Playbooks · Agent workflows
Fetch large unstructured collections through an authenticated proxy, process bounded batches in memory, and answer cross-file questions without first moving documents into a vector database.
official-agent-example end-to-end-workflow
Playbooks · Agent workflows
Route knowledge, account, and web-search requests to specialist agents, then expose the same workflow through text and voice.
official-agent-example end-to-end-workflow
Playbooks · Agent workflows
Compare model variants on payment conversion in an isolated test experiment and select using prespecified windows, sample counts, and uncertainty rather than public benchmarks alone.
official-agent-example end-to-end-workflow
Playbooks · Agent workflows
Collect identity over multiple turns, route on a mock identity check, then confirm an order lookup before generating preparation instructions.
google-adk application-workflow synthetic-healthcare
Playbooks · Crypto quant research
Configure FreqAI features and targets, retrain over historical windows, and export strategy results for a separate time range.
freqtrade freqai paper-backtest
Playbooks · Agent workflows
Handle a multi-step support request against τ-Bench flight, passenger, and booking data while retaining the tool trace.
batch-010
Playbooks · Agent workflows
Break iteration-planning notes into assignable Jira issues with acceptance text, then create them in the project.
batch-010
Playbooks · Agent workflows
In a read-only sandbox, retrieve AWS best practices, inspect resource configuration, and produce evidence-backed findings and remediation suggestions.
batch-010
Playbooks · Agent workflows
Use analyzer, rewriter, and validator agents on a slow query; compare plans and cost estimates before delivering reviewable SQL.
batch-010
Playbooks · Agent workflows
Extract clinical facts from PDFs or images, produce structured JSON, and map ICD-10, RxNorm, and SNOMED CT codes.
batch-010
Playbooks · Agent workflows
Use a fictional fintech assistant to retrieve mock transactions or schedule a test payment from a WhatsApp message and return a clear receipt.
batch-010
Playbooks · Agent workflows
Use the AWS data-processing MCP to discover S3 data, generate a PySpark transform, create Glue catalog/job resources, and verify with Athena.
batch-010
Playbooks · Agent workflows
Use x402/AgentKit on testnet to purchase weather and image services, then produce weather-responsive HTML ad assets.
batch-010
Playbooks · Agent workflows
Generate interview questions from role requirements, have an applicant agent simulate answers, and produce a reviewable Q&A record.
batch-010
Playbooks · Agent workflows
Mine high-intent terms from a BigQuery catalog, inspect competitor title patterns in a browser, and produce scored rewrite recommendations.
batch-010
Playbooks · Agent workflows
Feed claim PDFs/images into the sample workflow, update a versioned claim record, and apply policy rules to determine status.
batch-010
Playbooks · Agent workflows
Run screening, DCF/comparable valuation, strategic fit, and citation checks for a synthetic logistics target; deliver a transaction diligence report.
batch-010
Playbooks · Agent workflows
Validate conversational JSONL, upload it to S3, launch a Bedrock customization job, and host the resulting model for inference.
batch-010
Playbooks · Agent workflows
Provide chart PDFs to Claude for visual interpretation and use a calculator tool to verify key numbers before answering.
batch-010
Playbooks · Agent workflows
Handle classifier blocks with server-side or SDK fallback, distinguish stop reasons, and reconcile charges for requests with and without output.
batch-010
Playbooks · Agent workflows
Fetch a set of public SEC filings once, distill them into traceable Markdown wiki pages, and answer later questions with fact provenance.
batch-010
Playbooks · Agent workflows
Plan stops using NPS park data and Windy weather, then have a second agent review the itinerary draft.
batch-010
Playbooks · Agent workflows
Use Databricks MCP to query structured tables, emails, and model results; answer inventory/supply questions with data evidence.
batch-010
Playbooks · Agent workflows
Use personal-assistant tools to create/update appointments and produce an agenda for a selected date using current time.
batch-010
Playbooks · Agent workflows
Analyze meeting commitments and a client portfolio, research the market, and generate a client PDF with charts and follow-ups.
batch-010
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