Playbooks · Agent workflows
Turn video content into a narrated summary clip
Extract representative video frames, create a description and narration script, then synthesize a voice track.
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Playbooks · Agent workflows
Validate chat fine-tuning data and estimate cost
Validate JSONL conversation structure, error types, dataset statistics, and token cost before producing a clean training file.
Playbooks · Agent workflows
Find repository functions with natural-language search
Parse Python functions, embed an index, and retrieve relevant implementations and paths from a natural-language query.
Playbooks · Agent workflows
Query large datasets safely from a realtime voice agent
Design data-heavy function calls for a Realtime voice agent, filtering by relevance before returning context.
Playbooks · Agent workflows
Audit and provision a team API workspace
Use the organization Admin API to invite members, create a workspace, and audit keys and a CI service account.
Playbooks · Agent workflows
Turn a product manual PDF into a task-oriented guide
Turn a long PDF manual into task steps with page references for every operation.
Playbooks · Agent workflows
Verify a unit-aware engineering calculation with Wolfram
Use Wolfram Alpha to solve a defined conversion/equation while showing units and assumptions.
Playbooks · Agent workflows
Compare service information across cities in a difference matrix
Create a DocumentAgent per city and compare the same service dimensions with source-backed differences.
Playbooks · Agent workflows
Route document questions to summary or detail retrieval
Configure summary and vector query engines over one corpus and route each question to the appropriate depth.
Playbooks · Agent workflows
Read small print from a product photo and retain evidence
Crop and zoom a small label, extract a lot number or warning, and retain the crop.
Playbooks · Agent workflows
Build a low-latency spoken FAQ prototype
Transcribe user audio, get a Claude answer, and stream a short TTS reply.
Playbooks · Agent workflows
Route an employee question to the right knowledge base
Wrap HR, IT, and finance indexes as query engines and route to the right source.
Playbooks · Agent workflows
Answer a supplier-risk question across multiple files
Decompose a supplier-risk question, query separate sources, and synthesize an evidence-backed answer.
Playbooks · Agent workflows
Prepare payment-dispute evidence and an action proposal
Combine payment-intent, order, and contact records; distinguish fulfillment errors from final-sale disputes and prepare a human-review evidence packet.
Playbooks · Agent workflows
Create an investment research memo with specialist agents
Coordinate fundamental, macro, quantitative, and editor agents to produce a dated, sourced memo with assumptions and risks; do not trade.
Playbooks · Agent workflows
Build a receipt review and audit decision
Extract receipt fields, reconcile line items and totals, and route anomalies to a human audit queue using measurable criteria.
Playbooks · Agent workflows
Create a prior-authorization review packet
Parse a submission, retrieve the matching version of CMS policy, assess each criterion, and return a cited human-review queue without a coverage decision.
Playbooks · Agent workflows
Review an invoice and contract batch under AP policy
Delegate invoices and contracts to specialists under one AP policy and produce per-file reports plus a summary; people make every approval.
Playbooks · Agent workflows
Evaluate full-duplex voice-agent task outcomes
Evaluate continuous voice interaction, actual tool calls, backend state, and the final answer together in an end-to-end task report.
Playbooks · Agent workflows
Migrate legacy code in an isolated sandbox
Apply explicit migrations to small repositories: test baselines, edit and verify in isolation, then return reviewable patches and an audit summary.
Playbooks · Agent workflows
Fill a local registration form with computer use
Use a temporary Daytona desktop sandbox to fill a local HTML registration form, then inspect the recording and saved form state.
Playbooks · Agent workflows
Investigate an SRE alert and request rollback approval
Start from an alert, correlate telemetry, GitHub changes, infrastructure, and prior incidents, then report evidence in Slack and await responder approval without deploying.
Playbooks · Agent workflows
Manage local agent deployments and inspect traces
Import a local Agents SDK project, inspect entrypoints and dependencies, create a local deployment record, and inspect logs, traces, and container state.
Playbooks · Agent workflows
Build a live spoken-translation room
Stream speaker audio through Realtime WebSockets into a target-language listener app while retaining tone, pace, and emotion.
Playbooks · Agent workflows
Reconcile shopping widgets across agent turns
Stage product cards, comparison tables, delivery timelines, and spend charts in session state, then reconcile one UI update to prevent stale, duplicate, or unchanged widgets.
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