Skill graph

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.

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…

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

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

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

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

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.

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

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

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.

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.

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.

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

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.

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

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.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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.

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

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.

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.

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

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

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

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

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

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

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

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

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

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.

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…

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

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

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

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…

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

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

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

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.

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

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

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

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

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

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.

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

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

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

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

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

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

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

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

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.

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

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

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.

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

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

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.

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.

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

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

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

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

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

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.

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

One-on-one tutoring with adaptive difficulty, error analysis, and progress tracking across subjects.

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.

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.

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

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

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

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

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.

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

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

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

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

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

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

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

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

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

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

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

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.

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

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.

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

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

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

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

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.

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.

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.

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

Class booking, package/credit management, instructor preferences, waitlist handling for yoga and Pilates studios.

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

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

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