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Build Palantir Foundry data pipelines using Python transforms. Use when creating ETL pipelines, writing @transform decorators, or building dataset-to-dataset processing in Foundry. Trigger with phrases like "palantir pipeline", "foundry transform", "palantir…
原文语言：英语
Work with Palantir Foundry Ontology objects, actions, and queries via SDK. Use when querying objects, applying actions, linking objects, or building Ontology-driven applications. Trigger with phrases like "palantir ontology", "foundry objects", "palantir…
原文语言：英语
Optimize Palantir Foundry costs through compute tuning, incremental builds, and usage monitoring. Use when analyzing Foundry compute costs, reducing API usage, or implementing cost monitoring for Foundry workloads. Trigger with phrases like "palantir cost",…
原文语言：英语
Implement Palantir Foundry data handling with PII protection, markings, and GDPR compliance. Use when handling sensitive data in Foundry, implementing data classifications, or ensuring compliance with privacy regulations. Trigger with phrases like "palantir…
原文语言：英语
Collect Palantir Foundry debug evidence for support tickets and troubleshooting. Use when encountering persistent Foundry issues, preparing support tickets, or collecting diagnostic information for Foundry problems. Trigger with phrases like "palantir debug",…
原文语言：英语
Deploy Palantir Foundry integrations to cloud platforms with secrets management. Use when deploying Foundry-powered applications to production, configuring platform-specific secrets, or setting up deployment pipelines. Trigger with phrases like "deploy…
原文语言：英语
Configure Palantir Foundry enterprise access control with project roles, markings, and service users. Use when implementing role-based access, configuring project permissions, or setting up service user accounts for Foundry integrations. Trigger with phrases…
原文语言：英语
Create a minimal working Palantir Foundry example querying Ontology objects. Use when starting a new Foundry integration, testing your setup, or learning basic Foundry API and Ontology patterns. Trigger with phrases like "palantir hello world", "palantir…
原文语言：英语
Execute Palantir Foundry incident response with triage, mitigation, and postmortem. Use when responding to Foundry-related outages, API failures, or build pipeline incidents. Trigger with phrases like "palantir incident", "foundry outage", "palantir down",…
原文语言：英语
Install and configure Palantir Foundry SDK authentication with OAuth2 or token auth. Use when setting up a new Foundry integration, configuring API credentials, or initializing the foundry-platform-sdk in your project. Trigger with phrases like "install…
原文语言：英语
Configure Palantir Foundry local development with Python transforms and testing. Use when setting up a development environment, running transforms locally, or establishing a fast iteration cycle with Foundry. Trigger with phrases like "palantir dev setup",…
原文语言：英语
Execute major Palantir Foundry migration strategies including data migration, API version upgrades, and platform transitions. Use when migrating data into Foundry, upgrading between API versions, or re-platforming existing integrations. Trigger with phrases…
原文语言：英语
Configure Palantir Foundry across development, staging, and production environments. Use when setting up multi-environment Foundry deployments, managing per-environment credentials, or implementing environment-specific configurations. Trigger with phrases…
原文语言：英语
Set up observability for Palantir Foundry integrations with metrics, logging, and alerts. Use when implementing monitoring for Foundry API calls, setting up dashboards, or configuring alerting for Foundry integration health. Trigger with phrases like…
原文语言：英语
Optimize Palantir Foundry API performance with caching, batching, and pagination. Use when experiencing slow API responses, optimizing transform builds, or improving request throughput for Foundry integrations. Trigger with phrases like "palantir…
原文语言：英语
Execute Palantir Foundry production deployment checklist and rollback procedures. Use when deploying Foundry integrations to production, preparing for launch, or implementing go-live procedures. Trigger with phrases like "palantir production", "deploy…
原文语言：英语
Implement Palantir Foundry API rate limiting, backoff, and request queuing. Use when handling 429 errors, implementing retry logic, or optimizing API request throughput for Foundry. Trigger with phrases like "palantir rate limit", "foundry throttling",…
原文语言：英语
Implement Palantir Foundry reference architecture with best-practice project layout. Use when designing new Foundry integrations, planning data pipeline architecture, or establishing patterns for Ontology-driven applications. Trigger with phrases like…
原文语言：英语
Apply production-ready Palantir Foundry SDK patterns for Python and TypeScript. Use when implementing Foundry integrations, refactoring SDK usage, or establishing team coding standards for Foundry API calls. Trigger with phrases like "palantir SDK patterns",…
原文语言：英语
Apply Palantir Foundry security best practices for credentials, scopes, and access control. Use when securing API tokens, implementing least privilege access, or auditing Foundry security configuration. Trigger with phrases like "palantir security", "foundry…
原文语言：英语
Upgrade Palantir Foundry SDK versions and handle breaking changes. Use when upgrading foundry-platform-sdk, migrating between API versions, or detecting deprecations in Foundry integrations. Trigger with phrases like "upgrade palantir", "palantir migration",…
原文语言：英语
Implement Palantir Foundry webhook handling for Ontology change events. Use when reacting to Ontology object changes, dataset updates, or build completion events from Foundry. Trigger with phrases like "palantir webhook", "foundry events", "palantir…
原文语言：英语
Apply advanced debugging techniques for hard-to-diagnose Perplexity Sonar API issues. Use when standard troubleshooting fails, investigating inconsistent citations, or preparing evidence for support escalation. Trigger with phrases like "perplexity hard bug",…
原文语言：英语
Choose and implement Perplexity architecture blueprints for different scales: direct search widget, cached research layer, and multi-query pipeline. Trigger with phrases like "perplexity architecture", "perplexity blueprint", "how to structure perplexity",…
原文语言：英语
Configure CI/CD for Perplexity Sonar API integrations with GitHub Actions. Use when setting up automated testing, configuring CI pipelines, or integrating Perplexity tests into your build process. Trigger with phrases like "perplexity CI", "perplexity GitHub…
原文语言：英语
Diagnose and fix Perplexity Sonar API errors and exceptions. Use when encountering Perplexity errors, debugging failed requests, or troubleshooting integration issues. Trigger with phrases like "perplexity error", "fix perplexity", "perplexity not working",…
原文语言：英语
Execute Perplexity primary workflow: single-query search with citations. Use when implementing AI search, building fact-checking tools, or integrating web-grounded answers into your application. Trigger with phrases like "perplexity search", "perplexity…
原文语言：英语
Execute Perplexity multi-turn research sessions and batch query pipelines. Use when conducting in-depth investigations, generating research briefs, or processing multiple related search queries. Trigger with phrases like "perplexity research", "perplexity…
原文语言：英语
Optimize Perplexity costs through model routing, caching, token limits, and budget monitoring. Use when analyzing Perplexity billing, reducing API costs, or implementing budget alerts for Perplexity Sonar API. Trigger with phrases like "perplexity cost",…
原文语言：英语
Implement Perplexity query sanitization, citation validation, result caching, and conversation context management for search workflows. Trigger with phrases like "perplexity data", "perplexity PII", "perplexity citations", "perplexity cache", "perplexity…
原文语言：英语
Collect Perplexity debug evidence for support tickets and troubleshooting. Use when encountering persistent issues, preparing support tickets, or collecting diagnostic information for Perplexity problems. Trigger with phrases like "perplexity debug",…
原文语言：英语
Deploy Perplexity Sonar API integrations to Vercel, Cloud Run, and Docker. Use when deploying Perplexity-powered applications to production, configuring platform-specific secrets, or setting up edge functions. Trigger with phrases like "deploy perplexity",…
原文语言：英语
Configure Perplexity API key scoping, per-team model access, cost controls, and search domain restrictions for enterprise deployments. Trigger with phrases like "perplexity enterprise", "perplexity RBAC", "perplexity team access", "perplexity roles",…
原文语言：英语
Create a minimal working Perplexity Sonar search example with citations. Use when starting a new Perplexity integration, testing your setup, or learning basic search-with-citations patterns. Trigger with phrases like "perplexity hello world", "perplexity…
原文语言：英语
Execute Perplexity incident response procedures with triage, mitigation, and postmortem. Use when responding to Perplexity API outages, investigating search failures, or running post-incident reviews for Perplexity integration issues. Trigger with phrases…
原文语言：英语
Install and configure Perplexity Sonar API authentication. Use when setting up a new Perplexity integration, configuring API keys, or initializing the OpenAI-compatible client for Perplexity. Trigger with phrases like "install perplexity", "setup perplexity",…
原文语言：英语
Identify and avoid Perplexity anti-patterns and common integration mistakes. Use when reviewing Perplexity code, onboarding new developers, or auditing existing integrations for best practices violations. Trigger with phrases like "perplexity mistakes",…
原文语言：英语
Load test Perplexity Sonar API integrations and plan capacity. Use when running performance tests, planning for traffic growth, or benchmarking Perplexity latency under load. Trigger with phrases like "perplexity load test", "perplexity scale", "perplexity…
原文语言：英语
Configure Perplexity local development with mocking, testing, and hot reload. Use when setting up a development environment, configuring test workflows, or establishing a fast iteration cycle with Perplexity Sonar API. Trigger with phrases like "perplexity…
原文语言：英语
Migrate to Perplexity Sonar from other search/LLM APIs using the strangler fig pattern. Use when switching from Google Custom Search, Bing API, or other LLMs to Perplexity, or migrating from legacy pplx-api models. Trigger with phrases like "migrate to…
原文语言：英语