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…

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

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

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

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.

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.

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.

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.

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.

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

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

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

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

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

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.

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

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

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.

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

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

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

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

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.

Allocating responsibilities to agents based on capabilities and task requirements.

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

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

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

Additional metadata associated with the skill.

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

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

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

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

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

The id as a unique identifier of the skill.

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

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

Predicting numerical values based on tabular attributes and features.

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

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

Running standardized benchmarks or evaluation suites and summarizing results.

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

The name as a unique identifier of the skill.

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

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

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

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

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

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

Organizing intermediate reasoning steps into clear, justifiable sequences.

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

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

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

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

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

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

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

Constructing informative transformed variables to improve downstream model performance.

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

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

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

Classifying data based on attributes using classical machine learning approaches.

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

Designing or describing automated sequences integrating multiple tools or services.

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

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

Designing or modifying continuous integration and delivery workflows and pipelines.

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

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

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.

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

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

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

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

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.

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.

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

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

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.

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.

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…

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

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.

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

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

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 editing a recipient by removing one of its objects.

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

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

The action of authenticating into a device or application.

An agent controls a device or application.

The act of deliberately creating/producing/generating/building a result out of the agent.

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

The act of inserting at the beginning if an ordered collection.

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

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

The act of transferring/moving (abstract or concrete) animate or inanimate objects from one place to another.

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

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

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

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

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

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

An agent approves/certifies/likes/supports/sanctions 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 transferring money from one place to another place. This may occur electronically or physically.

The act of playing a video game.

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

The act of consuming written content.

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

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

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

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

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.

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.

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

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

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

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.

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

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

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

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

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

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

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.

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

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

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

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

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

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

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

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

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…

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

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

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

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

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.

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.

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

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

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

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

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

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

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

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…

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…

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

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

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…

Document Question Answering (also known as Document Visual Question Answering) is the task of answering questions on document images. Docume…

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

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

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

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

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

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

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…

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

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

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.

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.

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

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

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

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

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

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.

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.

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.

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.

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

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

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

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

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

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

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.

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.

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

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

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

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.

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

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

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

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…

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

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

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

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

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.