Collect Hootsuite debug evidence for support tickets and troubleshooting. Use when encountering persistent issues, preparing support tickets, or collecting diagnostic information for Hootsuite problems. Trigger with phrases like "hootsuite debug", "hootsuite support bundle", "collect hootsuite logs", "hootsuite diagnostic".

Execute Hootsuite production deployment checklist and rollback procedures. Use when deploying Hootsuite integrations to production, preparing for launch, or implementing go-live procedures. Trigger with phrases like "hootsuite production", "deploy hootsuite", "hootsuite go-live", "hootsuite launch checklist".

Install and configure Ideogram API authentication. Use when setting up a new Ideogram integration, configuring API keys, or initializing Ideogram in your project. Trigger with phrases like "install ideogram", "setup ideogram", "ideogram auth", "configure ideogram API key".

Analyses the current project across code quality, feature gaps, documentation, security, competitive landscape, and monetisation opportunities, then files prioritised GitHub issues. Use when the user says improve this, analyse this project, find improvements, or fill the backlog.

Content brief generator — takes a topic or keyword and produces a complete content brief with target keyword, search intent, recommended structure, internal link targets, word count, CTA, and competitive gap analysis. Use when asked to "write a content brief", "brief this blog post", "plan this article", or "what should we cover for [keyword]".

Write customer case studies and success stories — interview guide, story structure, and publish-ready case study with metrics. Use when asked to "write a case study", "document a customer success story", "create social proof content", or "write about how [customer] uses the product".

SEO strategy and keyword research — build topic clusters, keyword gap analysis, on-page audit, and prioritized SEO roadmap. Use when asked to "improve our SEO", "do keyword research", "build a topic cluster", or "why aren't we ranking".

Create a minimal working Instantly.ai example with real API calls. Use when starting a new Instantly integration, testing your setup, or learning basic Instantly API v2 patterns. Trigger with phrases like "instantly hello world", "instantly example", "instantly quick start", "simple instantly code", "test instantly api".

Design expansion revenue playbooks — upsell triggers, seat expansion sequences, tier upgrade paths, and cross-sell motions. Use when asked to "grow existing customers", "increase NRR", "design upsell", or "how do we get customers to expand".

Optimize customer onboarding — map the activation sequence, identify drop-off points, design the aha moment, and produce the onboarding email sequence. Use when asked to "fix onboarding", "improve activation", "time-to-value is too slow", or "customers aren't getting started".

Write churn prevention and win-back playbooks — risk intervention sequences, save conversation guides, and win-back email campaigns. Use when asked to "prevent churn", "save at-risk customers", "win back churned customers", or "build a save play".

Quarterly Business Review template generator — takes account info (ARR tier, adoption metrics, goals) and produces a complete QBR deck outline and talking points. Use when asked to "prepare a QBR", "build a quarterly review", "write our QBR agenda", or "create QBR talking points for this account".

Review existing analytics — find all dashboards and reports, check who uses them, whether metrics are defined, and whether they drive decisions. Recommend what to keep, kill, or add. Use when asked "are our dashboards useful", "analytics review", or "metrics audit".

Create your first Linear issue and query using the SDK and GraphQL API. Use when making initial API calls, testing connection, or learning basic Linear CRUD operations. Trigger: "linear hello world", "first linear issue", "create linear issue", "linear API example", "test linear".

Install and configure Lokalise SDK/CLI authentication. Use when setting up a new Lokalise integration, configuring API tokens, or initializing Lokalise in your project. Trigger with phrases like "install lokalise", "setup lokalise", "lokalise auth", "configure lokalise API token".

Install and configure the Mistral AI SDK with authentication. Use when setting up a new Mistral integration, configuring API keys, or initializing Mistral AI in your project. Trigger with phrases like "install mistral", "setup mistral", "mistral auth", "configure mistral API key".

Install and configure the Notion API SDK with authentication. Use when setting up a new Notion integration, configuring API tokens, or initializing @notionhq/client in your project. Trigger with phrases like "install notion", "setup notion", "notion auth", "configure notion API", "notion integration setup".

Configure CI/CD pipelines for Palantir Foundry integrations with GitHub Actions. Use when setting up automated testing, running transforms validation, or integrating Foundry SDK tests into your build process. Trigger with phrases like "palantir CI", "foundry GitHub Actions", "palantir automated tests", "CI foundry".

Diagnose and fix Palantir Foundry common errors and API exceptions. Use when encountering Foundry errors, debugging failed API calls, or troubleshooting transform build failures. Trigger with phrases like "palantir error", "fix palantir", "foundry not working", "debug foundry", "palantir 401 403".

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", "foundry billing", "reduce foundry costs", "foundry pricing", "foundry expensive".

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 data", "foundry PII", "palantir GDPR", "foundry data protection", "palantir markings".

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", "foundry support bundle", "collect palantir logs", "foundry diagnostic".

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 like "palantir RBAC", "foundry roles", "palantir permissions", "foundry access control", "foundry service user".

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 example", "palantir quick start", "foundry first query".

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", "foundry emergency", "palantir broken".

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", "palantir 429", "foundry retry", "palantir backoff".

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 secrets", "secure palantir", "palantir API key security", "foundry scopes".

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 notifications", "ontology change events".

Audit developer experience — measure onboarding time, build speed, deployment friction, and developer satisfaction. Use when asked to "DX audit", "developer experience review", "why is development slow", "onboarding assessment", or "DORA metrics".

Set up local development environments — devcontainers, Docker Compose, one-command setup, dev/prod parity. Use when asked to "set up dev environment", "devcontainer", "docker compose for dev", "local development setup", or "one command to run".

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 example", "perplexity quick start", "simple perplexity search".

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", "perplexity auth", "configure perplexity API key", "perplexity sonar setup".

Execute Perplexity production deployment checklist for Sonar API integrations. Use when deploying Perplexity integrations to production, preparing for launch, or implementing go-live procedures. Trigger with phrases like "perplexity production", "deploy perplexity", "perplexity go-live", "perplexity launch checklist".

Landing page and marketing copy — write hero section, problem/solution blocks, proof points, and CTAs. Use when asked to "write landing page copy", "write the homepage", "marketing copy for this feature", "product page copy", "write the hero section", or "write copy for [surface]".

Install and configure PostHog SDKs with authentication. Use when setting up posthog-js (browser), posthog-node (server), or configuring API keys for a new PostHog integration. Trigger: "install posthog", "setup posthog", "posthog auth", "configure posthog API key", "posthog init".

Secure PostHog integration: API key management, project key vs personal key separation, secret rotation, scoped keys, and git-leak prevention. Trigger: "posthog security", "posthog secrets", "secure posthog", "posthog API key security", "posthog key rotation".

Build an internal dashboard with data tables, filters, detail views, and CRUD. Use when asked to build an "admin panel", "internal dashboard", "back office", or "data dashboard UI".

Frontend reconnaissance — map the component tree, routing, state management, build config, and assess quality. Use when asked to "understand this frontend", "frontend assessment", or "what's the UI built with".

Create a minimal working Salesforce example with SOQL queries and sObject CRUD. Use when starting a new Salesforce integration, testing your setup, or learning basic Salesforce API patterns. Trigger with phrases like "salesforce hello world", "salesforce example", "salesforce quick start", "first salesforce query", "salesforce SOQL".

Configure SalesLoft local development with API mocking and sandbox testing. Use when setting up a development environment, building integration tests, or creating mock SalesLoft API responses for offline development. Trigger: "salesloft dev setup", "salesloft local", "test salesloft locally".

Apply production-ready SalesLoft API patterns for TypeScript and Python. Use when building SalesLoft integrations, implementing pagination, or wrapping the REST API v2 with typed clients. Trigger: "salesloft SDK patterns", "salesloft best practices", "salesloft client wrapper".

Implement SalesLoft webhook handling with signature verification and event routing. Use when setting up webhook endpoints, handling activity notifications, or syncing SalesLoft data to external systems in real-time. Trigger: "salesloft webhook", "salesloft events", "salesloft notifications".

Production architecture for SerpApi search services with caching, monitoring, and multi-engine support. Use when designing search features, building SERP tracking systems, or architecting search-powered applications. Trigger: "serpapi architecture", "serpapi project structure", "serpapi design".

Find and fix performance bottlenecks — N+1 queries, missing indexes, sync bottlenecks, caching gaps. Use when asked "why is this slow", "performance issue", "optimize this endpoint", or "N+1 queries".

Backend reconnaissance — map all routes, middleware, models, dependencies, auth, and assess code quality for project takeover. Use when asked to "understand this backend", "map the API", or "assess code quality".

API and backend code review — REST conventions, auth, validation, error handling, pagination, rate limiting, test coverage. Use when asked to "review this API", "code review", "review backend", or "pre-launch backend check".

Growth experiment design — structure a growth hypothesis, define metric, baseline, expected lift, and kill condition for a single experiment. Use when asked to "design a growth experiment", "test this growth idea", "experiment framework", "how do we test if this works", or "growth hypothesis".

Growth state reconnaissance — scan existing onboarding flows, acquisition channels, conversion funnels, and growth experiment logs to understand current growth state. Use when asked to "what's our growth state", "audit the funnel", "what growth experiments have we run", "acquisition channel inventory", or before designing new growth experiments.

Together AI reference architecture for inference, fine-tuning, and model deployment. Use when working with Together AI's OpenAI-compatible API. Trigger: "together reference architecture".

Together AI upgrade migration for inference, fine-tuning, and model deployment. Use when working with Together AI's OpenAI-compatible API. Trigger: "together upgrade migration".

Internal process for the triage-summarizer agent. Defines the step-by-step procedure for formatting triage results as terminal markdown and parsing review commands. Not user-invocable — loaded by the triage-summarizer agent through its skills frontmatter.

Create your first TwinMind meeting transcription and AI summary. Use when starting with TwinMind, testing your setup, or learning basic transcription and summary patterns. Trigger with phrases like "twinmind hello world", "first twinmind meeting", "twinmind quick start", "test twinmind transcription".

Install and configure TwinMind Chrome extension, mobile app, and API access. Use when setting up TwinMind for meeting transcription, configuring calendar integration, or initializing TwinMind in your workflow. Trigger with phrases like "install twinmind", "setup twinmind", "twinmind auth", "configure twinmind", "twinmind chrome extension".

Apply production-ready TwinMind SDK patterns for TypeScript and Python. Use when implementing TwinMind integrations, refactoring API usage, or establishing team coding standards for meeting AI integration. Trigger with phrases like "twinmind SDK patterns", "twinmind best practices", "twinmind code patterns", "idiomatic twinmind".

Diagnose and fix Vast.ai common errors and exceptions. Use when encountering Vast.ai errors, debugging failed instances, or troubleshooting GPU rental issues. Trigger with phrases like "vastai error", "fix vastai", "vastai not working", "debug vastai", "vastai instance failed".

Collect Vast.ai debug evidence for support tickets and troubleshooting. Use when encountering persistent issues, preparing support tickets, or collecting diagnostic information for Vast.ai problems. Trigger with phrases like "vastai debug", "vastai support bundle", "collect vastai logs", "vastai diagnostic".

Deploy ML training jobs and inference services on Vast.ai GPU cloud. Use when deploying GPU workloads, configuring Docker images, or setting up automated deployment scripts. Trigger with phrases like "deploy vastai", "vastai deployment", "vastai docker", "vastai production deploy".

Rent your first GPU instance on Vast.ai and run a workload. Use when starting a new Vast.ai integration, testing your setup, or learning basic Vast.ai GPU rental patterns. Trigger with phrases like "vastai hello world", "vastai example", "vastai quick start", "rent first gpu", "vastai first instance".

Configure Vast.ai local development with testing and fast iteration. Use when setting up a development environment, testing instance provisioning, or building a fast iteration cycle for GPU workloads. Trigger with phrases like "vastai dev setup", "vastai local development", "vastai dev environment", "develop with vastai".

Monitor Vast.ai GPU instance health, utilization, and costs. Use when setting up monitoring dashboards, configuring alerts, or tracking GPU utilization and spending. Trigger with phrases like "vastai monitoring", "vastai metrics", "vastai observability", "monitor vastai", "vastai alerts".

Execute Vast.ai production deployment checklist for GPU workloads. Use when deploying training pipelines to production, preparing for large-scale GPU jobs, or auditing production readiness. Trigger with phrases like "vastai production", "deploy vastai", "vastai go-live", "vastai launch checklist".

Handle Vast.ai API rate limits with backoff and request optimization. Use when encountering 429 errors, implementing retry logic, or optimizing API request throughput. Trigger with phrases like "vastai rate limit", "vastai throttling", "vastai 429", "vastai retry", "vastai backoff".

Apply production-ready Vast.ai SDK patterns for Python and REST API. Use when implementing Vast.ai integrations, refactoring SDK usage, or establishing coding standards for GPU cloud operations. Trigger with phrases like "vastai SDK patterns", "vastai best practices", "vastai code patterns", "idiomatic vastai".

Apply Vast.ai security best practices for API keys and instance access. Use when securing API keys, hardening SSH access to GPU instances, or auditing Vast.ai security configuration. Trigger with phrases like "vastai security", "vastai secrets", "secure vastai", "vastai API key security", "vastai ssh security".

Create a minimal working Vercel deployment with a serverless API route. Use when starting a new Vercel project, testing your setup, or learning basic Vercel deployment and API route patterns. Trigger with phrases like "vercel hello world", "vercel example", "vercel quick start", "simple vercel project", "first vercel deploy".

Verify observability posture — audit monitoring coverage, find blind spots, prioritize gaps. Use when asked "is monitoring sufficient", "observability review", "are we covered", or "pre-launch monitoring check".

Observability reconnaissance — inventory what monitoring exists, map coverage, highlight blind spots. Use when asked "what monitoring exists", "observability assessment", or "what can we see".

Build a device driver or protocol handler — I2C sensors, BLE services, MQTT clients, SPI peripherals with interrupt-driven I/O and clean HAL abstraction. Use when asked to "write a driver", "I2C device", "BLE service", "MQTT client", or "sensor integration".

Firmware reconnaissance for takeover — inventory the MCU, peripherals, RTOS, protocols, OTA, power management, and assess code quality with risk flags. Use when asked to "understand this firmware", "device inventory", or "embedded assessment".

Security reconnaissance — full inventory of secrets management, IAM, dependencies, auth, encryption, audit logging, and compliance gaps. Use when asked about "security posture", "how secure is this", or "security assessment".

Diagnose and fix common Windsurf IDE and Cascade errors. Use when Cascade stops working, Supercomplete fails, indexing hangs, or encountering Windsurf-specific issues. Trigger with phrases like "windsurf error", "fix windsurf", "windsurf not working", "cascade broken", "windsurf slow".

Create your first Windsurf Cascade interaction and Supercomplete experience. Use when starting with Windsurf, testing your setup, or learning basic Cascade and Supercomplete workflows. Trigger with phrases like "windsurf hello world", "windsurf example", "windsurf quick start", "first windsurf project", "try windsurf".

Understand and manage Windsurf credit system, usage limits, and model selection. Use when running out of credits, optimizing AI usage costs, or understanding the credit-per-model pricing structure. Trigger with phrases like "windsurf credits", "windsurf rate limit", "windsurf usage", "windsurf out of credits", "windsurf model costs".

Collect Alchemy SDK debug evidence for troubleshooting and support tickets. Use when encountering persistent issues, preparing support tickets, or debugging blockchain query failures. Trigger: "alchemy debug bundle", "alchemy support ticket", "alchemy diagnostics".

Install the Alchemy SDK and configure API key authentication for Web3 development. Use when setting up blockchain API access, creating an Alchemy app, or configuring multi-chain RPC endpoints. Trigger: "install alchemy", "setup alchemy", "alchemy auth", "alchemy API key".

Set up local Web3 development workflow with Alchemy, Hardhat, and testnets. Use when configuring local blockchain dev, testing with Sepolia faucets, or setting up hot-reload for smart contract development. Trigger: "alchemy local dev", "alchemy hardhat", "alchemy testnet setup".

Execute production readiness checklist for Alchemy-powered dApps. Use when deploying Web3 applications, preparing for mainnet launch, or validating blockchain integration before go-live. Trigger: "alchemy production", "alchemy go-live", "alchemy mainnet checklist", "dApp production readiness".

Migrate from alchemy-sdk v2 to v3 and handle breaking changes. Use when upgrading Alchemy SDK versions, migrating from deprecated alchemy-web3, or adapting to new API patterns. Trigger: "alchemy upgrade", "alchemy migration", "alchemy-sdk v3", "migrate alchemy-web3", "alchemy breaking changes".

Create a minimal working Algolia example — index records and search them. Use when starting a new Algolia integration, testing your setup, or learning the saveObjects/searchSingleIndex pattern. Trigger: "algolia hello world", "algolia example", "algolia quick start", "first algolia search".

Configure CI/CD pipeline for automated Figma-to-code generation with Anima. Use when automating design-to-code in GitHub Actions, setting up PR-based component generation, or integrating Anima into design handoff workflows. Trigger: "anima CI", "anima GitHub Actions", "anima automated generation".

Install the Anima SDK and configure authentication for Figma-to-code generation. Use when setting up design-to-code automation, configuring Figma token access, or initializing the @animaapp/anima-sdk for server-side code generation. Trigger: "install anima", "setup anima", "anima auth", "anima figma token".

Optimize Anima code generation performance with caching, parallelism, and output tuning. Use when reducing generation latency, optimizing batch component generation, or improving generated code quality for production use. Trigger: "anima performance", "anima slow", "anima optimization", "anima caching".

Production readiness checklist for Anima design-to-code pipelines. Use when deploying automated design-to-code services, preparing CI/CD Figma-to-code automation, or validating output quality before production. Trigger: "anima production", "anima go-live", "anima prod checklist".

Use Figma webhooks to trigger automatic Anima code generation on design changes. Use when building event-driven design-to-code pipelines, auto-generating components when Figma files change, or integrating design updates into CI. Trigger: "anima webhook", "figma webhook", "anima auto-generate on change".

Choose and implement Claude API architecture patterns for different scales: serverless, microservice, event-driven, and edge deployment. Trigger with phrases like "anthropic architecture", "claude serverless", "claude microservice design", "edge claude deployment".

Configure CI/CD pipelines for Anthropic Claude API integrations. Use when setting up automated testing, prompt regression tests, or CI validation for Claude-powered features. Trigger with phrases like "anthropic ci", "claude ci/cd", "test claude in pipeline", "anthropic github actions".

Execute incident response procedures for Claude API outages and degradation. Use when Claude API is returning errors, experiencing high latency, or showing degraded performance in production. Trigger with phrases like "anthropic incident", "claude api down", "anthropic outage", "claude degraded", "anthropic runbook".

Set up observability for Claude API integrations with metrics, logging, and alerting for latency, cost, errors, and token usage. Trigger with phrases like "anthropic monitoring", "claude observability", "anthropic metrics", "track claude usage", "claude dashboard".

Implement content policy guardrails, input/output validation, and usage governance for Claude API integrations. Trigger with phrases like "anthropic guardrails", "claude content policy", "claude input validation", "anthropic safety rules".

Upgrade Anthropic SDK versions and migrate between Claude API versions. Use when upgrading the Python/TypeScript SDK, migrating from Text Completions to Messages API, or adopting new API features like tool use or batches. Trigger with phrases like "upgrade anthropic sdk", "anthropic migration", "update claude sdk", "migrate to messages api".

Plan and scope a project — discovery, challenge assumptions, present S/M/L options with token and cost estimates. Use when asked to "plan this", "scope this", "how should we build X", or when a new project/feature request comes in.

Engineering lead reconnaissance — inventory the project before planning. Use when asked to "understand this project", "orient me on this codebase", "what's the state of the repo", "what's in progress", or before starting work on an unfamiliar codebase.

System takeover — take ownership of an existing codebase or inherited system. Use when "we acquired this", "previous team left", "take over this system", "inherited this codebase".

Install and configure Apify SDK, CLI, and API client authentication. Use when setting up a new Apify project, configuring API tokens, or initializing apify-client / Apify SDK in your codebase. Trigger: "install apify", "setup apify", "apify auth", "configure apify token".

Configure AppFolio Stack API authentication with OAuth 2.0. Use when setting up property management API access, registering as an AppFolio Stack partner, or configuring client credentials for API calls. Trigger: "install appfolio", "setup appfolio", "appfolio auth", "appfolio API key".

Collect Apple Notes automation debug evidence for troubleshooting. Trigger: "apple notes debug".