Skill graph

Assess Solana token safety before trading using rug-pull signals, authority controls, holder concentration, liquidity, deployer activity, an…

Provide blockchain-specific market intelligence, including network health, token and pool prices, liquidity, volume, rankings, and newly lau…

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

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.

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

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

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 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.

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

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

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

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…

Provides live, reference, and historical foreign-exchange rates for specified currency pairs, including rate dates and optional period chang…

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

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

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

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

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

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

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

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.

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…

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

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

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.

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

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…

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

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

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.

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

Managing real-time collaboration and state synchronization among agents.

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

Breaking complex objectives into structured, atomic subtasks.

Allocating responsibilities to agents based on capabilities and task requirements.

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

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

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

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

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

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

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

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

Designing or describing automated sequences integrating multiple tools or services.

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

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

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

Running standardized benchmarks or evaluation suites and summarizing results.

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

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

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

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

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

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

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

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

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

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

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

The id as a unique identifier of the skill.

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

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

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

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

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

The name as a unique identifier of the skill.

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

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

Predicting numerical values based on tabular attributes and features.

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

Constructing informative transformed variables to improve downstream model performance.

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.

Transforming one image into another using a learned mapping, often for tasks like style transfer, colorization, or image enhancement.

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

Additional metadata associated with the skill.

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

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

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

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

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

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

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

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

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.

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

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

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

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

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.

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.

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.

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

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.

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

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

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

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

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…

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

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.

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

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

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

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

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

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

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

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

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.

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

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

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.

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.

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

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

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.

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

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

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.

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

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

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

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.

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.

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

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

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

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

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.

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

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

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

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

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

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

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…

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

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

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…

Image-to-video models take a still image as input and generate a video. These models can be guided by text prompts to influence the content …

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

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…

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

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

Text Ranking is the task of ranking a set of texts based on their relevance to a query. Text ranking models are trained on large datasets of…

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

Unconditional image generation is the task of generating images with no condition in any context (like a prompt text or another image). Once…

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

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

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

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…

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.

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.

An agent pays a price to a participant.

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

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

The act of consuming dynamic/moving visual content.

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

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

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

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

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

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

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

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

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 generating a comment about a subject.

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

The act of consuming written content.

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

The act of responding to a question/message asked/sent by the object. Related to [[AskAction]].\n\nRelated actions:\n\n* [[AskAction]]: Appe…

Reserving a concrete object.\n\nRelated actions:\n\n* [[ScheduleAction]]: Unlike ScheduleAction, ReserveAction reserves concrete objects (e.…

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.

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

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

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.

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

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.

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.

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.

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.

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

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

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.

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.

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

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

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

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

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

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

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

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