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Respond to Anthropic API incidents — outages, degraded performance, Use when working with incident-runbook patterns. error spikes, and rate limit issues in production. Trigger with "anthropic down", "claude outage", "anthropic incident", "claude not…
原文语言：英语
Install and configure the Anthropic SDK for Claude API access. Use when setting up Claude integration, configuring API keys, or initializing the Anthropic client in your project. Trigger with phrases like "install anthropic", "setup claude api", "anthropic…
原文语言：英语
Common mistakes when building with the Anthropic API and how to avoid them. Use when working with known-pitfalls patterns. Trigger with "anthropic mistakes", "claude pitfalls", "anthropic gotchas", "common claude errors", "anthropic anti-patterns".
原文语言：英语
Scale Claude usage for high-throughput applications — batches, queues, Use when working with load-scale patterns. concurrency control, and tier upgrades. Trigger with "anthropic scale", "claude high volume", "anthropic throughput", "scale claude api",…
原文语言：英语
Set up a fast local development loop for building with the Anthropic API — Use when working with local-dev-loop patterns. hot reload, cost-saving tips, and test patterns. Trigger with "anthropic dev setup", "claude local development", "anthropic test…
原文语言：英语
Migrate from OpenAI/GPT to Anthropic/Claude — API differences, Use when working with migration-deep-dive patterns. prompt adaptation, SDK swap, and feature mapping. Trigger with "migrate to claude", "openai to anthropic", "switch from gpt to claude", "replace…
原文语言：英语
Stream Claude responses, use system prompts, handle multi-turn conversations, Use when working with model-inference patterns. and process structured output with the Messages API. Trigger with "anthropic streaming", "claude messages api", "claude inference",…
原文语言：英语
Configure Claude across dev, staging, and production with different Use when working with multi-env-setup patterns. models, keys, and rate limits per environment. Trigger with "anthropic environments", "claude staging", "anthropic dev vs prod", "claude…
原文语言：英语
Monitor Claude API calls — log tokens, latency, costs, errors, and Use when working with observability patterns. set up alerts for production Claude integrations. Trigger with "anthropic monitoring", "claude observability", "track claude usage", "anthropic…
原文语言：英语
Optimize Anthropic API latency — streaming, prompt caching, model selection, Use when working with performance-tuning patterns. connection reuse, and parallel requests. Trigger with "anthropic slow", "claude latency", "speed up anthropic", "anthropic…
原文语言：英语
Implement content safety guardrails for Claude — input filtering, Use when working with policy-guardrails patterns. output validation, usage policies, and prompt injection defense. Trigger with "anthropic content policy", "claude safety", "claude guardrails",…
原文语言：英语
Production readiness checklist for Claude-powered applications — Use when working with prod-checklist patterns. error handling, monitoring, fallbacks, cost controls, and security. Trigger with "anthropic production", "claude production ready", "anthropic…
原文语言：英语
Handle Anthropic rate limits — understand tiers, implement backoff, Use when working with rate-limits patterns. optimize throughput, and monitor usage. Trigger with "anthropic rate limit", "claude 429", "anthropic throttling", "anthropic usage limits",…
原文语言：英语
Build Claude Code plugins — skills, agents, MCP servers, hooks, and slash commands. Use when working with reference-architecture patterns. The complete guide to extending Claude Code with the Anthropic plugin system. Trigger with "claude code plugin", "build…
原文语言：英语
Build fault-tolerant Claude integrations — retries, circuit breakers, Use when working with reliability-patterns patterns. fallbacks, timeouts, and graceful degradation. Trigger with "anthropic reliability", "claude fault tolerance", "anthropic circuit…
原文语言：英语
Production-ready Anthropic SDK patterns — client config, retries, timeouts, Use when working with sdk-patterns patterns. error handling, TypeScript types, and async patterns. Trigger with "anthropic sdk", "claude client setup", "anthropic typescript",…
原文语言：英语
Secure your Anthropic integration — API key management, input validation, Use when working with security-basics patterns. prompt injection defense, and data privacy. Trigger with "anthropic security", "claude api key security", "anthropic prompt injection",…
原文语言：英语
Upgrade Anthropic SDK versions and migrate between Claude model generations. Use when working with upgrade-migration patterns. Trigger with "upgrade anthropic sdk", "migrate claude model", "anthropic breaking changes", "new claude model".
原文语言：英语
Use Anthropic Message Batches for async bulk processing and event handling. Use when working with webhooks-events patterns. Trigger with "anthropic batches", "claude batch api", "anthropic async", "bulk claude processing", "anthropic webhook".
原文语言：英语
Integrate Clari export pipeline testing and validation into CI/CD. Use when adding automated tests for Clari integrations, validating export schemas in CI, or testing pipeline reliability. Trigger with phrases like "clari CI", "clari github actions", "clari…
原文语言：英语
Diagnose and fix Clari API errors including auth failures, export issues, and data mismatches. Use when Clari API calls fail, exports return empty data, or forecast numbers do not match the UI. Trigger with phrases like "clari error", "clari not working",…
原文语言：英语
Build a Clari forecast export pipeline to your data warehouse. Use when exporting forecast calls, quota data, and CRM totals from Clari to Snowflake, BigQuery, or a local database. Trigger with phrases like "clari forecast export", "clari data pipeline",…
原文语言：英语
Build Clari revenue analytics: pipeline coverage, forecast accuracy, and rep performance dashboards from exported data. Use when analyzing forecast accuracy, building attainment reports, or creating executive revenue dashboards. Trigger with phrases like…
原文语言：英语
Optimize Clari API usage and integration costs. Use when reducing API call volume, optimizing export frequency, or evaluating Clari license utilization. Trigger with phrases like "clari cost", "clari api usage", "reduce clari calls", "clari optimization".
原文语言：英语
Collect Clari API diagnostic info for support cases. Use when preparing a support ticket, collecting API response samples, or documenting integration issues. Trigger with phrases like "clari debug", "clari support bundle", "collect clari diagnostics", "clari…
原文语言：英语
Deploy Clari export pipelines to production with Airflow, Cloud Functions, or Lambda. Use when scheduling automated exports, deploying to cloud platforms, or setting up serverless Clari sync. Trigger with phrases like "deploy clari", "clari airflow", "clari…
原文语言：英语
Export your first Clari forecast and pipeline snapshot. Use when testing Clari API connectivity, pulling forecast data, or learning the export API structure. Trigger with phrases like "clari hello world", "clari first export", "clari test api", "clari…
原文语言：英语
Configure Clari API authentication with API key and set up export access. Use when connecting to the Clari API, generating API tokens, or configuring forecast data exports. Trigger with phrases like "install clari", "setup clari api", "clari auth", "clari api…
原文语言：英语
Set up local development for Clari API integrations with mock data. Use when building forecast dashboards, testing export pipelines, or iterating on Clari data transformations locally. Trigger with phrases like "clari dev setup", "clari local testing",…
原文语言：英语
Optimize Clari API performance with caching, batch exports, and data pipeline efficiency. Use when exports take too long, optimizing data warehouse load times, or reducing API calls in multi-forecast environments. Trigger with phrases like "clari…
原文语言：英语
Production readiness checklist for Clari API integrations. Use when launching a Clari data pipeline, validating export automation, or preparing for production forecast sync. Trigger with phrases like "clari production", "clari go-live", "clari checklist",…
原文语言：英语
Handle Clari API rate limits with backoff and export job scheduling. Use when hitting 429 errors, optimizing export frequency, or scheduling bulk forecast exports. Trigger with phrases like "clari rate limit", "clari 429", "clari throttle", "clari api limits".
原文语言：英语
Reference architecture for Clari revenue intelligence integrations. Use when designing a forecast data platform, planning Clari integration architecture, or establishing team patterns for revenue analytics. Trigger with phrases like "clari architecture",…
原文语言：英语
Production-ready Clari API client patterns in Python and TypeScript. Use when building reusable Clari clients, implementing export pipelines, or wrapping the Clari v4 API for team use. Trigger with phrases like "clari API patterns", "clari client wrapper",…
原文语言：英语
Secure Clari API tokens and implement data handling best practices. Use when managing API tokens, restricting data access, or implementing PII handling for exported forecast data. Trigger with phrases like "clari security", "clari api key rotation", "secure…
原文语言：英语
Handle Clari API version changes and export schema migrations. Use when Clari updates their API, export format changes, or migrating from v3 to v4 API. Trigger with phrases like "upgrade clari", "clari api migration", "clari schema change", "clari v4…
原文语言：英语
Monitor Clari forecast changes using export job polling and change detection. Use when tracking forecast submission changes, building alerts for significant forecast movements, or syncing Clari data in near-real-time. Trigger with phrases like "clari…
原文语言：英语
This skill enables Claude to construct and evaluate classification models using provided datasets or specifications. It leverages the classification-model-builder plugin to automate model creation, optimization, and reporting. Use this skill when the user…
原文语言：英语
Execute self-learning system that captures corrections during sessions and syncs them to CLAUDE.md. Use when discussing learnings, corrections, or when the user mentions remembering something. Trigger with phrases like "remember this", "don't forget", "use X…
原文语言：英语
Deep-debug complex Clay enrichment failures, provider degradation, and data flow issues. Use when standard troubleshooting fails, investigating intermittent enrichment failures, or preparing detailed evidence for Clay support escalation. Trigger with phrases…
原文语言：英语