One call, several constituents, no double-billing

Same pattern as every other composite in this catalog: the constituents run in-process and in parallel, the response merges into one object, and a failed optional leg degrades instead of failing the whole call. Twenty-five of these ship today, grouped by the buyer they're built for.

Due diligence and AgentOps

agent-run-review runs agent-trace-brief + llm-cost-estimate + eval-case-generate together: hand it a raw agent trace and get back a readable review, a cost estimate for the run, and a first draft of regression eval cases in the same response. agent-prelaunch-audit runs six checks (deploy config, secret exposure, prompt-injection surface, dependency risk, database migration risk, and a rolled-up readiness score) before you ship an AI app. mcp-server-safety-report reads an MCP server's tool manifest and returns an injection-surface and blast-radius read before you grant it access. model-selection-brief takes a task and sample text and returns a cost-aware model recommendation instead of just a price table.

Document intelligence

document-extract-suite pulls text, tables, and structure out of a PDF in one pass. receipt-to-ledger turns a receipt photo into line items, entities, and a currency-normalized total, ready for a bookkeeping system. filing-financials-brief pulls an SEC filing plus its XBRL financials plus a plain-language summary for a given ticker. multilingual-doc-brief takes a foreign-language PDF and returns extracted text, detected language, a translation, a summary, and a PII flag.

Web investigation

domain-threat-report and site-forensics-pack both take a domain or URL and return a security and provenance workup: registration age, certificate posture, and site fingerprinting in one call. vendor-risk-brief runs the same kind of check framed for vendor onboarding. brand-availability-sweep checks a brand name across domain and trademark surfaces at once.

Wallet and crypto pre-action checks

swap-preflight-check looks at a token pair and amount before a swap executes and flags liquidity, slippage, and contract risk. safe-tx-review reads a Safe multisig address and chain and returns a pre-signing risk read.

Travel

trip-readiness-brief takes an origin, destination, date, and nationality and returns visa, entry requirement, and travel advisory status in one call. destination-arrival-pack takes a destination and home currency and bundles the arrival-day essentials: currency, local time, and conditions.

Support ops

support-ticket-triage takes a new ticket plus existing tickets and returns triage plus duplicate detection together. ticket-backlog-digest takes a batch of raw tickets and returns a clustered, summarized backlog view. contract-terms-brief and course-study-kit round out the batch: contract terms extraction plus obligation flags in one call, and a syllabus turned into a full study kit (reading plan, flashcard seeds, and time budget) in another.

Search and research

research-topic-scan takes a query and returns a scan across sources in one call. entity-knowledge-card resolves a name against Wikidata, pulls a Wikipedia summary, and probes for a company profile, merged into one knowledge card. topic-trend-brief takes a topic and a time window and returns a trend read. browser-workflow-repair takes before/after DOM snapshots plus a stated goal and returns a repaired selector plan. product-purchase-brief takes a product title and a policy text and returns a purchase-readiness brief covering returns, warranty, and fit.

Why composites, and why now

Every one of these reuses constituents already live in the catalog. That's the point of a composite: an agent that would otherwise make three or four separate paid calls and stitch the JSON itself gets one call, one price, one settlement. Registry, cluster map, Bankr manifest, and MCP package output all carry all 25 slugs today.