Task type - Confusion matrix: Confusion matrix for Task type. Up to 200 supplied labelled text records. Local dataset tools, evaluation and small naive-Bayes baselines; no hosted model or foundation-model training. One of 25 profiles or calculations across 20 shared operations in this sector. 0.01 USDC includes one bounded confusion matrix deliverable.

Case study - Section extraction: Section extraction for Case study. Supplied Markdown or plain text, up to 20,000 characters. Deterministic processing and document templates; no generative prose or fact checking. One of 25 profiles or calculations across 20 shared operations in this sector. 0.01 USDC includes one bounded section extraction deliverable.

Validate drone.json: Validate a JSON document for drone.json. Uses a pinned SchemaStore definition on this PC. Reports JSON pointers and rule violations. Up to 100 KB per document; no YAML/TOML parsing or deployment/security guarantee. 0.01 USDC includes one JSON document validation.

Change audit: .phraseapp.yml: Audit JSON changes and validate before/after for .phraseapp.yml. Uses a pinned SchemaStore definition on this PC. Reports JSON pointers and rule violations, added/removed/changed paths and introduced/resolved errors. Up to 100 KB per document; no YAML/TOML parsing or deployment/security guarantee. 0.01 USDC includes one two-document change audit.

Change audit: host.json: Audit JSON changes and validate before/after for host.json. Uses a pinned SchemaStore definition on this PC. Reports JSON pointers and rule violations, added/removed/changed paths and introduced/resolved errors. Up to 100 KB per document; no YAML/TOML parsing or deployment/security guarantee. 0.01 USDC includes one two-document change audit.

Public Webpage Screenshot: Capture a 1280 by 720 PNG screenshot of one public HTTPS page in a fresh Chromium session, plus rendered text and source URL. JavaScript enabled. GET resources only; bounded loading may omit content. No authentication or access-control bypass. 0.01 USDC includes one public webpage.

Validate revola.json: Validate a JSON document for revola.json. Uses a pinned SchemaStore definition on this PC. Reports JSON pointers and rule violations. Up to 100 KB per document; no YAML/TOML parsing or deployment/security guarantee. 0.01 USDC includes one JSON document validation.

Change audit: POPxf Correlations: Audit JSON changes and validate before/after for POPxf Correlations. Uses a pinned SchemaStore definition on this PC. Reports JSON pointers and rule violations, added/removed/changed paths and introduced/resolved errors. Up to 100 KB per document; no YAML/TOML parsing or deployment/security guarantee. 0.01 USDC includes one two-document change audit.

Short AI Chat: Get one short answer from the local Qwen3-4B model using up to four supplied chat turns. Returns model identity and a JSON answer. No browsing, external premium models or tool execution. 0.01 USDC includes one short answer from up to 4 chat turns.

Change audit: sarif-1.0.0.json: Audit JSON changes and validate before/after for sarif-1.0.0.json. Uses a pinned SchemaStore definition on this PC. Reports JSON pointers and rule violations, added/removed/changed paths and introduced/resolved errors. Up to 100 KB per document; no YAML/TOML parsing or deployment/security guarantee. 0.01 USDC includes one two-document change audit.

Blog draft - Word frequencies: Word frequencies for Blog draft. Supplied Markdown or plain text, up to 20,000 characters. Deterministic processing and document templates; no generative prose or fact checking. One of 25 profiles or calculations across 20 shared operations in this sector. 0.01 USDC includes one bounded word frequencies deliverable.

Verify up to 100 emails in one call; returns a per-email record matching /verify.

Get a long completion with a large output budget, same engine as /v1/llm. Long-form LLM inference: same engine as /v1/llm with a four times larger output budget, up to 8000 tokens, for answers the cheap route truncates. Body: {prompt, system?, max_tokens?}

Retail Listing Readiness Checks: Check up to 500 seller-supplied CSV product rows for missing content, configured title length, ASIN format, GTIN check digits and image URL format. Returns JSON and CSV. Generic checks, not Amazon category compliance or listing approval. 0.01 USDC includes up to 500 seller-supplied CSV rows.

ERC-20 Balance and Metadata: Read one wallet balance for one ERC-20 contract on Base, Arbitrum or Optimism at a pinned block. Returns atomic amount, decimals, formatted balance, and symbol/supply if supported. No fiat valuation or token-safety conclusion. 0.01 USDC includes one bounded blockchain observation.

Change audit: OKF Graph: Audit JSON changes and validate before/after for OKF Graph. Uses a pinned SchemaStore definition on this PC. Reports JSON pointers and rule violations, added/removed/changed paths and introduced/resolved errors. Up to 100 KB per document; no YAML/TOML parsing or deployment/security guarantee. 0.01 USDC includes one two-document change audit.

Send a task in plain words and let the router pick and run the right capability. One endpoint for any capability. Send a task in plain words, or name a capability and its input, and the gateway resolves which capability is needed, ranks the providers that…

Token verdict for any Base token from a real simulated buy and sell: BASED, MID, COOKED or RADIOACTIVE (honeypot), or UNTESTED when no pool can be simulated; Virtuals agent tokens are tested through their VIRTUAL pool, on Uniswap or Aerodrome. With round-trip cost and a one-liner.

Estimate token count

How much visa-sponsorship data is on file? Headline aggregates over DOL OFLC disclosure data: distinct sponsoring employers, LCA and PERM case totals with certified counts, and the fiscal years covered.