integration pipelines, container orchestration, infrastructure-as-code, and release manageme…

Detect, triage, escalate, and resolve production incidents. Page on-call, run runbooks, write post-mortems.

Execute shell commands, manage processes, inspect filesystems, and orchestrate scripts on remote hosts.

Author Terraform / Pulumi / CDK modules; review plans; manage state and drift.

Provision and manage Google Cloud resources — Compute Engine, Cloud Run, BigQuery, GKE, IAM.

Provision, configure, and manage AWS resources — EC2, S3, RDS, Lambda, IAM. Cost optimisation and security posture review.

Operate Kubernetes clusters — deployment, scaling, troubleshooting, security policies, custom resources.

Manage Microsoft Azure resources — VMs, App Services, Cosmos DB, AKS, Entra ID.

Schedule meetings on Google Calendar, Outlook, or iCal; find common availability; send invites.

Compose and send transactional or bulk email via Resend/SendGrid/SES; manage threads, replies, and signatures.

Post messages, react, manage channels, and respond to events in Slack workspaces.

Send SMS, place calls, and run interactive voice response over Twilio / Vonage / Plivo.

Read and update CRM records (Salesforce, HubSpot, Pipedrive) — contacts, deals, opportunities, activities.

Create, update, route, and resolve tickets in Zendesk, Intercom, Freshdesk, Linear, Jira Service Management.

Operate a Discord bot — slash commands, message responses, voice channels, role management.

Search property listings (Zillow, Funda, Rightmove, Idealista) with filters, mortgage estimates, comparable sales.

Search and book flights across global carriers and OTAs with multi-city and flexible-date options.

Access public-sector datasets — census, judiciary, parliament, statistics offices, transit — across countries.

Search and book hotels, vacation rentals, and short-term stays across providers.

Intake buyers/sellers, surface listings, schedule viewings, mortgage pre-approval handoff.

Match prospects to financial advisors by focus area, schedule discovery calls, pre-collect goals and financial snapshot.

Intake for bookkeeping, tax prep, payroll for small businesses; surface engagement scope and pricing.

Take legal intake by matter type (family, immigration, estate, business), book a consultation, jurisdiction and conflict-of-interest checks.

Match students to tutors by subject and level, schedule recurring sessions, manage packages.

Facilitate introductions, welcome new members, maintain shared community context and memory across agent collectives.

Analyze network properties, censorship detection, anomaly detection, distributed system observability.

Structured multi-step reasoning over knowledge graphs, planning, decomposition, and verification of complex queries.

Store and recall facts, preferences, and conversation history across sessions — Mem0, Letta, custom vector stores.

Capture timestamped events and decisions; reconstruct timeline; reason about temporal relationships.

Route, filter, transform, or proxy data between agents; agent-native API mesh; cross-agent context layer.

Compose, orchestrate, or proxy multiple upstream APIs into agent-callable endpoints with auth, rate limit, and caching.

Provide locale-specific primitives: date conversion, address formatting, invoice formats, tax calculation, regional compliance.

Text-to-3D models take in text input and produce 3D output.

Image-to-3D models take in image input and produce 3D output.

Image to text models output a text from a given image. Image captioning or optical character recognition can be considered as the most commo…

Image-to-image is the task of transforming an input image through a variety of possible manipulations and enhancements, such as super-resolu…

Question Answering models can retrieve the answer to a question from a given text, which is useful for searching for an answer in a document…

Text Classification is the task of assigning a label or class to a given text. Some use cases are sentiment analysis, natural language infer…

Translation is the task of converting text from one language to another.

Visual Question Answering is the task of answering open-ended questions based on an image. They output natural language responses to natural…

Image-text-to-image models take an image and a text prompt as input and generate a new image based on the reference image and text instructi…

Generating text is the task of generating new text given another text. These models can, for example, fill in incomplete text or paraphrase.

Text-to-Speech (TTS) is the task of generating natural sounding speech given text input. TTS models can be extended to have a single model t…

Video-text-to-text models take in a video and a text prompt and output text. These models are also called video-language models.

Image-text-to-text models take in an image and text prompt and output text. These models are also called vision-language models, or VLMs. Th…

Sentence Similarity is the task of determining how similar two texts are. Sentence similarity models convert input texts into vectors (embed…

Text-to-video models can be used in any application that requires generating consistent sequence of images from text.

Token classification is a natural language understanding task in which a label is assigned to some tokens in a text. Some popular token clas…

Visual document retrieval is the task of searching for relevant image-based documents, such as PDFs. These models take a text query and mult…

Any-to-any models can understand two or more modalities and output two or more modalities.

Audio-text-to-text models take both an audio clip and a text prompt as input, and generate natural language text as output. These models can…

Automatic Speech Recognition (ASR), also known as Speech to Text (STT), is the task of transcribing a given audio to text. It has many appli…

Feature extraction is the task of extracting features learnt in a model.

Summarization is the task of producing a shorter version of a document while preserving its important information. Some models can extract t…

Image feature extraction is the task of extracting features learnt in a computer vision model.

Image Segmentation divides an image into segments where each pixel in the image is mapped to an object. This task has multiple variants such…

Keypoint detection is the task of identifying meaningful distinctive points or features in an image.

Table Question Answering (Table QA) is the answering a question about an information on a given table.

Text-to-image is the task of generating images from input text. These pipelines can also be used to modify and edit images based on text pro…

Zero-shot text classification is a task in natural language processing where a model is trained on a set of labeled examples but is then abl…

Manage hotel booking inquiries, availability checks, rate quotes, room selection, and confirmation across direct and indirect channels.

Restaurant reservations, menu inquiries, dietary accommodations, room service, and food and beverage operations.

Plan, coordinate, and execute corporate meetings, social events, conferences within a venue, handling logistics and client requirements.

Manage tee time bookings, golf shop sales, lesson scheduling, and player inquiries at golf resorts and clubs.

Survey research literature on a topic, synthesise findings, identify open questions and methodological gaps.

Design A/B tests, power analysis, hypothesis framing; review experiment quality and statistical methods.

Take repair-shop intake by symptom/vehicle, produce rough quotes, schedule diagnostics or service appointments.

Wash/detail package selection, scheduling, mobile-detailing dispatch, recurring subscription handling.

Tire selection by vehicle, installation appointment, seasonal storage, and alignment add-on.

Maintain authenticated browser sessions across calls — cookies, local storage, MFA — for operating on logged-in apps.

Drive browsers (Playwright, Puppeteer, Selenium) for testing, scraping, or task automation against real web apps.

Walk-in queue status and appointment booking for barbershops, with barber preference and service-time estimates.

Book hair appointments, surface stylists' specialties and availability, manage cuts/colors/treatments, deposit and cancellation rules.

Book manicure/pedicure/nail art services with service-duration awareness, technician preference, and add-on selection.

Spa treatment booking, modality selection (deep tissue, prenatal, etc.), package upsell, intake form pre-collection.

Match clients to tattoo artists by style, schedule consultations, manage deposits and design briefs.

Read sensor telemetry and actuate devices over MQTT, Matter, Zigbee, HomeKit, AWS IoT.

Compose multi-device routines — lights, locks, climate, media — across Home Assistant, SmartThings, Alexa.

Manage ad campaigns, bidding strategies, audience targeting, creative optimization across Google Ads, Meta, and other ad platforms.

Handle inbound inquiries for a small business: FAQ answering, appointment booking, intake routing, after-hours coverage.

Sense and respond to customer signals, anomalies, churn risk, and operational friction across B2B SaaS workflows.

Surface a corner grocery / neighborhood market's current inventory, build pickup orders, answer stock questions, weekly specials.

Build catering menus for parties, weddings, corporate events; produce quotes, manage dietary restrictions and headcounts.

Take pizza and Italian-cuisine orders, customize toppings, calculate prices, schedule pickup or delivery, and answer menu questions for pizz…

Accept takeout/delivery orders, dispatch couriers, track ETAs, handle special requests across restaurants and ghost-kitchens.

Handle coffee, pastry, and light-meal orders for cafés and bakeries: customizations, loyalty rewards, and pre-orders for pickup.

Triage symptoms, schedule physiotherapy/PT appointments, pre-collect injury history, manage referrals.

Match clients to therapists by modality/insurance/availability, conduct intake, schedule first session for solo or group practices.

Book vet visits, vaccinations, surgeries; surface pet records, urgent triage, and clinic-specific protocols.

Intake and goal-setting for nutrition coaching, meal-plan options, recurring check-in scheduling, insurance/reimbursement guidance.

Schedule cleanings, exams, urgent appointments at a dental practice; surface insurance acceptance and new-patient flow.

Intake for web/app development projects, scope and tech-stack discovery, schedule discovery calls.

SMB marketing services intake: SEO, social, paid ads, content; scope and pricing for monthly retainers.

Freelance/agency designer intake for brand/print/web design, scope a project, surface portfolio, schedule kickoff.

Curate, describe, recommend, and contextualize visual artworks or media collections.

Generate, edit, or transform images via diffusion or generative models, including style transfer and inpainting.

Identify the right part or tool for a DIY problem, check stock at the local hardware store, give basic how-to guidance.

Surface a small boutique's clothing/lifestyle catalog, size and fit guidance, in-store availability, hold-for-pickup.

Help shoppers find books at a specific independent bookstore, check stock, place holds, surface staff picks and events.

Eyewear selection, frame style guidance, lens options, prescription handling, and appointment booking for optical shops.

Take bouquet/arrangement orders for occasions, delivery scheduling, sympathy/wedding/birthday options, same-day cutoff awareness.

Book DJs or live performers for events, song-list intake, equipment requirements, set-time scheduling.

Wedding/portrait/event photographer booking, package selection, location scouting, recurring shoot scheduling.

Surface venue availability, capacity and amenities, schedule tours and walk-throughs, manage holds and contracts.

Schedule one-on-one or small-group personal training, manage packages, intake fitness goals and limitations.

Membership signup, class schedule, drop-in passes, trial-pass conversion for local gyms and studios.

Design lesson plans, learning objectives, assessments aligned to standards (CCSS, IB, A-level).

Book overnight boarding or doggy daycare, surface availability and special-needs accommodations.

On-demand and scheduled dog walking, recurring walks, key-handoff coordination, photo updates.

Schedule pet grooming by breed/size/coat type, pre-collect vaccination records, manage recurring grooming schedules.