tons-of-skills-marketplace

Install Cursor IDE and configure authentication across macOS, Linux, and Windows. Triggers on "install cursor", "setup cursor", "cursor authentication", "cursor login", "cursor license", "cursor download".

Master Cursor keyboard shortcuts and customize keybindings for AI features and editor commands. Triggers on "cursor shortcuts", "cursor keybindings", "cursor keyboard", "cursor hotkeys", "cursor commands", "Cmd+K", "Cmd+L", "Cmd+I".

Plan and execute a staged deployment for an external Attio REST integration with secret injection, contract tests, read-only smoke evidence, canary writes, and rollback. Use when releasing Attio-backed services. Trigger with "deploy Attio integration", "Attio rollout", or "Attio release plan".

Prove the smallest safe Attio REST connection by listing objects and validating the response envelope without changing CRM data. Use when checking a new token, workspace, or integration path. Trigger with "Attio hello world", "first Attio request", or "test Attio connection".

Choose and configure Attio REST authentication for a single workspace or multi-workspace OAuth app, including least-privilege scopes and a read-only verification. Use when connecting a service to Attio. Trigger with "Attio auth", "Attio API key", or "Attio OAuth setup".

Establish a repeatable local Attio development loop with sanitized fixtures, a non-production workspace, explicit mutation switches, and cleanup receipts. Use when iterating on Attio mappings or API behavior. Trigger with "Attio local development", "Attio dev loop", or "test Attio locally".

Analyze and improve Attio integration latency and throughput from measured query shape, pagination, concurrency, retry, and cache evidence while preserving correctness. Use when Attio requests are slow or queues are backing up. Trigger with "Attio performance", "speed up Attio sync", or "Attio query tuning".

Deploy and roll back a server-side ClickUp API and webhook service with secret injection, workspace guards, health probes, and durable queues. Use when releasing a ClickUp integration. Trigger with "deploy ClickUp", "ClickUp production release", or "ClickUp webhook service".

Run an evidence-based production-readiness review for an Attio integration across identity, scopes, data ownership, retries, webhooks, observability, rollback, and support. Use when preparing to enable production Attio traffic. Trigger with "Attio production checklist", "Attio go-live", or "review Attio release".

Analyze and design an Attio request governor with separate read and write budgets, query-score awareness, bounded retries, and observable backpressure. Use when an Attio integration receives 429 responses or needs safe concurrency controls. Trigger with "Attio rate limits", "Attio 429", or "throttle Attio requests".

Analyze CAST AI cost, available-savings, and realized-savings reports into a defensible optimization plan. Use when investigating spend, validating savings claims, applying private-price adjustments, or prioritizing workloads and clusters. Trigger with: "tune CAST AI costs", "verify CAST AI savings", "reduce Kubernetes spend with CAST AI".

Assess and change ClickUp roles, custom roles, groups, object ACLs, and audit access with plan-aware approvals. Use when governing enterprise ClickUp authorization. Trigger with "ClickUp RBAC", "ClickUp custom roles", or "ClickUp ACL audit".

Design a production Attio integration architecture with tenant-bound credentials, schema discovery, queued writes, verified webhooks, idempotency, reconciliation, and rollback ownership. Use when planning or reviewing a multi-workspace Attio service. Trigger with "Attio architecture", "design Attio integration", or "Attio system design".

Build a typed Attio REST client with tenant-aware tokens, endpoint-specific pagination, structured errors, bounded retries, and contract tests while distinguishing it from the Attio App SDK. Use when creating or refactoring Attio integration code. Trigger with "Attio SDK", "Attio client wrapper", or "typed Attio API".

Harden an Attio integration with least-privilege credentials, tenant isolation, log redaction, raw-body webhook verification, idempotency, and incident-ready rotation. Use when reviewing Attio security controls or preparing production access. Trigger with "Attio security", "secure Attio integration", or "Attio webhook signature".

Prove the smallest safe ClickUp API connection by reading the authorized user and Workspaces without creating work. Use when validating a new ClickUp credential. Trigger with "ClickUp hello world", "test ClickUp token", or "first ClickUp API call".

Migrate an Attio integration through a contract-led inventory, OpenAPI and documentation diff, shadow validation, canary rollout, reconciliation, and tested rollback. Use when endpoint assumptions, client versions, schemas, or integration architecture must change. Trigger with "upgrade Attio integration", "Attio migration", or "Attio API contract change".

Build and operate an Attio webhook receiver with raw-body HMAC verification, fast acknowledgement, durable queues, idempotent processing, retry awareness, and reconciliation. Use when implementing or repairing Attio event delivery. Trigger with "Attio webhooks", "Attio events", or "verify Attio signature".

Triage, contain, recover, and review ClickUp API and webhook incidents with bounded read-only evidence. Use when ClickUp-backed production behavior is degraded. Trigger with "ClickUp incident", "ClickUp outage", or "ClickUp webhook failing".

Diagnostic-only test suite auditor. Classifies repo type, maps against 7-layer testing taxonomy (git hooks → static → unit → integration → system → E2E → acceptance), runs deterministic quality gates (coverage, mutation, CRAP, architecture, escape-scan), builds RTM / personas / journeys traceability, produces TEST_AUDIT.md, updates tests/TESTING.md, and mandatorily hands off to implement-tests when gaps are found. Use when auditing test quality, finding test gaps, or running the full 7-layer sweep. Trigger with "audit tests", "find gaps", "test audit", "check test quality", "full sweep", "7-layer audit", "rtm check".

Audit access control implementations for security vulnerabilities and misconfigurations. Use when reviewing authentication and authorization. Trigger with 'audit access control', 'check permissions', or 'validate authorization'.

Manage rate limits for Fondo-connected services including Gusto API, QuickBooks API, Plaid, and Stripe when building parallel integrations. Trigger: "fondo rate limit", "gusto API limits", "QuickBooks throttling".

Create a bounded, redacted CAST AI diagnostic bundle that preserves component, policy, and Kubernetes evidence for escalation. Use when triage must be handed to platform engineering, a cloud owner, or CAST AI support. Trigger with: "collect CAST AI diagnostics", "make a CAST AI support bundle", "capture CAST AI evidence".

Audit a target's CORS posture — Access-Control-Allow-Origin handling, reflected-origin bypass, credentials+wildcard mismatch, preflight OPTIONS behavior, Vary header correctness. Use when: a third-party integration is failing CORS preflight and someone proposes "just set Allow-Origin to *" as the fix, OR your bug-bounty inbox has a credential-reuse exploit chain. Threshold: any reflection of arbitrary Origin into Allow-Origin, Allow-Credentials:true with wildcard origin (browser-rejected combo but server config wrong), missing Vary:Origin on per-origin responses, preflight cached over 86400s, OR Allow-Origin trust of attacker- controlled subdomain pattern. Trigger with: "audit cors", "check cors policy", "cors bypass", "preflight check".

Deploy CAST AI through a reviewable GitOps or Terraform lane with pinned artifacts, explicit control ownership, and staged promotion. Use when standardizing CAST AI across clusters or moving console-managed configuration into code. Trigger with: "deploy CAST AI with GitOps", "manage CAST AI as code", "roll out CAST AI to multiple clusters".

Run a safe first CAST AI cluster connection that proves Cost Monitoring and agent health before enabling optimization. Use when starting a new evaluation, sandbox, or operator walkthrough. Trigger with: "CAST AI hello world", "try CAST AI safely", "connect my first CAST AI cluster".

Avoid common Cursor IDE pitfalls: AI feature mistakes, security gotchas, configuration errors, and team workflow issues. Triggers on "cursor pitfalls", "cursor mistakes", "cursor gotchas", "cursor issues", "cursor problems", "cursor tips".

Configure ClickUp personal-token or OAuth authorization with server-side storage, state validation, Workspace verification, and rotation ownership. Use when connecting an application to ClickUp. Trigger with "ClickUp auth", "install ClickUp API", or "ClickUp OAuth setup".

Audit a Node.js project's installed npm dependency tree for known CVEs by wrapping the npm audit JSON output and emitting findings in the canonical penetration-tester schema. Detects direct AND transitive vulnerabilities, normalizes npm's severity scale (info/low/moderate/ high/critical) to the shared Severity enum, and parses both v1 and v2 audit output formats so the skill works against npm 6 and npm 7+ lockfiles. Use when: pre-merge gate on a Node project, post-incident sweep after a transitive package compromise (e.g. event-stream, ua-parser, node-ipc, color.js), SOC2 vendor-management evidence collection, or auditing an inherited or acquired Node codebase. Threshold: any HIGH or CRITICAL CVE in the resolved dependency tree. MODERATE / LOW reported informationally. Trigger with: "audit npm deps", "npm vulnerability scan", "check node packages for CVEs", "npm audit".

Develop ClickUp adapters with a fake transport, schema fixtures, deterministic clocks, and an opt-in bounded live probe. Use when iterating without mutating a real Workspace. Trigger with "ClickUp local dev", "mock ClickUp API", or "ClickUp fixtures".

Choose and configure the correct CAST AI authentication boundary for castctl, REST API, Terraform, or enterprise child-organization access. Use when connecting a cluster, provisioning an automation identity, or repairing region and organization mismatches. Trigger with: "authenticate CAST AI", "set up a CAST AI API key", "configure CAST AI access".

Plan Juicebox SDK upgrades. Trigger: "upgrade juicebox", "juicebox migration".

Build an offline-first local loop for CAST AI Terraform, Helm, policy, and workload configuration before touching a sandbox cluster. Use when developing infrastructure modules, annotations, or CI checks. Trigger with: "develop CAST AI locally", "test CAST AI configuration", "make a CAST AI dev loop".

Handle Juicebox webhooks and events. Trigger: "juicebox webhooks", "juicebox events".

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 performance", "claude response time".

Analyze and resolve Clari authentication, authorization, job, ingestion, schema, and empty-result failures from redacted evidence. Use when an integration fails or returns incomplete data. Trigger with: "debug Clari", "triage a Clari error", "fix an empty Clari export".

Tune CAST AI node and workload autoscaling against application SLOs, scheduling constraints, and recommendation confidence. Use when optimization causes latency, disruption, slow provisioning, or unstable replica and resource behavior. Trigger with: "tune CAST AI performance", "stabilize CAST AI autoscaling", "fix CAST AI scaling latency".

Optimize daily development workflow with Cursor IDE using Chat, Composer, Tab, and Git integration. Triggers on "cursor workflow", "cursor development loop", "cursor productivity", "cursor daily workflow", "cursor dev flow".

Audit a Python project's installed dependencies for known CVEs by wrapping pip-audit (PyPA's official vulnerability auditor) and emitting findings in the canonical penetration-tester schema. Detects vulnerable direct AND transitive packages, normalizes pip-audit's severity output via OSV severity bands, falls back to pip list --outdated when pip-audit isn't installed, and supports requirements.txt, pyproject.toml (PEP 621), Pipfile.lock, and poetry.lock as input sources. Use when: pre-merge gate on a Python project, post-incident sweep after a PyPI compromise (e.g. ctx, request-toolbelt typosquats, ultralytics 8.3.42 compromise), SOC2 evidence collection, or inheriting an unfamiliar Python codebase. Threshold: any HIGH or CRITICAL CVE in the resolved dependency tree. MODERATE / LOW reported informationally. Trigger with: "audit python deps", "pip vulnerability scan", "check pypi packages for CVEs", "pip-audit run".

Audit wallet security by analyzing token approvals, permissions, and transaction patterns. Use when checking wallet security, reviewing approvals, or assessing risk exposure. Trigger with phrases like "audit wallet", "check approvals", "security scan", or "revoke tokens".

Test automate API endpoint testing including request generation, validation, and comprehensive test coverage for REST and GraphQL APIs. Use when testing API contracts, validating OpenAPI specifications, or ensuring endpoint reliability. Trigger with phrases like "test the API", "generate API tests", or "validate API contracts".

Automate database backup processes with scheduling, compression, and encryption. Supports PostgreSQL (pg_dump), MySQL (mysqldump), MongoDB (mongodump), and SQLite. Generates production-ready backup scripts with retention policies and restore procedures. Trigger: "automate database backups", "schedule backups", "create backup script", "disaster recovery". Use when working with automating database backups. Trigger with 'automating', 'database', 'backups'.

Run a fail-closed production-readiness review for a CAST AI cluster before enabling or expanding automation. Use when deciding onboarding approval, control-plane migration, or rollout between cluster rings. Trigger with: "review CAST AI for production", "CAST AI go-live checklist", "approve CAST AI automation".

Build a CAST AI REST client that respects endpoint-specific throttling, bounded retries, and an explicit request budget. Use when a job receives 429 responses, polls CAST AI, or fans out across clusters and organizations. Trigger with: "handle CAST AI rate limits", "stop CAST AI 429s", "make CAST AI polling safe".

Backtest crypto and traditional trading strategies against historical data. Calculates performance metrics (Sharpe, Sortino, max drawdown), generates equity curves, and optimizes strategy parameters. Use when user wants to test a trading strategy, validate signals, or compare approaches. Trigger with phrases like "backtest strategy", "test trading strategy", "historical performance", "simulate trades", "optimize parameters", or "validate signals".

Optimize Anthropic API costs — model selection, prompt caching, batches, Use when working with cost-tuning patterns. token reduction, and usage monitoring. Trigger with "anthropic pricing", "claude cost", "reduce anthropic spend", "anthropic billing", "claude cheaper".

Build CI gates for a BambooHR connector using current OpenAPI contracts, synthetic HR fixtures, secret scanning, and an opt-in tenant smoke test. Use when adding regression coverage or blocking unsafe releases. Trigger with "BambooHR CI", "BambooHR contract tests", or "test BambooHR integration".

Triage BambooHR failures by typed status, request ID, operation, permissions, retryability, and data risk. Use when an SDK or HTTP call returns an error or an apparently successful response is incomplete. Trigger with "BambooHR 401", "BambooHR 403", "BambooHR 429", or "debug BambooHR error".

Execute automatic activation for all google vertex ai multimodal operations operations. Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.

Build a permission-aware BambooHR employee and dataset synchronization workflow with pagination, field minimization, and checkpoints. Use when exporting employee changes or replacing deprecated report calls. Trigger with "sync BambooHR employees", "BambooHR dataset", or "BambooHR HR pipeline".

Govern BambooHR time-off, benefit, and employee-file operations with explicit read/write separation and HR approval. Use when integrating leave balances, benefit membership, or protected employee documents. Trigger with "BambooHR time off", "BambooHR benefits", "BambooHR files", or "BambooHR PTO".

Build a Clari forecast-export pipeline with reconciliation, schema controls, and warehouse lineage. Use when loading forecasts, quotas, adjustments, or CRM totals. Trigger with: "export Clari forecasts", "load Clari into the warehouse", "build a forecast pipeline".

Reduce the operational cost of a BambooHR connector by removing redundant traffic, oversized data retention, retry waste, and support toil without claiming undocumented API prices. Use when budgeting or right-sizing an HR integration. Trigger with "BambooHR cost", "BambooHR request waste", or "BambooHR integration budget".

Assemble a PII-minimized BambooHR diagnostic receipt using request IDs, statuses, timing, version facts, and redacted configuration. Use when escalating an API incident or preparing a support case. Trigger with "BambooHR debug bundle", "BambooHR support evidence", or "BambooHR request ID".

Configure and select AI models in Cursor for Chat, Composer, and Agent mode. Triggers on "cursor model", "cursor gpt", "cursor claude", "change cursor model", "cursor ai model", "cursor auto mode".

Deploy a BambooHR connector with tenant-isolated secrets, OAuth callback controls, durable token refresh, health probes, and staged rollback. Use when promoting an integration across environments. Trigger with "deploy BambooHR", "BambooHR production deployment", or "BambooHR environment promotion".

Prove a BambooHR tenant connection with one minimal, low-sensitivity request and a redacted receipt. Use when starting an integration or isolating host, credential, and permission failures. Trigger with "BambooHR hello world", "test BambooHR connection", or "first BambooHR request".

Choose and configure BambooHR OAuth 2.0 or API-key authentication without leaking HR credentials. Use when registering a partner integration, wiring token refresh, or repairing tenant authentication. Trigger with "BambooHR auth", "BambooHR OAuth", "BambooHR API key", or "BambooHR token refresh".

Extract Clari Copilot calls, details, users, topics, and scorecards into a governed analytics flow. Use when building conversation or coaching datasets. Trigger with: "export Clari Copilot calls", "build conversation analytics", "load Copilot scorecards".

Create a fast BambooHR development loop with synthetic fixtures, a recording- free fake transport, contract tests, and opt-in test-tenant reads. Use when developing safely without copying employee data onto laptops. Trigger with "BambooHR local dev", "mock BambooHR", or "BambooHR test fixtures".

Analyze and optimize Clari integration consumption across export quota, Copilot requests, transfer, storage, and warehouse work. Use when reducing unnecessary runs. Trigger with: "reduce Clari cost", "budget Clari exports", "tune Clari retention".

Improve BambooHR sync throughput with dataset v2 projection, pagination, deterministic ordering, bounded concurrency, and measured caching. Use when an HR pipeline is slow or creates N+1 traffic. Trigger with "BambooHR performance", "BambooHR slow sync", or "optimize BambooHR pipeline".

Define code, cache, retention, export, and sensitive-path controls for a repository or organization. Use when this operator task needs a current, evidence-backed CodeRabbit workflow. Trigger with "audit CodeRabbit data handling".

Make a go/no-go decision for a BambooHR connector using exact evidence for auth, tenant isolation, HR-data handling, reliability, reconciliation, monitoring, and rollback. Use when reviewing a production launch or material expansion. Trigger with "BambooHR go live", "BambooHR production checklist", or "BambooHR launch review".

Design bounded BambooHR retry, backpressure, and queue behavior from observed responses without inventing numeric quotas. Use when handling 429 or transient gateway failures, or preventing retry storms. Trigger with "BambooHR rate limit", "BambooHR 429", "BambooHR retry", or "BambooHR backoff".

Design a multi-tenant BambooHR connector with explicit auth, ingestion, webhook, queue, storage, destination, reconciliation, and audit boundaries. Use when creating or reviewing production HR integration architecture. Trigger with "BambooHR architecture", "BambooHR system design", or "multi-tenant BambooHR connector".

Select and wrap BambooHR's official Python or PHP SDK, or a narrow direct HTTP adapter, with tenant isolation and typed errors. Use when implementing a reusable client or replacing an unverified community package. Trigger with "BambooHR SDK", "BambooHR client", or "BambooHR integration patterns".

Threat-model and harden a BambooHR integration that handles employee PII, OAuth tokens, API keys, files, and webhooks. Use when reviewing access, storage, logging, or incident controls. Trigger with "secure BambooHR", "BambooHR PII", "BambooHR threat model", or "BambooHR secrets".

Migrate a BambooHR integration across SDK, OpenAPI, auth, dataset, or endpoint changes with pinned evidence, dual-read comparison, and rollback. Use when replacing legacy report/dataset calls or upgrading an official SDK. Trigger with "upgrade BambooHR", "BambooHR migration", or "BambooHR deprecated API".

Create and operate BambooHR event- or field-based webhooks with one-time key custody, HMAC-SHA256 verification, idempotency, and replay controls. Use when building employee-change delivery or diagnosing webhook failures. Trigger with "BambooHR webhook", "BambooHR events", or "BambooHR webhook signature".

A 7-part brand strategy framework for building comprehensive brand foundations. Trigger with phrases like "create brand strategy", "build brand brief", "define brand positioning", "brand messaging", "audience architecture", "brand truth", or "go-to-market brand plan". Use when working with brand strategy.

Build an offline-default CI contract lane for Bright Data and isolate any authorized live probe behind protected controls. Use when adding provider checks to pull requests or release workflows. Trigger with: "test Bright Data in CI", "add a Bright Data contract job", "secure the live CI probe".

Analyze a Clari incident and collect a minimal support bundle with job timelines, contract fingerprints, and secret-safe evidence. Use when escalating a provider or pipeline failure. Trigger with: "collect Clari diagnostics", "build a Clari support bundle", "redact a Clari incident".

Analyze Bright Data proxy and dataset failures using current provider codes without bypassing policy controls. Use when diagnosing 407, 403, 429, 502, snapshot, or delivery failures. Trigger with: "diagnose a Bright Data error", "what does this x-brd code mean", "triage a failed snapshot".

Analyze an approved JavaScript-rendered task through Bright Data Browser API with bounded interaction and evidence. Use when a static request cannot satisfy an authorized public-data workflow and browser rendering is required. Trigger with: "use Bright Data Browser API", "connect Playwright to Bright Data", "collect a rendered public page".

Analyze and operate the Bright Data Web Scraper API async snapshot lifecycle with terminal-state and delivery controls. Use when collecting an approved batch, polling a snapshot, or downloading large structured results. Trigger with: "run a Bright Data dataset job", "poll a Bright Data snapshot", "download Web Scraper API results".

Execute Fondo R&D tax credit workflow: qualify activities, calculate credits, file Form 6765, and claim payroll tax offset for startups. Trigger: "fondo R&D credit", "fondo tax credit", "fondo Form 6765", "startup tax credit".

Govern Bright Data usage with product-aware units, workload attribution, budgets, and abort thresholds without hard-coded prices. Use when forecasting or reducing collection spend. Trigger with: "estimate Bright Data cost", "add a Bright Data budget", "reduce Bright Data usage".

Assemble a Bright Data support bundle that preserves diagnostic value while excluding credentials, target data, and secret-bearing URLs. Use when escalating a persistent proxy, Browser API, snapshot, or delivery incident. Trigger with: "build a Bright Data debug bundle", "prepare evidence for Bright Data support", "redact a Bright Data incident".

Assemble a minimal redacted diagnostic package for configuration, review, CLI, or provider failures. Use when this operator task needs a current, evidence-backed CodeRabbit workflow. Trigger with "build a CodeRabbit debug bundle".

Design and review a bounded Bright Data worker deployment with separate proxy, Browser API, scraper, snapshot, and delivery responsibilities. Use when preparing a runtime topology or deployment manifest. Trigger with: "deploy this Bright Data worker", "design Bright Data queues", "review the Bright Data deployment".

Prove one authorized Bright Data proxy request and capture a redacted connectivity receipt. Use when validating a new zone, testing egress, or separating proxy failures from target failures. Trigger with: "test my Bright Data proxy", "verify this zone", "run a safe Bright Data smoke test".

Bootstrap Bright Data access without mixing proxy-zone credentials and REST API keys. Use when onboarding an integration, changing credential ownership, or proving least-privilege access. Trigger with: "set up Bright Data access", "configure a Bright Data zone", "separate proxy and API credentials".

Deploy a single-writer Clari scheduler with durable job state, atomic publication, observability, and rollback. Use when productionizing recurring Revenue or Copilot extraction. Trigger with: "deploy a Clari pipeline", "schedule Clari exports", "ship Clari integration".

Build a local Bright Data development loop that defaults to synthetic fixtures and makes live traffic explicit. Use when implementing parsers, retry classification, or snapshot handling without spending credits or collecting data. Trigger with: "mock Bright Data locally", "test a Bright Data adapter offline", "add a safe live-test switch".

Run one bounded Clari forecast export through request, status polling, and result retrieval. Use when proving Revenue API connectivity or learning the job lifecycle. Trigger with: "run my first Clari export", "test Clari connectivity", "export a forecast snapshot".

Analyze and tune a Bright Data workload from measured phase latency, failure classes, and bounded experiments instead of undocumented provider assumptions. Use when improving throughput or tail latency. Trigger with: "speed up Bright Data", "tune Browser API performance", "reduce snapshot latency".

Optimize Fondo costs by maximizing R&D tax credits, choosing the right plan, and reducing unnecessary bookkeeping complexity. Trigger: "fondo costs", "fondo pricing", "maximize R&D credit", "fondo ROI".

Gate a Bright Data integration for production with authorization, reliability, cost, data, and rollback evidence. Use when promoting a proxy, Browser API, scraper, snapshot, or delivery workload. Trigger with: "production checklist for Bright Data", "approve this Bright Data rollout", "review a Bright Data release".

Analyze and design Bright Data concurrency and backoff controls from observed provider signals and owned budgets instead of invented global limits. Use when handling 429 responses, dataset job ceilings, or uneven proxy pressure. Trigger with: "tune Bright Data concurrency", "handle Bright Data 429", "set a dataset job budget".

Create a governed Bright Data collection architecture with separate control, collection, quarantine, validation, and delivery trust zones. Use when designing or reviewing a production topology. Trigger with: "architect a Bright Data system", "draw Bright Data trust boundaries", "review collection architecture".

Wrap the official Bright Data Python SDK and REST contracts behind a typed, testable client boundary. Use when adding SDK calls, isolating provider upgrades, or normalizing scraper and Browser API results. Trigger with: "wrap the Bright Data SDK", "design a Bright Data client", "pin Bright Data Python dependencies".

Collect diagnostic information for Fondo support including integration status, transaction discrepancies, and financial data reconciliation issues. Trigger: "fondo debug", "fondo support", "fondo diagnostic", "fondo reconciliation".

Configure a least-privilege Clari identity and validate Revenue API or Copilot credentials without exposing secrets. Use when starting an integration or rotating access. Trigger with: "set up Clari auth", "configure a Clari token", "test Copilot credentials".

Build and test a Clari integration locally with redacted fixtures and a deterministic job simulator. Use when developing without spending quota or exposing customer data. Trigger with: "mock Clari locally", "build Clari fixtures", "test Clari offline".

Review a Bright Data integration for least privilege, public-data authorization, secret containment, and controlled use. Use when approving a target, adding a zone, rotating access, or preparing a security review. Trigger with: "security review Bright Data", "approve a Bright Data target", "audit Bright Data credentials".

Migrate Bright Data SDK, API, product, or response-header contracts with fixture evidence and a reversible canary. Use when upgrading the Python SDK, moving dataset endpoints, renaming Scraping Browser to Browser API, or removing legacy headers. Trigger with: "upgrade Bright Data", "migrate x-luminati headers", "change a Bright Data API contract".

Build a secure receiver and replay contract for Bright Data snapshot delivery without assuming provider IPs, payload size, or retry timing. Use when accepting webhook-style dataset delivery. Trigger with: "receive a Bright Data snapshot", "secure Bright Data delivery", "design Bright Data webhook handling".

Hands-on implementation partner for creating tools, scripts, dashboards, and prototypes. Use when the user wants working software. Trigger with "build", "create tool", "make app", "implement", "prototype", or "automate".

Build secure API authentication systems with OAuth2, JWT, API keys, and session management. Use when implementing secure authentication flows. Trigger with phrases like "build authentication", "add API auth", or "secure the API".

Create API gateways with routing, load balancing, rate limiting, and authentication. Use when routing and managing multiple API services. Trigger with phrases like "build API gateway", "create API router", or "setup API gateway".

Optimize Clari integration latency without violating concurrency, quota, correctness, or duplicate-work controls. Use when exports or Copilot extraction miss an SLO. Trigger with: "speed up Clari exports", "tune Clari polling", "reduce Clari pipeline latency".

Analyze and gate a Clari integration for production with evidence for access, correctness, resilience, privacy, rollback, and ownership. Use when approving a launch or material change. Trigger with: "review Clari readiness", "approve Clari production", "run the Clari launch checklist".

Build automated machine learning pipelines with feature engineering, model selection, and hyperparameter tuning. Use when automating ML workflows from data preparation through model deployment. Trigger with phrases like "build automl pipeline", "automate ml workflow", or "create automated training pipeline".

Analyze and schedule Clari exports, ingestion jobs, and Copilot reads within provider concurrency and quota controls. Use when preventing 429 responses or coordinating workers. Trigger with: "handle Clari rate limits", "schedule Clari jobs", "recover from Clari 429".

Execute use when you need to work with deployment and CI/CD. This skill provides deployment automation and pipeline orchestration with comprehensive guidance and automation. Trigger with phrases like "deploy application", "create pipeline", or "automate deployment".

Build and evaluate classification models for supervised learning tasks with labeled data. Use when requesting "build a classifier", "create classification model", or "train classifier". Trigger with relevant phrases based on skill purpose.

Deploy financial dashboards and reporting tools that consume Fondo data to Vercel, Fly.io, or internal infrastructure. Trigger: "fondo dashboard deploy", "fondo financial dashboard", "deploy finance app".

Configure Clerk for deployment on various platforms. Use when deploying to Vercel, Netlify, Railway, or other platforms, or when setting up production environment. Trigger with phrases like "deploy clerk", "clerk Vercel", "clerk Netlify", "clerk production deploy", "clerk Railway".

Execute use when constructing GitOps workflows using ArgoCD or Flux. Trigger with phrases like "create GitOps workflow", "setup ArgoCD", "configure Flux", or "automate Kubernetes deployments". Generates production-ready configurations, implements best practices, and ensures security-first approach for continuous deployment.

Build production-ready GraphQL servers with schema design, resolvers, and subscriptions. Use when building GraphQL APIs with schemas and resolvers. Trigger with phrases like "build GraphQL API", "create GraphQL server", or "setup GraphQL".

Common Clerk SDK patterns and best practices. Use when implementing authentication flows, accessing user data, or integrating Clerk SDK methods in your application. Trigger with phrases like "clerk SDK", "clerk patterns", "clerk best practices", "clerk API usage".

Verify Fondo setup by checking financial data sync, reviewing categorized transactions, and confirming R&D tax credit eligibility. Trigger: "fondo first sync", "fondo verify", "fondo hello world", "fondo test".

Execute this skill allows AI assistant to construct and configure neural network architectures using the neural-network-builder plugin. it should be used when the user requests the creation of a new neural network, modification of an existing one, or assistance... Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.

Handle sensitive data with Claude — PII redaction, conversation management, Use when working with data-handling patterns. context window optimization, and data retention policies. Trigger with "anthropic data privacy", "claude pii", "anthropic context window", "manage claude conversations", "anthropic data retention".

Set up Fondo account and configure integrations with Gusto, QuickBooks, and bank accounts for automated startup bookkeeping and R&D tax credits. Trigger: "setup fondo", "fondo account", "fondo integrations", "connect fondo".

Execute this skill empowers AI assistant to construct recommendation systems using collaborative filtering, content-based filtering, or hybrid approaches. it analyzes user preferences, item features, and interaction data to generate personalized recommendations... Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.

Collect debug evidence for Anthropic API issues — request IDs, headers, Use when working with debug-bundle patterns. error payloads, and reproduction steps for support tickets. Trigger with "anthropic debug", "claude support ticket", "anthropic request id", "debug claude api call".

Implement security best practices with Clerk authentication. Use when securing your application, reviewing auth implementation, or hardening Clerk configuration. Trigger with phrases like "clerk security", "secure clerk", "clerk best practices", "clerk hardening".

Configure local development workflows that integrate with Fondo for financial data, using Fondo exports with QuickBooks or accounting tools. Trigger: "fondo dev setup", "fondo export", "fondo QuickBooks", "fondo local data".

Generate comprehensive compliance reports for security standards. Use when creating compliance documentation. Trigger with 'generate compliance report', 'compliance status', or 'audit compliance'.

Map AD/Okta groups to Glean document permissions using allowedGroups. Trigger: "glean enterprise rbac", "enterprise-rbac".

Index documents into Glean and search them back using the Indexing and Client APIs. Use when starting a new Glean custom connector, testing search quality, or learning the index/search pattern. Trigger: "glean hello world", "glean example", "glean index document", "glean search".

Triage: Is search returning results? Check Glean status page. Trigger: "glean incident runbook", "incident-runbook".

Deploy Claude-powered applications to Vercel, Fly.io, and Cloud Run Use when working with deploy-integration patterns. with proper secrets management and streaming support. Trigger with "deploy anthropic", "claude production deploy", "anthropic vercel", "deploy claude app".

Implement budget limits, usage alerts, and spending controls for Kling AI. Use when managing costs or preventing overruns. Trigger with phrases like 'klingai cost', 'kling ai budget', 'klingai spending limit', 'video generation costs'.

Implement tool use (function calling) with Claude to let it execute actions, Use when working with embeddings-search patterns. query databases, call APIs, and interact with external systems. Trigger with "anthropic tool use", "claude function calling", "claude tools", "anthropic structured output with tools".

Migrate from another review process through measured coexistence, control mapping, and reversible cohorts. Use when this operator task needs a current, evidence-backed CodeRabbit workflow. Trigger with "migrate to CodeRabbit".

Manage Anthropic workspaces, API keys, team access, and spending limits Use when working with enterprise-rbac patterns. for enterprise Claude deployments. Trigger with "anthropic workspace", "anthropic team management", "claude enterprise", "anthropic api key management".

Send your first message to Claude using the Anthropic SDK. Use when starting a new Claude integration, testing your setup, or learning the Messages API basics. Trigger with phrases like "anthropic hello world", "claude api example", "first claude call", "anthropic quick start".

Execute this skill empowers AI assistant to build reusable terraform modules based on user specifications. it leverages the terraform-module-builder plugin to generate production-ready, well-documented terraform module code, incorporating best practices for sec... Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.

Build scalable WebSocket servers for real-time bidirectional communication. Use when enabling real-time bidirectional communication. Trigger with phrases like "build WebSocket server", "add real-time API", or "implement WebSocket".

Analyzes DXF drawings deterministically — ADA/IBC code compliance, drawing health and QA, quantity takeoff, plain-English summaries, RFI generation, and room/zone detection — with no LLM or API key. Use when a user has a .dxf file and wants to check code compliance, audit drawing quality, pull quantities, summarize a drawing, generate RFIs, or detect rooms and areas. Trigger with "analyze this DXF", "check compliance", "drawing health", "quantity takeoff", "summarize this drawing", "generate RFIs", "detect zones", or "/cad-dxf-agent".

Calculate cryptocurrency tax obligations with cost basis tracking, capital gains computation, and Form 8949 generation. Use when calculating crypto taxes, generating tax reports, comparing cost basis methods, or identifying taxable events. Trigger with phrases like "calculate crypto taxes", "generate tax report", "cost basis FIFO", "capital gains", "Form 8949", or "crypto taxable events".

Improve a Linktree visitor path with destination, mobile, content-order, and Insights evidence. Use when a profile is slow, confusing, or underperforming. Trigger with "optimize Linktree performance".

Converts calendar events and schedules into Claude Code workflows, meeting prep documents, and standup notes. Use when the user mentions calendar events, meeting prep, standup generation, or scheduling workflows. Trigger with phrases like "prep for my meetings", "generate standup notes", "create workflow from calendar", or "summarize today's schedule".

Design behavior for default, development, release, and hotfix targets using supported auto-review controls. Use when this operator task needs a current, evidence-backed CodeRabbit workflow. Trigger with "configure CodeRabbit by branch".

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 responding", "anthropic 529".

Review and gate a Linktree profile, campaign, audience, commerce, or partner-integration change before production. Use when approving a release. Trigger with "Linktree production checklist".

Isolate difficult Canva Connect failures without rotating credentials, replaying writes, or leaking customer data. Use when investigating intermittent transport, OAuth, async-job, capability, or preview-feature failures. Trigger with: "deep debug Canva", "Canva intermittent failure", "prepare Canva support evidence".

Choose a Canva Connect integration architecture from explicit trust, workload, and recovery constraints. Use when deciding between a backend monolith, service plus workers, or isolated multi-tenant services. Trigger with: "design Canva architecture", "scale Canva integration", "choose Canva topology".

Measure review adoption, latency, findings, usage, and outcomes from documented dashboards, exports, reports, or API data. Use when this operator task needs a current, evidence-backed CodeRabbit workflow. Trigger with "measure CodeRabbit reviews".

Build backpressure and capacity controls from an approved Linktree partner contract without publishing guessed quotas. Use when authorized automation needs reliability limits. Trigger with "plan Linktree capacity".

Build credential-free Canva contract tests with a separately protected live read. Use when testing adapters, OAuth boundaries, OpenAPI drift, fork behavior, or deployment readiness. Trigger with: "test Canva in CI", "add Canva contract tests", "secure Canva GitHub Actions".

Analyze and classify Canva Connect failures by HTTP status, provider error code, operation, and authorization state. Use when deciding whether to refresh, reauthorize, wait, reconcile, correct input, or escalate. Trigger with: "Canva API error", "Canva 401", "Canva 403 or 429".

Create an authorized Canva design and export it through a reconciled asynchronous job. Use when performing design creation, supported-format selection, export polling, and safe result handling. Trigger with: "create Canva design", "export Canva design", "poll Canva export".

Gate Lucid REST, Standard Import, and Extension API changes with deterministic checks. Use when adding CI to a Lucid integration. Trigger with "add Lucid CI".

Operate Canva assets, brand-template autofill, and folders with explicit rights and asynchronous reconciliation. Use when performing uploads, dataset validation, autofill jobs, or folder changes. Trigger with: "upload Canva asset", "autofill brand template", "manage Canva folder".

Reduce unnecessary Canva Connect operations using measured request, retry, cache, and premium-feature evidence. Use when reviewing usage, trial-quota pressure, deduplication, or budget guardrails. Trigger with: "reduce Canva usage", "Canva quota planning", "optimize Canva calls".

Analyze and govern Canva credentials, user metadata, designs, assets, comments, and temporary result URLs across their lifecycle. Use when defining collection, storage, access, retention, deletion, or privacy controls. Trigger with: "classify Canva data", "Canva retention", "delete Canva integration data".

Triage Lucid authentication, scope, version, import, export, extension, and connector failures from bounded evidence. Use when a Lucid integration fails. Trigger with "troubleshoot Lucid".

Create and verify a Lucidchart document through the documented Standard Import REST workflow. Use when generating a diagram from governed data. Trigger with "create Lucid document".

Build and verify a Lucid editor extension that imports or synchronizes governed data. Use when connecting an approved data source to Lucidchart. Trigger with "sync data to Lucidchart".

Assemble a minimal Canva Connect diagnostic bundle without credentials, customer content, raw payloads, or full headers. Use when preparing an incident handoff or provider escalation. Trigger with: "Canva debug bundle", "collect Canva evidence", "sanitize Canva diagnostics".

Improve review speed and signal using measured scope, config, cache, and review behavior without timing bands. Use when this operator task needs a current, evidence-backed CodeRabbit workflow. Trigger with "tune CodeRabbit performance".

Deploy a Canva Connect backend with exact redirect URIs, runtime-only secrets, protected migrations, and verified rollback. Use when promoting to staging or production. Trigger with: "deploy Canva integration", "configure Canva callback", "release Canva backend".

Implement application-owned authorization from Canva scopes, user capabilities, resource ownership, and tenant policy. Use when gating Enterprise or privileged operations without inventing a Canva custom-role API. Trigger with: "Canva RBAC", "check Canva capability", "authorize Canva action".

Verify a Canva Connect integration with a minimal read-only identity request and a redacted receipt. Use when proving OAuth, endpoint reachability, and response shape before any design or asset mutation. Trigger with: "test Canva connection", "Canva hello world", "verify Canva auth".

Analyze and contain a Canva Connect incident with evidence-led recovery. Use when authentication, design, export, asset, webhook, or provider failures affect users. Trigger with: "Canva incident", "Canva outage", "triage Canva production".

Implement Canva Connect OAuth 2.0 Authorization Code with SHA-256 PKCE on a backend. Use when creating an integration, adding explicit scopes, handling callback state, or rotating single-use refresh tokens. Trigger with: "set up Canva OAuth", "Canva PKCE", "refresh Canva token".

Analyze a Canva Connect implementation for recurring authorization, async-job, preview, data, and retry hazards. Use when reviewing code, preparing release, or investigating repeated failures. Trigger with: "review Canva pitfalls", "audit Canva integration", "find Canva anti-patterns".

Design a mock-first Canva capacity test and a tightly authorized provider probe. Use when sizing queues, workers, token-refresh serialization, or endpoint concurrency without inventing universal quotas. Trigger with: "load test Canva", "size Canva workers", "Canva capacity plan".

Configure local Canva Connect development with contract fixtures and an optional dedicated OAuth integration. Use when building adapters, callbacks, async-job handling, or UI flows without using production credentials. Trigger with: "Canva local setup", "mock Canva API", "test Canva callback locally".

Plan and execute a staged migration into or across Canva Connect application boundaries. Use when replacing a legacy design provider, moving token or job infrastructure, or introducing new Canva API surfaces. Trigger with: "migrate to Canva", "Canva strangler migration", "move Canva integration".

Configure isolated development, staging, and production Canva integrations. Use when separating redirect URIs, credentials, users, token stores, scopes, data, and audit evidence across environments. Trigger with: "Canva environments", "Canva staging setup", "separate Canva credentials".

Implement low-cardinality metrics, traces, logs, and alerts for Canva Connect workflows. Use when measuring API health, authorization failures, async-job reconciliation, queue pressure, or token rotation without exposing protected data. Trigger with: "monitor Canva", "Canva metrics", "Canva tracing".

Optimize Canva Connect latency and throughput from measured application evidence. Use when tuning metadata caches, pagination, connection reuse, async-job polling, or endpoint concurrency under explicit freshness and safety budgets. Trigger with: "speed up Canva", "tune Canva polling", "optimize Canva performance".

Implement repository and runtime controls for Canva Connect authorization, secrets, previews, data, retries, and CI trust. Use when converting integration policy into testable deny-by-default checks. Trigger with: "add Canva guardrails", "lint Canva integration", "enforce Canva policy".

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 auth", "configure anthropic API key".

Gate a Canva Connect release on authorization, review eligibility, data controls, async recovery, observability, and rollback evidence. Use when promoting a backend integration or enabling a new Canva operation. Trigger with: "Canva production checklist", "release Canva integration", "Canva go-live review".

Review Lucid licensing, seats, plan capabilities, and integration operating effort without fabricating usage prices. Use when controlling Lucidchart total cost or right-sizing access. Trigger with "reduce Lucidchart cost".

Assemble a redacted, reproducible Lucid integration diagnostic bundle. Use when an API, Standard Import, extension, export, or data connector failure needs escalation. Trigger with "build Lucid debug bundle".

Implement endpoint- and user-scoped Canva throttling with bounded backoff and reconciliation. Use when handling HTTP 429, sizing concurrency, or preventing duplicate asynchronous jobs. Trigger with: "Canva rate limit", "Canva 429", "throttle Canva requests".

Implement a Canva Connect backend reference architecture with policy, OAuth, job reconciliation, and privacy-safe operations. Use when establishing service boundaries, ownership, storage, and recovery for production. Trigger with: "Canva reference architecture", "design Canva backend", "Canva service layout".

Implement Canva reliability controls for transport failures, asynchronous jobs, token rotation, throttling, and dead letters. Use when preventing duplicate writes or recovering safely across timeouts and restarts. Trigger with: "Canva retries", "Canva circuit breaker", "recover Canva job".

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".

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", "anthropic concurrent requests".

Package, validate, stage, publish, and roll back a Lucid extension or data connector. Use when moving a tested Lucid integration beyond local development. Trigger with "deploy Lucid integration".

Make an evidence-backed go-live decision for installation, configuration, governance, security, continuity, and operations. Use when this operator task needs a current, evidence-backed CodeRabbit workflow. Trigger with "review CodeRabbit go-live".

Analyze PR, IDE, and CLI limits using the current per-developer hourly contract and usage evidence. Use when this operator task needs a current, evidence-backed CodeRabbit workflow. Trigger with "check CodeRabbit rate limits".

Implement a narrow typed Canva Connect REST adapter from a pinned OpenAPI contract. Use when generating or hand-writing request types, response validation, error classification, and tenant-safe client boundaries. Trigger with: "Canva SDK pattern", "generate Canva client", "type Canva API".

Implement the Canva Connect security baseline for backend OAuth, least privilege, tenant isolation, logging, revocation, and preview webhook verification. Use when threat-modeling, reviewing, or hardening an integration. Trigger with: "secure Canva integration", "Canva token security", "verify Canva webhook".

Plan and verify a Canva Connect contract upgrade from pinned OpenAPI and changelog evidence. Use when endpoints, scopes, enums, validation, deprecations, or preview behavior change. Trigger with: "upgrade Canva API", "Canva breaking change", "diff Canva OpenAPI".

Implement Canva preview webhook verification, routing, replay defense, and idempotent processing. Use when receiving supported notification types in a non-public or otherwise eligible integration. Trigger with: "Canva webhook", "verify Canva signature", "handle Canva notification".

Build a synthetic-data CI gate for customer-controlled Abridge integration code without calling undocumented vendor interfaces. Use when adding regression checks to an Abridge deployment repository. Trigger with "test the Abridge integration".

Triage Abridge recording, note-review, Epic handoff, and access failures from observed evidence without inventing vendor error codes. Use when an Abridge clinical workflow is degraded. Trigger with "diagnose this Abridge issue".

Design and verify the clinician workflow from consent through recording, draft review, Linked Evidence, and final note disposition. Use when implementing or auditing an Abridge clinical documentation pathway. Trigger with "map the Abridge note workflow".

Verify the approved handoff of clinician-reviewed Abridge note sections into Epic templates and downstream workflows. Use when configuring or auditing Abridge-to-Epic documentation flow. Trigger with "verify the Abridge Epic handoff".

Evaluate Abridge adoption, workflow value, and avoidable operational friction without inventing prices or vendor billing meters. Use when reviewing an Abridge rollout or renewal. Trigger with "analyze Abridge value".

Produce a PHI-minimized Abridge support bundle with provenance, redaction, and protected escalation boundaries. Use when support needs reproducible evidence for an Abridge issue. Trigger with "build an Abridge debug bundle".

Plan and control a staged Abridge rollout across clinical cohorts and EHR workflows without pretending to deploy vendor infrastructure. Use when preparing an Abridge pilot or expansion. Trigger with "plan the Abridge rollout".

Run a bounded Abridge smoke test through the documented user workflow using an approved test encounter and no invented API. Use when validating a new tenant or pilot cohort. Trigger with "smoke test Abridge".

Establish Abridge tenant access, identity ownership, and approved EHR integration prerequisites without fabricating public credentials or endpoints. Use when onboarding an Abridge implementation. Trigger with "configure Abridge access".

Build a local synthetic rehearsal for customer-owned Abridge workflow adapters and failure states. Use when developing integration code without access to patient data or a documented public Abridge sandbox. Trigger with "create an Abridge dev loop".

Measure and improve Abridge workflow latency and friction using privacy-safe health-system evidence. Use when clinicians report slow capture, note readiness, review, or EHR handoff. Trigger with "measure Abridge performance".

Run an evidence-backed Abridge production readiness decision across clinical, privacy, security, EHR, training, support, and rollback owners. Use when preparing a pilot or cohort expansion. Trigger with "review Abridge go-live".

Analyze and control capacity, queueing, and backpressure for a tenant-specific Abridge integration without inventing public limits or headers. Use when handling concurrency or throttling requirements. Trigger with "plan Abridge capacity".

Define an Abridge reference architecture that separates vendor, EHR, identity, device, customer, and clinical authority boundaries. Use when reviewing an enterprise Abridge design. Trigger with "design the Abridge architecture".

Implement a narrow customer-owned adapter around an approved Abridge tenant interface without claiming a public SDK. Use when coding against vendor-issued integration specifications. Trigger with "build the Abridge adapter".

Review Abridge deployment controls across data handling, identity, devices, EHR workflows, support, auditability, and incident response. Use when conducting a security assessment or control renewal. Trigger with "audit Abridge security".

Plan a reversible Abridge tenant, care-setting, note-template, or EHR workflow change from authoritative release evidence. Use when migrating an Abridge implementation. Trigger with "plan the Abridge migration".

Implement and verify callbacks only from an approved tenant-specific Abridge event contract, with replay and PHI protections. Use when vendor implementation documents authorize event delivery. Trigger with "build the Abridge event handler".

Build a fail-closed CI lane for CAST AI configuration without exposing production credentials to untrusted changes. Use when validating CAST AI Terraform, Helm values, workload annotations, or an authorized read-only API smoke test. Trigger with: "test CAST AI in CI", "gate CAST AI changes", "add a CAST AI contract job".

Build this skill automates the adaptation of pre-trained machine learning models using transfer learning techniques. it is triggered when the user requests assistance with fine-tuning a model, adapting a pre-trained model to a new dataset, or performing... Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.

Scaffold production-ready AI agents on Google's Agent Development Kit (ADK): ReAct-style single agents, multi-agent orchestration (Sequential/Parallel/Loop), tool wiring, evaluation, and optional Vertex AI Agent Engine deployment. Use when building, scaffolding, or deploying ADK agents on Google Cloud, or when wiring ADK tools and orchestration patterns. Trigger with "build an ADK agent", "scaffold an agent on ADK", or "deploy to Agent Engine".

Deploy and orchestrate Vertex AI ADK agents using A2A protocol. Manages AgentCard discovery, task submission, Code Execution Sandbox, and Memory Bank. Use when asked to "deploy ADK agent" or "orchestrate agents". Trigger with phrases like 'deploy', 'infrastructure', or 'CI/CD'.

Execute software engineer specializing in creating production-ready ADK agents with best practices, code structure, testing, and deployment automation. Use when asked to "build ADK agent", "create agent code", or "engineer ADK application". Trigger with relevant phrases based on skill purpose.

Execute use when provisioning Vertex AI ADK infrastructure with Terraform. Trigger with phrases like "deploy ADK terraform", "agent engine infrastructure", "provision ADK agent", "vertex AI agent terraform", or "code execution sandbox terraform". Provisions Agent Engine runtime, 14-day code execution sandbox, Memory Bank, VPC Service Controls, IAM roles, and secure multi-agent infrastructure.

Isolate complex Adobe failures across DNS/TLS, auth, entitlement, schema, async state, storage, Runtime, and downstream layers without leaking credentials or content. Use when the task requires adobe layered failure isolation. Trigger with "deep debug Adobe", "Adobe job stuck", or "Adobe intermittent failure".

Choose among direct service integration, Adobe App Builder, and a dedicated queued worker using evidence about ownership, latency, scale, storage, events, and operations. Use when the task requires adobe architecture variant decision. Trigger with "choose Adobe architecture", "App Builder or microservice", or "Adobe design options".

Build deterministic CI gates for Adobe adapters without giving fork jobs credentials or spending against live creative/document APIs. Use when testing integration changes. Trigger with "test Adobe in CI", "Adobe contract tests", or "gate Adobe deploy".

Diagnose Cohere v2 authentication, validation, model, quota, transport, and provider failures from redacted evidence. Use when a Cohere request fails. Trigger with "Cohere error", "Cohere 429", or "debug Cohere API".

Classify Adobe failures from redacted response evidence and select the smallest bounded recovery. Use across auth, Firefly, Photoshop, PDF Services, Events, and App Builder. Use when the task requires adobe response-led error triage. Trigger with "fix Adobe error", "Adobe 403", or "Adobe API failed".

Run a current Adobe Firefly image generation job with prompt approval, response-led polling, artifact custody, and cancellation. Use for approved creative automation. Use when the task requires firefly controlled async generation. Trigger with "generate with Firefly", "Firefly async job", or "Adobe image generation".

Execute an Adobe PDF Services operation through explicit asset custody, asynchronous status, output verification, and cleanup. Use for approved document conversion, extraction, or generation. Use when the task requires pdf services controlled document job. Trigger with "process PDF with Adobe", "PDF Services job", or "Adobe document automation".

Reduce Adobe integration spend using contract, invoice, usage, queue, storage, and retry evidence instead of invented per-call prices. Use when the task requires adobe workload cost and waste review. Trigger with "reduce Adobe cost", "Adobe spend review", or "PDF transaction budget".

Analyze and enforce classification, minimization, signed-URL custody, retention, deletion, content provenance, and privacy-request boundaries for Adobe workflows. Use when the task requires adobe data custody and privacy review. Trigger with "Adobe data handling", "PDF privacy", or "Firefly content policy".

Assemble a minimal, reproducible Adobe diagnostic bundle with default-deny collection and verifiable redaction. Use for engineering or Adobe support escalation. Use when the task requires adobe redacted diagnostic bundle. Trigger with "Adobe debug bundle", "collect Adobe diagnostics", or "prepare Adobe support case".

Deploy an Adobe-backed service or App Builder application with isolated environments, immutable artifacts, canaries, observability, and rollback. Use when the task requires adobe integration deployment. Trigger with "deploy Adobe integration", "aio app deploy", or "promote Adobe app".

Govern Adobe Developer Console roles, product profiles, technical accounts, User Management API automation, and periodic access review. Use when the task requires adobe enterprise access governance. Trigger with "Adobe RBAC", "Adobe product profiles", or "Adobe user provisioning".

Prove one Adobe API connection with a current, read-only or synthetic operation and a content-safe receipt. Use during onboarding before any production workflow. Use when the task requires adobe minimal access proof. Trigger with "Adobe hello world", "test Adobe connection", or "verify Adobe entitlement".

Triage, contain, recover, and review Adobe auth, product, async-job, event, storage, spend, or App Builder incidents with evidence. Use when the task requires adobe integration incident command. Trigger with "Adobe incident", "Firefly outage", or "Adobe credential leak".

Select and prove the correct Adobe authentication model, entitlement, product profile, and secret lifecycle before integration work. Use when creating or repairing Adobe credentials. Trigger with "set up Adobe auth", "Adobe OAuth server-to-server", or "Adobe user authentication".

Detect current high-risk Adobe integration traps before they become production incidents. Use when the task requires adobe integration pitfall review. Trigger with "Adobe pitfalls", "review Adobe integration", or "find obsolete Adobe code".

Derive a safe Adobe workload envelope from synthetic load, queue/backpressure behavior, current service constraints, spend, and output correctness. Use when the task requires adobe capacity and load envelope. Trigger with "load test Adobe", "scale Firefly jobs", or "Adobe capacity plan".

Build a repeatable local loop for Adobe adapters using synthetic contracts before any remote Runtime or product call. Use when implementing or debugging locally. Trigger with "develop Adobe integration locally", "mock Adobe API", or "aio app dev".

Analyze and execute a multi-workload migration into or across Adobe services with contract evidence, dependency waves, dual-run reconciliation, cost controls, and rollback. Use when the task requires adobe platform migration program. Trigger with "Adobe migration plan", "move workflow to Adobe", or "Adobe platform consolidation".

Separate Adobe development, stage, and production organizations/projects/workspaces, credentials, profiles, storage, events, budgets, and evidence. Use when the task requires adobe multi-environment isolation. Trigger with "Adobe environments", "separate Adobe staging", or "Adobe workspace setup".

Instrument Adobe integrations with redacted structured logs, request/job/activation correlation, service-level indicators, alerts, and evidence retention. Use when the task requires adobe content-safe observability. Trigger with "monitor Adobe API", "Adobe observability", or "App Builder logs".

Improve Adobe integration latency and throughput from measurements while preserving correctness, policy, and spend boundaries. Use when the task requires adobe measured performance tuning. Trigger with "tune Adobe performance", "reduce Firefly latency", or "optimize PDF jobs".

Analyze and enforce repository, runtime, data, spend, endpoint, and approval guardrails without guessing secret formats or content-policy rules. Use when the task requires adobe policy and execution guardrails. Trigger with "Adobe guardrails", "block unsafe Adobe calls", or "Adobe policy checks".

Issue an evidence-backed production decision across Adobe auth, entitlements, API versions, data custody, async reliability, spend, observability, and rollback. Use before launch or a material integration change. Use when the task requires adobe production readiness decision. Trigger with "Adobe production checklist", "approve Adobe launch", or "Adobe go-live review".

Implement service-specific Adobe admission control, Retry-After handling, bounded retries, and spend-aware queues. Use when scaling workloads or handling 429 responses. Trigger with "Adobe rate limit", "Adobe 429", or "Adobe backoff".

Define a production Adobe architecture spanning identity, service adapters, async workers, asset custody, I/O Events, App Builder, evidence, and recovery. Use when the task requires adobe integration reference architecture. Trigger with "design Adobe architecture", "Adobe reference architecture", or "standardize Adobe services".

Analyze and design idempotency, bounded polling, per-service circuits, durable queues, DLQ/replay, degradation, and reconciliation for Adobe workloads. Use when the task requires adobe async reliability controls. Trigger with "Adobe reliability", "Firefly retry design", or "PDF job recovery".

Create narrow, version-pinned Adobe SDK and REST adapters with typed contracts, redaction, bounded polling, and compatibility evidence. Use when writing or upgrading integration code. Trigger with "Adobe SDK patterns", "wrap Adobe API", or "review Adobe client".

Establish least privilege, credential rotation, webhook authenticity, signed-URL custody, log minimization, and destructive-action controls. Use when designing or hardening Adobe integrations. Trigger with "secure Adobe integration", "rotate Adobe secret", or "verify Adobe webhook".

Migrate Adobe integrations away from Service Account JWT, Photoshop v1, retired Lightroom Firefly Services, or drifting SDK/API contracts with canaries and rollback. Use when the task requires adobe end-of-life and contract migration. Trigger with "upgrade Adobe integration", "migrate Adobe JWT", or "Photoshop v2 migration".

Implement Adobe I/O Events registration, challenge validation, authentic delivery, idempotent enqueue, replay operations, and disablement recovery. Use when the task requires adobe i/o events authentic delivery. Trigger with "Adobe webhook", "Adobe I/O Events", or "verify Adobe event".

Notion-as-source-of-truth dispatch board for running your work like an AI agency. One Tasks database is the source of truth; tasks flow Suggestion through Discussion, To-Do, In Progress, and Done with subtasks, recurring cadences, dependencies, and template subtrees. Batch execution fans approved To-Do rows out to parallel agents with per-task model selection. Use when capturing chat to Notion, running the To-Do queue, suggesting, approving, or discussing tasks, or coordinating multi-task batches. Trigger with "/agency-os" subcommands or natural-language variants ("add a suggestion: …", "let's discuss X", "run the queue").

Execute proactive auto-loading: automatically detects and loads agents.md files. Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.

Create production-grade agent .md files aligned with the current Anthropic subagent contract. Also validates existing agents against the marketplace compliance rules. Use when building custom subagents, reviewing agent quality, or creating parallel agent architectures for orchestrator skills. Trigger with "/agent-creator", "create an agent", "build a subagent", or "validate my agent". Make sure to use this skill whenever creating agents/*.md files for plugins or standalone use.

Execute this skill should be used when the user asks about "SPAWN REQUEST format", "agent reports", "agent coordination", "parallel agents", "report format", "agent communication", or needs to understand how agents coordinate within the sprint system. Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.

Generate a local repository risk receipt before Claude Code or other AI-agent edits. Use when the user asks to prepare a repository for agent changes, check for risky hooks or credential-writing automation, or run the /agent-preflight command. Trigger with "run agent preflight", "check this repo before agent edits", or "/agent-preflight".

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 locally", "claude dev workflow".

Aggregate breaking cryptocurrency news from 50+ sources including CoinDesk, CoinTelegraph, The Block, and Decrypt. Use when needing to monitor crypto market news, track announcements, or find coin-specific updates. Trigger with phrases like "get crypto news", "latest Bitcoin headlines", "DeFi announcements", "scan for breaking news", or "check crypto updates".

Aggregate and centralize performance metrics from applications, systems, databases, caches, and services. Use when consolidating monitoring data from multiple sources. Trigger with phrases like "aggregate metrics", "centralize monitoring", or "collect performance data".

Build a Cohere v2 RAG pipeline with asymmetric embeddings, retrieval, Rerank v4, grounded Chat, and citation validation. Use when implementing grounded question answering. Trigger with "Cohere RAG", "Cohere retrieval", or "Cohere citations".

Generates customized business agreements for 10 common relationship types with plain English annotations. Use when formalizing a business relationship, creating a partnership agreement, or drafting a service contract from scratch. Trigger with "/agreement-generator" or "create a freelancer agreement".

Gate Alchemy integration changes with deterministic unit, contract, fork, secret, and negative-path checks. Use when adding Alchemy to CI or hardening an existing pipeline. Trigger with "Alchemy CI", "Alchemy GitHub Actions", or "test Alchemy in CI".

Classify Alchemy authentication, JSON-RPC, Data API, throughput, and partial-response failures before applying bounded recovery. Use when an Alchemy integration fails or degrades. Trigger with "Alchemy error", "Alchemy 429", or "debug an Alchemy request".

Design a multi-chain holdings workflow on Alchemy Portfolio APIs with explicit pagination, partial-failure, privacy, and reconciliation contracts. Use when building wallet portfolio views. Trigger with "Alchemy portfolio", "multi-chain token balances", or "wallet holdings dashboard".

Build an NFT discovery workflow with Alchemy NFT API v3 and isolate typed on-chain reads through viem. Use when creating collection explorers or ownership checks. Trigger with "Alchemy NFT API", "NFT collection explorer", or "read an NFT contract".

Govern Alchemy compute usage and spend with current account evidence, workload attribution, budgets, and reversible optimizations. Use when forecasting or reducing Alchemy cost. Trigger with "Alchemy cost", "Alchemy compute units", or "reduce Alchemy spend".

Collect a deterministic, secret-safe Alchemy diagnostic bundle for triage and escalation. Use when a provider issue needs reproducible evidence. Trigger with "Alchemy debug bundle", "collect Alchemy diagnostics", or "prepare an Alchemy support case".

Deploy an Alchemy-backed service through environment-scoped credentials, chain assertions, canaries, and rollback gates. Use when promoting an integration to hosted environments. Trigger with "deploy Alchemy integration", "Alchemy production deploy", or "promote an Alchemy service".

Build a minimal, reviewable Alchemy EVM read with viem and prove its network, authentication, and failure behavior. Use when starting an Alchemy integration or replacing an SDK sample. Trigger with "Alchemy hello world", "read an Ethereum block", or "test my Alchemy connection".

Select and prove the current Alchemy client, key type, network, and authentication boundary before integration work. Use when creating or repairing Alchemy connectivity. Trigger with "set up Alchemy", "configure an Alchemy API key", or "choose viem or Wallet APIs".

Establish a deterministic local EVM development loop with pinned forks, synthetic fixtures, and bounded Alchemy usage. Use when adding local chain tests or repairing flaky fork-based development. Trigger with "Alchemy local dev", "Hardhat fork with Alchemy", or "pin a mainnet fork".

Tune Alchemy-backed reads with measured latency, cache semantics, batching, concurrency, and freshness SLOs. Use when an integration is slow or wasteful. Trigger with "optimize Alchemy performance", "cache Alchemy data", or "reduce Alchemy latency".

Make an evidence-backed go or no-go decision for an Alchemy-backed production release. Use when reviewing a launch or material integration change. Trigger with "Alchemy production checklist", "Alchemy go-live review", or "is this Alchemy integration ready".

Design account-aware Alchemy throttling, bounded retries, and admission control from observed throughput rather than stale plan constants. Use when preventing or handling rate limits. Trigger with "Alchemy rate limit", "Alchemy throughput", or "fix Alchemy 429s".

Build a bounded Cohere v2 tool-use loop with JSON Schema, explicit dispatch, result correlation, and approval gates. Use when adding Cohere-powered agents or function calling. Trigger with "Cohere tool use", "Cohere agent", or "Cohere function calling".

Design a production Alchemy architecture with capability-specific adapters, explicit trust boundaries, partial-state semantics, and reversible operations. Use when reviewing or creating an Alchemy-backed system. Trigger with "Alchemy architecture", "design an Alchemy dApp backend", or "review Alchemy boundaries".

Route Alchemy work to viem, direct Data APIs, Wallet APIs v5, or Solana Web3.js without reviving the archived SDK. Use when designing shared clients and adapters. Trigger with "Alchemy SDK pattern", "replace alchemy-sdk", or "choose an Alchemy client".

Analyze and secure Alchemy credentials, browser access, wallet authority, webhook verification, and untrusted chain data. Use when securing an Alchemy-backed application. Trigger with "secure Alchemy", "Alchemy API key exposure", or "verify an Alchemy webhook".

Migrate archived Alchemy JavaScript SDK integrations to current capability-specific clients with parity, canary, and rollback evidence. Use when removing alchemy-sdk or upgrading Wallet APIs. Trigger with "migrate alchemy-sdk", "replace alchemy-web3", or "upgrade Wallet APIs to v5".

Operate Alchemy Notify webhooks with raw-body HMAC verification, idempotent intake, durable processing, and safe lifecycle changes. Use when implementing or repairing blockchain event delivery. Trigger with "Alchemy webhook", "Alchemy Notify", or "verify X-Alchemy-Signature".

Build and review a bounded CI gate for Algolia index configuration and disposable-index smoke tests. Use when search changes need pull-request evidence without mutating production. Trigger with "Algolia CI", "test Algolia in GitHub Actions", or "search deployment gate".

Diagnose Algolia request, credential, index, task, and query failures from concrete evidence. Use when an integration returns 4xx or 5xx responses, stale results, or unexpected empty hits. Trigger with "debug Algolia error", "Algolia 403", or "Algolia search failed".

Implement or review a single-index Algolia search contract with filters, facets, pagination, and highlighting. Use when building product or content search against the JavaScript v5 client. Trigger with "Algolia search workflow", "add facets", or "searchSingleIndex".

Build a reliable Algolia indexing pipeline for full replacements, incremental updates, settings, synonyms, and rules. Use when a source of truth must publish deterministic search state. Trigger with "Algolia indexing workflow", "replace index records", or "sync Algolia".

Audit Algolia usage drivers and propose measurable cost controls without hard-coded plan prices. Use when search spend, request volume, record count, replicas, or optional features need investigation. Trigger with "Algolia cost audit", "reduce Algolia usage", or "Algolia bill".

Design and audit the data lifecycle for records and user events sent to Algolia. Use when minimizing indexed fields, handling deletion requests, or documenting retention and privacy boundaries. Trigger with "Algolia privacy", "delete Algolia user data", or "index data review".

Collect a bounded, secret-safe Algolia diagnostic bundle for an incident or support escalation. Use when a reproducible search or indexing failure needs portable evidence. Trigger with "Algolia debug bundle", "collect Algolia diagnostics", or "Algolia support evidence".

Plan and verify deployment of an Algolia-backed application with separated browser and server credentials. Use when releasing search code, index configuration, or event instrumentation. Trigger with "deploy Algolia", "Algolia production rollout", or "search release checklist".

Map workforce roles and application actors to Algolia team permissions, API-key ACLs, and secured-key restrictions. Use when reviewing least privilege, tenancy, SSO requirements, or access rotation. Trigger with "Algolia RBAC", "Algolia SSO", or "Algolia tenant access".

Create a minimal Algolia JavaScript v5 indexing and search proof using a disposable index. Use when verifying credentials, learning the client boundary, or proving first connectivity. Trigger with "Algolia hello world", "first Algolia search", or "test Algolia setup".

Diagnose and manage an Algolia-backed search incident with evidence, containment, and reversible recovery. Use when users see failed, stale, slow, or irrelevant search results. Trigger with "Algolia incident", "search outage", or "Algolia degraded".

Install and verify the Algolia JavaScript v5 client with least-privilege credential separation. Use when bootstrapping a backend, browser search client, or environment configuration. Trigger with "install Algolia", "configure Algolia auth", or "Algolia API key setup".

Create a fast local development loop for Algolia record transforms and search behavior without contaminating shared indices. Use when iterating on search code, fixtures, or client wrappers. Trigger with "Algolia local development", "mock Algolia", or "test search locally".

Plan and execute a reversible migration from another search system or legacy index design to Algolia. Use when translating schemas, queries, relevance behavior, or production traffic. Trigger with "migrate to Algolia", "Algolia cutover", or "search engine migration".

Design isolated Algolia development, staging, preview, and production targets with explicit promotion rules. Use when environments share credentials or index names, or previews need bounded search data. Trigger with "Algolia environments", "Algolia staging setup", or "preview index".

Instrument an Algolia integration for actionable availability, latency, freshness, relevance, and event-health signals. Use when defining dashboards, alerts, traces, or service objectives. Trigger with "monitor Algolia", "Algolia metrics", or "search observability".

Analyze and optimize an Algolia search path using repository and production evidence instead of universal latency targets. Use when search feels slow, payloads are large, or rendering regresses. Trigger with "tune Algolia performance", "slow Algolia search", or "search latency".

Run a fail-closed production readiness review for an Algolia-backed search release. Use when promoting new indices, settings, credentials, UI behavior, or event tracking. Trigger with "Algolia production checklist", "search go-live", or "Algolia launch review".

Monitor and optimize Algolia request pressure using observed responses and bounded client behavior. Use when requests return 429, queues grow, or search and indexing compete for capacity. Trigger with "Algolia rate limit", "Algolia 429", or "throttle indexing".

Design or review an Algolia search architecture across source data, indexing, query, UI, events, and operations. Use when establishing system boundaries or evaluating an existing integration. Trigger with "Algolia architecture", "design search platform", or "review Algolia integration".

Create or review a typed application adapter around the Algolia JavaScript v5 client. Use when client calls, index names, errors, task waits, and credential usage are scattered. Trigger with "Algolia SDK patterns", "Algolia client wrapper", or "refactor search client".

Audit and harden Algolia credentials, record exposure, index restrictions, and tenant search controls. Use when reviewing frontend keys, backend ACLs, key rotation, or data visibility. Trigger with "secure Algolia", "Algolia key audit", or "Algolia security review".

Migrate an Algolia JavaScript client integration from v4 to v5 with inventory, compatibility tests, and rollback. Use when removing initIndex, updating client methods, or reconciling mixed major versions. Trigger with "upgrade Algolia v5", "remove initIndex", or "Algolia SDK migration".

Implement and validate Algolia click, conversion, and view events while separating them from source-to-index synchronization. Use when adding Insights, query attribution, or event-driven record updates. Trigger with "Algolia Insights", "track search conversion", or "sync database to Algolia".

Execute this skill enables AI assistant to analyze capacity requirements and plan for future growth. it uses the capacity-planning-analyzer plugin to assess current utilization, forecast growth trends, and recommend scaling strategies. use this skill when the u... Use when analyzing code or data. Trigger with phrases like 'analyze', 'review', or 'examine'.

Process use when you need to work with database indexing. This skill provides index design and optimization with comprehensive guidance and automation. Trigger with phrases like "create indexes", "optimize indexes", or "improve query performance".

Analyze dependencies for known security vulnerabilities and outdated versions. Use when auditing third-party libraries. Trigger with 'check dependencies', 'scan for vulnerabilities', or 'audit packages'.

Analyze DEX liquidity pools for TVL, volume, fees, impermanent loss, and LP profitability. Use when analyzing liquidity pools, calculating impermanent loss, or comparing DEX pools. Trigger with phrases like "analyze liquidity pool", "calculate impermanent loss", "LP returns", "pool TVL", "DEX pool metrics", or "compare pools".

Analyze application logs for performance insights and issue detection including slow requests, error patterns, and resource usage. Use when troubleshooting performance issues or debugging errors. Trigger with phrases like "analyze logs", "find slow requests", or "detect error patterns".

Analyze cryptocurrency market sentiment using Fear & Greed Index, news analysis, and market momentum. Use when gauging overall market mood, checking if markets are fearful or greedy, or analyzing sentiment for specific coins. Trigger with phrases like "analyze crypto sentiment", "check market mood", "is the market fearful", "sentiment for Bitcoin", or "Fear and Greed index".

Monitor blockchain mempools for pending transactions, gas analysis, and MEV opportunities. Use when analyzing pending transactions, optimizing gas prices, or researching MEV. Trigger with phrases like "check mempool", "scan pending txs", "find MEV", "gas price analysis", or "pending swaps".

Analyze network latency and optimize request patterns for faster communication. Use when diagnosing slow network performance or optimizing API calls. Trigger with phrases like "analyze network latency", "optimize API calls", or "reduce network delays".

Calculate NFT rarity scores and rank tokens by trait uniqueness. Use when analyzing NFT collections, checking token rarity, or comparing NFTs. Trigger with phrases like "check NFT rarity", "analyze collection", "rank tokens", "compare NFTs".

Process perform on-chain analysis including whale tracking, token flows, and network activity. Use when performing crypto analysis. Trigger with phrases like "analyze crypto", "check blockchain", or "monitor market".

Track crypto options flow to identify institutional positioning and market sentiment. Use when tracking institutional options flow. Trigger with phrases like "track options flow", "analyze derivatives", or "check institutional".

Execute use when you need to work with query optimization. This skill provides query performance analysis with comprehensive guidance and automation. Trigger with phrases like "optimize queries", "analyze performance", or "improve query speed".

Model and reduce Cohere usage cost with current pricing, measured token or search units, quality gates, caching, and budget controls. Use when forecasting or optimizing Cohere spend. Trigger with "Cohere cost", "Cohere pricing", or "Cohere budget".

Analyze HTTP security headers of web domains to identify vulnerabilities and misconfigurations. Use when you need to audit website security headers, assess header compliance, or get security recommendations for web applications. Trigger with phrases like "analyze security headers", "check HTTP headers", "audit website security headers", or "evaluate CSP and HSTS configuration".

Analyze and optimize system throughput including request handling, data processing, and resource utilization. Use when identifying capacity limits or evaluating scaling strategies. Trigger with phrases like "analyze throughput", "optimize capacity", or "identify bottlenecks".

Analyze code coverage metrics and identify untested code paths. Use when analyzing untested code or coverage gaps. Trigger with phrases like "analyze coverage", "check test coverage", or "find untested code".

Execute this skill enables AI assistant to analyze the sentiment of text data. it identifies the emotional tone expressed in text, classifying it as positive, negative, or neutral. use this skill when a user requests sentiment analysis, opinion mining, or emoti... Use when analyzing code or data. Trigger with phrases like 'analyze', 'review', or 'examine'.

Govern data sent to Cohere with classification, minimization, tenant controls, redaction, retention mapping, and contractual evidence. Use when processing sensitive or regulated data. Trigger with "Cohere privacy", "Cohere PII", or "Cohere data retention".

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 openai with anthropic".

Execute this skill enables AI assistant to perform natural language processing and text analysis using the nlp-text-analyzer plugin. it should be used when the user requests analysis of text, including sentiment analysis, keyword extraction, topic modeling, or ... Use when analyzing code or data. Trigger with phrases like 'analyze', 'review', or 'examine'.

Diagnose CAST AI connection, agent, node autoscaling, and workload autoscaling failures without making speculative changes. Use when a cluster is disconnected, recommendations are absent, pods are not optimized, or capacity does not scale as expected. Trigger with: "debug CAST AI", "CAST AI is not scaling", "why is CAST AI disconnected".

Analyze a target's TLS configuration — negotiated protocol version, cipher suite, certificate chain, expiry, and downgrade vectors. Use when: SOC2 auditor flagged your endpoint for "weak TLS" but you don't know which control failed (TSC CC6.7 transmission integrity vs CC6.6 encryption) or which cipher is the problem. Threshold: any negotiated TLSv1.0 or TLSv1.1, OR a cipher with RC4 / 3DES / null / EXPORT, OR a cert with under 30 days to expiry, OR a chain that fails hostname verification. Trigger with: "audit tls", "check ssl config", "weak tls", "analyze tls".

Build a minimal valid Standard Import archive and optionally create one Lucidchart document as an approved smoke test. Use when verifying Lucid API access for the first time. Trigger with "Lucidchart hello world".

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 with: "anima CI", "anima GitHub Actions", "anima automated generation".

Diagnose and fix common Anima SDK design-to-code errors. Use when encountering Figma token errors, code generation failures, node not found issues, or output quality problems. Trigger with: "anima error", "anima not working", "anima debug", "figma to code error".

Choose and configure the correct Lucid authentication model: API key, OAuth user token, or OAuth account token. Use when bootstrapping or repairing Lucid REST access. Trigger with "configure Lucid auth".

Build automated Figma-to-React pipeline with the Anima SDK. Use when automating design handoff, building CI/CD design-to-code workflows, or creating a design system code generator from Figma components. Trigger with: "anima design pipeline", "figma to react pipeline", "automated design handoff", "anima component generator".

Clone websites to React/HTML code and customize Anima output with AI. Use when converting live websites to code, customizing generated components, or building design-system-aware code from URL screenshots. Trigger with: "anima website to code", "anima URL clone", "anima AI customization", "website to react", "clone website to code".

Connect a Kubernetes cluster to CAST AI in observation-first mode and establish a trustworthy cost baseline before automation. Use when onboarding a new EKS, GKE, AKS, or CAST AI Anywhere cluster. Trigger with: "connect a cluster to CAST AI", "start CAST AI cost monitoring", "onboard CAST AI safely".

Optimize Anima API costs through caching, incremental generation, and tier selection. Use when managing Anima API usage, reducing unnecessary code generations, or right-sizing your Anima plan for team size. Trigger with: "anima cost", "anima pricing", "anima budget", "anima API usage".

Collect Anima SDK debug evidence for support tickets and troubleshooting. Use when filing Anima support requests, debugging code generation issues, or collecting diagnostic data for the Anima team. Trigger with: "anima debug bundle", "anima support ticket", "anima diagnostics".

Deploy Anima design-to-code service as a backend API endpoint. Use when building a design-to-code microservice, deploying Anima SDK as a serverless function, or creating an internal design tool API. Trigger with: "deploy anima", "anima service deploy", "anima serverless".

Generate reviewable React or HTML code from a Figma design using the Anima SDK. Use when testing design-to-code conversion, learning Anima's code output format, or building your first automated design-to-code pipeline. Trigger with: "anima hello world", "anima example", "figma to react", "figma to code", "anima generate code".

Collect a minimal redacted Cohere diagnostic bundle with versions, request shape, timing, status, and reproduction evidence. Use when escalating a persistent Cohere problem. Trigger with "Cohere debug bundle", "Cohere support evidence", or "collect Cohere diagnostics".

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 with: "install anima", "setup anima", "anima auth", "anima figma token".

Set up iterative design-to-code development loop with Anima SDK. Use when rapidly iterating on Figma-to-code output, comparing framework outputs, or building a local preview server for generated components. Trigger with: "anima local dev", "anima dev loop", "anima preview", "anima iteration".

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 with: "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 with: "anima production", "anima go-live", "anima prod checklist".

Implement rate limiting for Anima API code generation requests. Use when batching component generation, handling rate limit errors, or optimizing API throughput for large design systems. Trigger with: "anima rate limit", "anima throttling", "anima batch generation".

Implement reference architecture for Anima design-to-code automation. Use when designing a design system automation pipeline, structuring a Figma-to-React project, or planning team-scale design handoff. Trigger with: "anima architecture", "design-to-code architecture", "anima project structure", "figma automation architecture".

Apply production-ready patterns for the Anima SDK design-to-code pipeline. Use when building reusable Anima client wrappers, implementing output caching, or establishing team standards for design-to-code automation. Trigger with: "anima SDK patterns", "anima best practices", "anima code patterns".

Audit and harden Anima and Figma tokens for design-to-code pipelines. Use when protecting API credentials, restricting Figma access scope, or hardening CI/CD design automation pipelines. Trigger with: "anima security", "anima token safety", "figma token security".

Analyze and execute @animaapp/anima-sdk upgrades with rollback evidence. Use when upgrading SDK versions, migrating from the Figma plugin workflow to SDK-based automation, or adapting to new Anima API features. Trigger with: "anima upgrade", "anima migration", "anima SDK update".

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 with: "anima webhook", "figma webhook", "anima auto-generate on change".

Debug complex Claude API issues including context window overflow, tool use failures, streaming corruption, and response quality problems. Trigger with phrases like "anthropic advanced debug", "claude complex issue", "claude tool use failing", "claude context overflow".

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".

Diagnose and fix Anthropic Claude API errors by HTTP status code. Use when encountering API errors, debugging failed requests, or troubleshooting authentication, rate limiting, or input validation issues. Trigger with phrases like "anthropic error", "claude api error", "fix anthropic 429", "claude not working", "debug claude api".

Build Claude tool use (function calling) workflows with the Messages API. Use when implementing tool use, function calling, agent loops, or building AI assistants that interact with external systems. Trigger with phrases like "claude tool use", "anthropic function calling", "claude tools", "agent loop anthropic", "tool_use blocks".

Build Claude streaming and Message Batches API workflows. Use when implementing real-time streaming responses, SSE event handling, or processing bulk requests with the 50% cheaper Batches API. Trigger with phrases like "claude streaming", "anthropic batch", "message batches api", "SSE events anthropic", "stream claude response".

Optimize Anthropic Claude API costs with model routing, prompt caching, batching, and spend monitoring. Use when analyzing Claude API billing, reducing costs, or implementing cost controls and budget alerts. Trigger with phrases like "anthropic cost", "claude billing", "reduce claude spend", "anthropic budget", "claude pricing optimize".

Implement data privacy, PII handling, and compliance patterns for Claude API. Use when handling sensitive data, implementing PII redaction, or configuring data retention for GDPR/CCPA compliance with Claude. Trigger with phrases like "anthropic data privacy", "claude PII", "anthropic gdpr", "claude data handling", "redact data claude".

Collect Anthropic Claude API debug evidence for support and troubleshooting. Use when encountering persistent API issues, preparing support tickets, or collecting diagnostic information including request IDs and rate limit headers. Trigger with phrases like "anthropic debug", "claude debug bundle", "collect anthropic logs", "anthropic diagnostic", "claude support ticket".

Deploy Claude API integrations to production cloud environments. Use when deploying Claude-powered services to Docker, Cloud Run, ECS, or Kubernetes with proper secret management and health checks. Trigger with phrases like "deploy anthropic", "claude production deploy", "ship claude integration", "anthropic cloud deployment".

Configure Anthropic enterprise organization management, Workspaces, and role-based access control for teams. Trigger with phrases like "anthropic enterprise", "claude rbac", "anthropic workspaces", "claude team access", "anthropic organization".

Create a minimal working Anthropic Claude Messages API example. Use when starting a new Claude integration, testing your setup, or learning basic Messages API patterns for text, vision, and streaming. Trigger with phrases like "anthropic hello world", "claude api example", "anthropic quick start", "simple claude code", "first messages api call".

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".

Install and configure Anthropic Claude SDK authentication for Python and TypeScript. Use when setting up a new Claude API integration, configuring API keys, or initializing the Anthropic SDK in your project. Trigger with phrases like "install anthropic", "setup claude api", "anthropic auth", "configure anthropic API key", "claude sdk setup".

Identify and avoid common Claude API anti-patterns and integration mistakes. Use when reviewing code, onboarding developers, or debugging subtle issues with Anthropic integrations. Trigger with phrases like "anthropic pitfalls", "claude anti-patterns", "claude mistakes", "anthropic common issues", "claude gotchas".

Implement load testing, auto-scaling, and capacity planning for Claude API. Use when running performance benchmarks, planning for traffic spikes, or configuring horizontal scaling for Claude-powered services. Trigger with phrases like "anthropic load test", "claude scaling", "anthropic capacity planning", "scale claude api".

Configure a local development workflow for Anthropic Claude API projects. Use when setting up dev environment, configuring hot reload, or establishing a fast iteration cycle with the Messages API. Trigger with phrases like "anthropic local dev", "claude dev setup", "anthropic development workflow", "test claude locally".

Migrate to Claude API from OpenAI, Gemini, or other LLM providers. Use when switching from GPT-4 to Claude, migrating from Text Completions, or building a multi-provider abstraction layer. Trigger with phrases like "migrate to claude", "openai to anthropic", "switch from gpt to claude", "multi-provider llm".

Configure Claude API across dev, staging, and production environments with isolated keys, model routing, and spend controls per environment. Trigger with phrases like "anthropic environments", "claude multi-env", "anthropic staging setup", "claude dev vs prod config".

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".

Optimize Claude API performance with prompt caching, model selection, streaming, and latency reduction techniques. Use when experiencing slow responses, optimizing token usage, or reducing time-to-first-token in production. Trigger with phrases like "anthropic performance", "claude speed", "optimize claude latency", "anthropic caching", "faster claude responses".

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".

Execute production deployment checklist for Claude API integrations. Use when deploying Claude-powered features to production, preparing for launch, or implementing go-live validation. Trigger with phrases like "anthropic production", "deploy claude", "claude go-live", "anthropic launch checklist", "production ready claude".

Implement Anthropic Claude API rate limiting, backoff, and quota management. Use when handling 429 errors, optimizing request throughput, or managing RPM/TPM limits across usage tiers. Trigger with phrases like "anthropic rate limit", "claude 429", "anthropic throttling", "claude retry", "anthropic backoff".

Implement Claude API reference architectures for common use cases. Use when designing a Claude-powered application, choosing between direct API vs queue-based, or planning a multi-model architecture. Trigger with phrases like "anthropic architecture", "claude system design", "anthropic reference architecture", "design claude integration".

Implement reliability patterns for Claude API: circuit breakers, graceful degradation, idempotency, and fallback strategies. Trigger with phrases like "anthropic reliability", "claude circuit breaker", "claude fallback", "anthropic fault tolerance".

Apply Anthropic Claude API security best practices for key management, input validation, and prompt injection defense. Use when securing API keys, validating user inputs before sending to Claude, or implementing content safety guardrails. Trigger with phrases like "anthropic security", "claude api key security", "secure anthropic", "prompt injection defense".

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".

Implement event-driven patterns with Claude API: streaming SSE events, Message Batches callbacks, and async processing architectures. Use when building real-time Claude integrations or processing batch results. Trigger with phrases like "anthropic events", "claude streaming events", "anthropic async processing", "claude batch callbacks".

Configure this skill should be used when the user asks about "API contract", "api-contract.md", "shared interface", "TypeScript interfaces", "request response schemas", "endpoint design", or needs guidance on designing contracts that coordinate backend and frontend agents. Use when building or modifying API endpoints. Trigger with phrases like 'create API', 'design endpoint', or 'API scaffold'.

Configure CI/CD pipelines for Apify Actor builds and deployments. Use when automating Actor deployment via GitHub Actions, running integration tests against the live Apify API, or building CI/CD for scrapers that push to the Apify platform. Trigger with "apify CI", "apify GitHub Actions", "apify automated deploy", "CI apify", "apify pipeline", "auto deploy actor".

Diagnose and fix common Apify Actor and API errors. Use when an Apify run fails, an API call returns 401/403/404/413/429, a proxy connection drops, an Actor build breaks, or a scrape hits an anti-bot block, and you need the cause plus a copy-paste fix. Trigger with "apify error", "fix apify", "actor failed", "apify not working", "debug apify", "apify 429".

Build a complete web scraping Actor with Crawlee and deploy to Apify. Use when you need end-to-end web scraping on Apify: defining an input schema, building a router-based Crawlee crawler, extracting structured data, storing results in a dataset, testing locally, and deploying the Actor to the platform. Trigger with "apify scrape website", "build apify actor", "crawlee scraper", "apify main workflow".

Manage Apify datasets, key-value stores, and request queues programmatically, and orchestrate multi-Actor pipelines. Use when you need to read or write Apify datasets, export scraped data to CSV/JSON/XLSX, store config or binary artifacts in a key-value store, manage a resumable request queue, chain Actors into a scrape → transform → export pipeline, or monitor Actor run status and cost. Trigger with "apify dataset", "apify key-value store", "apify storage", "export apify data", "apify pipeline", "apify request queue".

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", "stream claude response".

Optimize Apify platform costs through memory tuning, compute unit management, and proxy budgeting. Use when analyzing Apify billing, reducing Actor run costs, or implementing usage monitoring and budget alerts. Trigger with "apify cost", "apify billing", "reduce apify costs", "apify pricing", "apify expensive", "apify budget", "compute units".

Collect Apify debug evidence for support tickets and troubleshooting. Use when an Actor run has failed, is stuck, or produced empty output and you need to gather run metadata, logs, dataset samples, and environment info before opening a support ticket. Trigger with "apify debug", "apify support bundle", "collect apify logs", "apify diagnostic", "apify run failed why".

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 multi-environment".

Deploy Apify Actors and integrate scraping into external applications. Use when deploying an Actor to the platform, integrating Actor results into a web app (Next.js, Express), wiring webhooks, or scheduling scraping pipelines. Trigger with "deploy apify actor", "apify Vercel integration", "apify production deploy", "integrate apify results", "apify API endpoint".

Run your first Apify Actor and retrieve results via apify-client. Use when starting a new Apify integration, testing connectivity, or learning the Actor call/dataset retrieval pattern. Trigger with "apify hello world", "apify example", "run an apify actor", "apify quick start", "first apify scrape".

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 with "install apify", "setup apify", "apify auth", "configure apify token".

Run a fast, secretless local development loop for Lucid editor extensions and data connectors using official tooling. Use when implementing or debugging Lucid integrations. Trigger with "run Lucid locally".

Set up local Apify Actor development with the Apify CLI and Crawlee. Use when creating Actors locally, testing with the apify run command, inspecting local storage, or establishing a fast develop-test-deploy cycle before pushing to the platform. Trigger with "apify dev setup", "apify local development", "develop actor locally", "apify run local".

Enable CAST AI optimization through a measured canary with explicit node and workload policy boundaries. Use when observation-first onboarding is complete and Node Autoscaling, Workload Autoscaling, or managed HPA behavior can be activated. Trigger with: "enable CAST AI automation", "canary CAST AI autoscaling", "apply CAST AI optimization policies".

Optimize Apify Actor performance: crawl speed, memory usage, concurrency, and proxy rotation. Use when Actors are slow, consuming too much memory, or being blocked by target sites, or when a crawl is too expensive per run. Trigger with "apify performance", "optimize apify actor", "apify slow", "crawlee concurrency", "apify memory tuning", "scraper performance".

Production readiness checklist for Apify Actor deployments. Use when deploying an Actor to production, preparing for launch, or validating Actor configuration, scheduling, monitoring, and rollback before going live. Trigger with "apify production", "deploy actor to prod", "apify go-live", "apify launch checklist", "actor production ready".

Handle Apify API rate limits with proper backoff and request queuing. Use when hitting 429 errors, optimizing API request throughput, or implementing rate-aware client wrappers. Trigger with "apify rate limit", "apify throttling", "apify 429", "apify retry", "apify backoff", "too many requests apify".

Production-grade architecture patterns for Apify-powered applications. Use when designing scraping infrastructure, building multi-Actor pipelines, or integrating Apify into a larger system architecture. Trigger with "apify architecture", "apify best practices", "apify project structure", "scraping architecture", "apify system design".

Production-ready patterns for Apify SDK and apify-client in TypeScript. Use when building Actors with Crawlee, managing datasets/KV stores, or implementing robust client wrappers with retry and validation. Trigger with "apify SDK patterns", "apify best practices", "apify client wrapper", "crawlee patterns", "idiomatic apify".

Secure Apify API tokens, configure proxy access, and protect Actor data. Use when hardening API key management, setting up environment-specific tokens, rotating a leaked token, or auditing Apify security configuration. Trigger with "apify security", "apify secrets", "secure apify token", "apify API key security", "rotate apify token".

Upgrade Apify SDK, apify-client, and Crawlee versions safely. Use when migrating between SDK versions, handling breaking changes, or updating from Apify SDK v2 to v3 (Crawlee split). Trigger with "upgrade apify", "apify migration", "apify breaking changes", "update apify SDK", "crawlee upgrade", "apify v2 to v3".

Diagnose and improve a Mindtickle integration with measured latency, backlog, freshness, and reconciliation evidence. Use when reports or syncs miss objectives. Trigger with "tune Mindtickle performance".

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 logging".

Implement Apify webhooks for Actor run notifications and event-driven pipelines. Use when setting up run completion alerts, building event-driven scraping pipelines, or configuring ad-hoc webhooks for individual runs. Trigger with "apify webhook", "apify events", "actor run notification", "apify run succeeded webhook", "apify ad-hoc webhook".

Configure Apollo.io CI/CD integration. Use when setting up automated testing, continuous integration, or deployment pipelines for Apollo integrations. Trigger with phrases like "apollo ci", "apollo github actions", "apollo pipeline", "apollo ci/cd", "apollo automated tests".

Diagnose and fix common Apollo.io API errors. Use when encountering Apollo API errors, debugging integration issues, or troubleshooting failed requests. Trigger with phrases like "apollo error", "apollo api error", "debug apollo", "apollo 401", "apollo 429", "apollo troubleshoot".

Implement Apollo.io lead search and enrichment workflow. Use when building lead generation features, searching for contacts, or enriching prospect data from Apollo. Trigger with phrases like "apollo lead search", "search apollo contacts", "find leads in apollo", "apollo people search", "enrich contacts apollo".

Implement Apollo.io email sequences and outreach workflow. Use when building automated email campaigns, creating sequences, or managing outreach through Apollo. Trigger with phrases like "apollo email sequence", "apollo outreach", "apollo campaign", "apollo sequences", "apollo automated emails".

Optimize Apollo.io costs and credit usage. Use when managing Apollo credits, reducing API costs, or optimizing subscription usage. Trigger with phrases like "apollo cost", "apollo credits", "apollo billing", "reduce apollo costs", "apollo usage".

Apollo.io data management and compliance. Use when handling contact data, implementing GDPR compliance, or managing data exports and retention. Trigger with phrases like "apollo data", "apollo gdpr", "apollo compliance", "apollo data export", "apollo data retention", "apollo pii".

Collect Apollo.io debug evidence for support. Use when preparing support tickets, documenting issues, or gathering diagnostic information for Apollo problems. Trigger with phrases like "apollo debug", "apollo support bundle", "collect apollo diagnostics", "apollo troubleshooting info".

Deploy Apollo.io integrations to production. Use when deploying Apollo integrations, configuring production environments, or setting up deployment pipelines. Trigger with phrases like "deploy apollo", "apollo production deploy", "apollo deployment pipeline", "apollo to production".

Enterprise role-based access control for Apollo.io. Use when implementing team permissions, restricting data access, or setting up enterprise security controls. Trigger with phrases like "apollo rbac", "apollo permissions", "apollo roles", "apollo team access", "apollo enterprise security".

Create a minimal working Apollo.io example. Use when starting a new Apollo integration, testing your setup, or learning basic Apollo API patterns. Trigger with phrases like "apollo hello world", "apollo example", "apollo quick start", "simple apollo code", "test apollo api".

Apollo.io incident response procedures. Use when handling Apollo outages, debugging production issues, or responding to integration failures. Trigger with phrases like "apollo incident", "apollo outage", "apollo down", "apollo production issue", "apollo emergency".

Install and configure Apollo.io API authentication. Use when setting up a new Apollo integration, configuring API keys, or initializing Apollo client in your project. Trigger with phrases like "install apollo", "setup apollo api", "apollo authentication", "configure apollo api key".

Design and implement repository-side controls for Miro reads, storage, exports, redaction, retention, and deletion by purpose and data class. Use when processing collaborative board content. Trigger with "miro board data handling".

Configure Apollo.io local development workflow. Use when setting up development environment, testing API calls locally, or establishing team development practices. Trigger with phrases like "apollo local dev", "apollo development setup", "apollo dev environment", "apollo testing locally".

Design and implement a repository-side Miro diagnostic-bundle workflow with bounded metadata and automatic redaction. Use when escalating a Miro failure. Trigger with "build Miro debug bundle".

Manage Clerk SDK version upgrades and handle breaking changes. Use when upgrading Clerk packages, migrating to new SDK versions, or handling deprecation warnings. Trigger with phrases like "upgrade clerk", "clerk migration", "update clerk SDK", "clerk breaking changes".

Comprehensive Apollo.io migration strategies. Use when migrating from other CRMs to Apollo, consolidating data sources, or executing large-scale data migrations. Trigger with phrases like "apollo migration", "migrate to apollo", "apollo data import", "crm to apollo", "apollo migration strategy".

Configure Apollo.io multi-environment setup. Use when setting up development, staging, and production environments, or managing multiple Apollo configurations. Trigger with phrases like "apollo environments", "apollo staging", "apollo dev prod", "apollo multi-tenant", "apollo env config".

Set up Apollo.io monitoring and observability. Use when implementing logging, metrics, tracing, and alerting for Apollo integrations. Trigger with phrases like "apollo monitoring", "apollo metrics", "apollo observability", "apollo logging", "apollo alerts".

Optimize Apollo.io API performance. Use when improving API response times, reducing latency, or optimizing bulk operations. Trigger with phrases like "apollo performance", "optimize apollo", "apollo slow", "apollo latency", "speed up apollo".

Execute Apollo.io production deployment checklist. Use when preparing to deploy Apollo integrations to production, doing pre-launch verification, or auditing production readiness. Trigger with phrases like "apollo production checklist", "deploy apollo", "apollo go-live", "apollo production ready", "apollo launch checklist".

Implement Apollo.io rate limiting and backoff. Use when handling rate limits, implementing retry logic, or optimizing API request throughput. Trigger with phrases like "apollo rate limit", "apollo 429", "apollo throttling", "apollo backoff", "apollo request limits".

Implement Apollo.io reference architecture. Use when designing Apollo integrations, establishing patterns, or building production-grade sales intelligence systems. Trigger with phrases like "apollo architecture", "apollo system design", "apollo integration patterns", "apollo best practices architecture".

Apply production-ready Apollo.io SDK patterns. Use when implementing Apollo integrations, refactoring API usage, or establishing team coding standards. Trigger with phrases like "apollo sdk patterns", "apollo best practices", "apollo code patterns", "idiomatic apollo", "apollo client wrapper".

Apply Apollo.io API security best practices. Use when securing Apollo integrations, managing API keys, or implementing secure data handling. Trigger with phrases like "apollo security", "secure apollo api", "apollo api key security", "apollo data protection".

Process use when you need to work with schema comparison. This skill provides database schema diff and sync with comprehensive guidance and automation. Trigger with phrases like "compare schemas", "diff databases", or "sync database schemas".

Manage Apollo.io API upgrades and endpoint migrations. Use when upgrading Apollo API versions, migrating to new endpoints, or updating deprecated API usage. Trigger with phrases like "apollo upgrade", "apollo migration", "update apollo api", "apollo breaking changes", "apollo deprecation".

Implement Apollo.io webhook and event-driven integrations. Use when receiving Apollo notifications, syncing data on changes, or building event-driven pipelines from Apollo activity. Trigger with phrases like "apollo webhooks", "apollo events", "apollo notifications", "apollo webhook handler", "apollo triggers".

Configure CI/CD pipeline for AppFolio property management integrations. Trigger: "appfolio CI".

Diagnose and fix common AppFolio API integration errors. Trigger: "appfolio error".

Build property management dashboard with AppFolio API data. Trigger: "appfolio property dashboard".

Automate tenant management and lease operations with AppFolio. Trigger: "appfolio tenant management".

Optimize AppFolio API costs through efficient usage patterns. Trigger: "appfolio cost".

Collect AppFolio API debug evidence for support tickets. Trigger: "appfolio debug".

Deploy AppFolio integration service to cloud infrastructure. Trigger: "deploy appfolio".

Query AppFolio properties, units, and tenants via REST API. Trigger: "appfolio hello world".

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".

Set up local development for AppFolio property management API integration. Trigger: "appfolio local dev".

Optimize AppFolio API performance with caching and batch operations. Trigger: "appfolio performance".

Production readiness checklist for AppFolio integrations. Trigger: "appfolio production checklist".

Handle AppFolio API rate limits with throttling and backoff. Trigger: "appfolio rate limit".

Reference architecture for AppFolio property management integration. Trigger: "appfolio architecture".

Apply production-ready patterns for AppFolio REST API integration. Trigger: "appfolio patterns".

Secure AppFolio API credentials and tenant data. Trigger: "appfolio security".

Migrate between AppFolio API versions and handle endpoint changes. Trigger: "appfolio upgrade".

Handle AppFolio webhook events for property management notifications. Trigger: "appfolio webhook".

Run Apple Notes automation in CI on macOS runners. Trigger: "apple notes CI".

Diagnose and fix common Apple Notes automation errors. Trigger: "apple notes error".

Build automated note management workflows with Apple Notes JXA scripts. Use when batch-creating notes, syncing content from external sources, organizing notes into folder hierarchies, or building note templates. Trigger: "apple notes workflow", "batch notes", "note templates", "organize apple notes", "sync notes".

Configure Clerk webhooks and handle authentication events. Use when setting up user sync, handling auth events, or integrating Clerk with external systems via Svix webhooks. Trigger with phrases like "clerk webhooks", "clerk events", "clerk user sync", "clerk svix", "clerk event handling".

Export and convert Apple Notes to Markdown, JSON, HTML, and SQLite. Use when backing up notes, exporting to other apps, converting HTML to Markdown, or building searchable note archives from Apple Notes. Trigger: "export apple notes", "apple notes to markdown", "backup apple notes", "apple notes to JSON", "convert apple notes".

Apple Notes cost optimization — it is free, focus on iCloud storage management. Trigger: "apple notes cost".

Handle Apple Notes data formats: HTML body, attachments, and rich content. Trigger: "apple notes data handling".

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

Deploy Apple Notes automation as a local macOS service. Trigger: "apple notes deploy".

Implement access control for multi-user Apple Notes automation. Trigger: "apple notes access control".

Create, read, and list Apple Notes using JXA and AppleScript. Use when learning Notes automation, creating your first automated note, or testing read/write access to Apple Notes from scripts. Trigger: "apple notes hello world", "create apple note", "read apple notes", "apple notes example", "osascript notes".

Incident response runbook for Apple Notes automation failures. Trigger: "apple notes incident".

Set up macOS automation access for Apple Notes via AppleScript, JXA, and Shortcuts. Use when configuring accessibility permissions, setting up osascript access, or initializing Apple Notes automation on macOS. Trigger: "setup apple notes", "apple notes automation", "apple notes permissions".

Set up local development workflow for Apple Notes automation with JXA hot reload. Trigger: "apple notes dev loop".

Migrate notes between Apple Notes, Obsidian, Notion, and other platforms. Trigger: "apple notes migration".

Configure Apple Notes automation for multiple accounts and environments. Trigger: "apple notes multi account".

Monitor Apple Notes automation health and performance metrics. Trigger: "apple notes monitoring".

Optimize Apple Notes automation performance for large note collections. Trigger: "apple notes performance".

Production checklist for Apple Notes automation deployments. Trigger: "apple notes production checklist".

Handle Apple Notes automation rate limits and iCloud sync throttling. Trigger: "apple notes rate limit".

Reference architecture for Apple Notes automation systems. Trigger: "apple notes architecture".

Apply production-ready patterns for Apple Notes JXA/AppleScript automation. Trigger: "apple notes patterns".

Apply security best practices for Apple Notes automation scripts. Trigger: "apple notes security".

Migrate Apple Notes automation scripts between macOS versions. Trigger: "apple notes upgrade migration".

Monitor Apple Notes changes using file system events and Shortcuts triggers. Trigger: "apple notes events".

Process use when you need to archive historical database records to reduce primary database size. This skill automates moving old data to archive tables or cold storage (S3, Azure Blob, GCS). Trigger with phrases like "archive old database records", "implement data retention policy", "move historical data to cold storage", or "reduce database size with archival".

Create your first project using Cursor AI features: Tab, Chat, Composer, and Inline Edit. Triggers on "cursor hello world", "first cursor project", "cursor getting started", "try cursor ai", "cursor basics", "cursor tutorial".

Create or revise Agent Skills, host plugins and subagents, MCP servers and client configurations, hooks, and marketplace catalogs against their actual specifications. Use when building reusable agent capabilities or consolidating creator tooling without inventing a universal host format. Trigger with "create an agent skill", "build a plugin", "create an MCP server", "add a subagent", or "scaffold an agent integration".

Discover and validate Agent Skills, host plugins and subagents, MCP servers and configurations, hooks, and marketplace catalogs against the correct authority. Use when performing pre-merge review, external submission checks, portability audits, security checks, or validation of mixed agent-system repositories. Trigger with "validate this skill", "audit this plugin", "check this agent", "review this MCP config", or "is this marketplace ready".

Build AssemblyAI CI with offline REST, Streaming v3, webhook, gateway, secret, and lifecycle tests plus a tightly gated live lane. Use when adding automated verification. Trigger with "AssemblyAI CI" or "contract test".

Analyze and triage AssemblyAI REST, transcript, Streaming v3, webhook, and LLM Gateway failures without leaking customer content. Use when an integration errors or stalls. Trigger with "AssemblyAI error" or "failed transcript".

Analyze and operate a production AssemblyAI pre-recorded pipeline with explicit models, Speech Understanding, callbacks, and retention controls. Use when running asynchronous transcription. Trigger with "AssemblyAI async transcription" or "pre-recorded pipeline".

Analyze and operate an AssemblyAI Streaming v3 session with safe tokens, audio framing, turn handling, and explicit termination. Use when building live captions or voice agents. Trigger with "AssemblyAI streaming", "AssemblyAI v3 WebSocket", or "live transcript".