Creates versioned Flyway database migration scripts (V*.sql) with sequences, tables, constraints, and foreign keys from the entity model. Use when the user asks to "create a migration", "generate SQL scripts", "set up database tables", "write a Flyway migration", or mentions schema migration, DB migration, database versioning, or SQL migration files.

Manage Freshdesk support — tickets, contacts, and agents via the REST API.

Check memory backend health and configuration.

Set up memory backend and configuration.

Archive a completed task in the configured backend.

Configure task backend settings interactively.

Update an existing task in the configured backend.

Execute the implementation plan, track progress in the task backend. Use after planning.

Token-efficient HAR (HTTP Archive) analysis with a reference system. Use for any .har file, analyzing network traffic, debugging API calls, or reviewing HTTP requests. Never cat/jq HAR files — always use this.

Use this skill for Hugging Face Dataset Viewer API workflows that fetch subset/split metadata, paginate rows, search text, apply filters, download parquet URLs, and read size or statistics.

Use Laravel-specific vocabulary—Eloquent patterns, Form Requests, API resources, jobs/queues—to get idiomatic framework code

Reference guide for adding new media generation backends to MassGen's unified generate_media tool.

Manage n8n workflows from ThinkFleet via the n8n REST API. Use when the user asks about n8n workflows, automations, executions, or wants to trigger, list, create, activate, or debug n8n workflows. Supports both self-hosted n8n and n8n Cloud instances.

Universal gateway for any third-party API or SaaS (Google Calendar, Gmail, Slack, Notion, Linear, HubSpot, etc.). TRIGGER on any request to read or modify data in an external product, even when no matching MCP tool is loaded.

Manage Netlify sites, deploys, and functions via API. Deploy and configure web projects.

Configure or modify OneCLI integrations in agentic apps. Use when adding `@onecli-sh/sdk`, wiring OneCLI into container or process launchers, managing OneCLI agent identifiers, or adding manual approval flows.

Local speech-to-text with the Whisper CLI (no API key).

Local speech-to-text with the Whisper CLI (no API key).

Local speech-to-text with the Whisper CLI (no API key).

Manage Pipedrive CRM — persons, organizations, deals, and activities via the REST API.

Manage Node.js applications with PM2 process manager. Use for deploying, monitoring, and auto-restarting Node apps in production. Covers starting apps, viewing logs, setting up auto-start on boot, and managing multiple processes.

# SKILL: API Migration Analyser

PostgreSQL database management. Run queries, manage schemas, and monitor performance.

Authoritative reference for Anthropic products. Use when users ask about product capabilities, access, installation, pricing, limits, or features. Provides source-backed answers to prevent hallucinations about Claude.ai, Claude Code, and Claude API.

Query metrics via Prometheus API. Run PromQL queries and manage alerts.

Python FastAPI backend development with async patterns, SQLAlchemy, Pydantic, authentication, and production API patterns. Use when building FastAPI backend services.

Implements rate limiting and abuse prevention with per-route policies, IP/user-based limits, sliding windows, safe error responses, and observability. Use when adding "rate limiting", "API protection", "abuse prevention", or "DDoS protection".

Redis database management. Key-value operations, caching, pub/sub, and data structure commands.

Execute Redis commands using redis-cli.

Redux Toolkit and RTK Query patterns. Use when editing slice files, API definitions, store configuration, selectors, or any file importing from @reduxjs/toolkit.

Rust systems programming patterns including ownership, traits, async runtime, error handling, and unsafe guidelines

Send HTTP requests using Postman CLI - use when user says "send request", "test endpoint", "call API", "hit the endpoint", "make a request", "try the API", or wants to quickly test an HTTP endpoint

Send emails and manage contacts via the SendGrid API.

Install git pre-commit hooks via the project's hook tool — Husky+lint-staged (JS), pre-commit (Python/OCaml), lefthook (Go), cargo-husky (Rust). Use when the user wants commit-time formatting, linting, type-checking, or test gates. Detects ecosystem first.

Access Jewish calendar data and Shabbat times via Hebcal API. Use when building apps with Shabbat times, Jewish holidays, Hebrew dates, or Zmanim. Triggers on Shabbat times, Hebcal, Jewish calendar, Hebrew date, Zmanim.

Enforce spec-first API development with OpenAPI/AsyncAPI

Tileset generation guide for SpriteCook. Use with spritecook-workflow-essentials when generating autotile tilesets through SpriteCook MCP/API, choosing tile sizes, using reference/edit/style asset IDs, and saving generated tileset asset IDs.

Generate SQL queries from natural language descriptions. Supports BigQuery, PostgreSQL, MySQL, and other dialects. Reads database schemas from uploaded diagrams or documentation. Use when writing SQL, building data reports, exploring databases, or translating business questions into queries.

Convert natural language to SQL queries. Use when you need to write SQL fast.

Create JavaScript handlers for pages. Use for DOM interactions and API calls.

Send messages and manage Telegram bots via the Bot API.

Interact with tmux-based TDD environments. Use when running tests in tmux panes, checking test output, parsing test failures, or orchestrating TDD workflows. Works with any language (Rust, Python, JavaScript, Go, etc). Read test output directly from tmux panes.

Expose local ports to the internet as public HTTPS URLs using tinyfi.sh SSH tunnels. Use when you need to expose a locally running app, test webhooks, or give TinyFish access to a site that is only hosted locally — tunnel it first, then point TinyFish to the tunneled URL. No signup, no API key, no installation beyond SSH.

Query Twitch — streams, users, games, and clips via the Helix API.

Ultimate Bug Scanner - scan code for bugs across 7 languages (JS/TS, Python, Go, Rust, Java, C++, Ruby). Use before commits to catch null safety issues, security holes, async bugs, and memory leaks.

Assists users with updating Tauri dependencies including the Tauri CLI, Rust crates, JavaScript packages, and checking for outdated versions to upgrade to the latest version.

Activates at the start of every conversation. Knowledge patches bring your understanding of specific technologies up to date — covering API changes, breaking changes, and new features released after your training cutoff. Load the matching patch before working with any patched technology.

Get current weather and forecasts (no API key required).

Get current weather and forecasts (no API key required).

Get current weather and forecasts (no API key required).

Get current weather and forecasts (no API key required).

Capture screenshots of live websites and web pages via API. Use when users need to screenshot a URL, capture website previews, archive web pages, generate thumbnails of sites, or document web content. Ideal for monitoring, archiving, sharing website previews, or creating visual references of web pages.

Send WhatsApp messages and manage contacts via the WhatsApp Business Cloud API.

Writing examples for the tldraw SDK examples app. Use when creating new examples, adding SDK demonstrations, or writing example code in apps/examples.

Manage Zendesk Support — tickets, users, organizations, and search via the REST API.

Manage Zoho CRM — leads, contacts, deals, and accounts via the REST API.

Create, update, delete, and query Google Calendar events using gcallm CLI, MCP tools, or direct API calls.

Ignore actually-lsp nudges for an ecosystem in this project. Use when the user wants to silence, dismiss, or ignore the LSP setup nudges for a specific ecosystem (Rust, TypeScript, Ruby), or invokes `/actually-lsp-ignore` directly. Writes `dismissed=true` to `.claude/actually-lsp.json`. Persistent across sessions for this project only.

Read or write Microsoft SQL Server from an AIDP notebook via the AIDP `aidataplatform` Spark format handler. Use when the user mentions SQL Server, MSSQL, Azure SQL Database, or has a TDS host/port. Auth is host/port + database + user/password.

Generates API documentation from code including OpenAPI specs, JSDoc, and Python docstrings. Use when documenting APIs, REST endpoints, or library functions.

AR/VR/XR development with Unity XR, WebXR, ARKit, ARCore, Meta Quest SDK, and spatial computing. Use when building augmented reality, virtual reality, mixed reality applications, or spatial experiences.

Inspect how the PostHog JavaScript SDK is loaded across a list of URLs. Use to confirm consistent installation across pages, find pages missing the snippet, detect mismatched API keys or hosts between pages, and verify the load method (head snippet vs deferred vs array.js).

Validate .NET API project structure follows Clean Architecture with proper layer separation and dependencies

Converts Express routes into Lambda functions behind API Gateway. Use when creating a serverless API, Lambda functions, or API Gateway.

Configure Claude Code authentication for Cyrus — API key, OAuth token, or third-party provider.

Audits SQL migration files for destructive actions, potential table locks, and compatibility issues. Use before applying migrations to production databases to prevent downtime and ensure data integrity.

Knowledge and patterns for designing RESTful and GraphQL APIs.

Django architecture patterns including DRF, ORM optimization, signals, middleware, and project structure

Plan fetch layers for a new entity — determines which server actions, API routes, and client calls to create before implementation.

Fetches CircleCI job logs via the v1.1 API and displays step-level output. Focuses on failed steps. Use when: CI checks fail on a PR, user shares a CircleCI job URL, user asks to check build logs, 'circleci', 'build failed', 'CI failed', 'check the logs'.

Troubleshoot GCP services using tool-first access (via MCP when available), falling back to the CLI only when necessary. Focus on Firestore, Cloud Run, networking, load balancers, IAM, Pub/Sub, Cloud SQL, and Storage.

Interact with GitHub using the `gh` CLI. Use `gh issue`, `gh pr`, `gh run`, and `gh api` for issues, PRs, CI runs, and advanced queries.

Fetch Google review ratings and review counts for businesses via DataForSEO API. Use when the user asks to check Google reviews, get review counts, compare business ratings, audit Google Maps presence, or analyze competitor reviews.

Schedule any registered function on a 6- or 7-field cron expression, with once-only execution across a fleet when backed by the redis adapter. Its whole surface is the `cron` trigger type.

Tomitribe Java final keyword conventions. TRIGGER when: writing or modifying Java code in any Tomitribe project — applies final to parameters, local variables, and fields per Tomitribe coding standards. DO NOT TRIGGER when: working on non-Tomitribe projects.

Maven CLI invocation patterns. Use whenever running `mvn` commands in Java/Maven projects. Covers when `-am` is required, why `-o` (offline) mode hides bugs in multi-worktree setups, and how to verify compile/test cleanly without trusting stale `~/.m2` artifacts.

Load MCP development patterns and best practices for building tools with the @umbraco-cms/mcp-server-sdk. Use when starting tool development or needing pattern reference.

Load MCP eval testing patterns using @umbraco-cms/mcp-server-sdk/evals. Use when writing LLM-based acceptance tests for MCP tools.

Plan and execute migrations (database, API, framework)

Diagnose OpenClaw Android, iOS, or macOS node pairing, QR/setup code, route, auth, and connection failures.

Generate production-ready Express + TypeScript + PostgreSQL + Redis projects. Use when the user wants to create a new backend service, API, or microservice from scratch. Automatically invoked when discussing project scaffolding or generation.

PostgreSQL optimization including indexes, query plans, partitioning, JSONB operations, and connection pooling

Android device logcat reader for real-time log monitoring. Use when working with pywayne.adb.logcat_reader module to read Android device logs via adb logcat command, supporting both C++ backend (faster) and Python backend (subprocess) with generator-style output for streaming logs.

Writes and executes SQL queries from simple SELECTs to complex multi-table JOINs, aggregations, and subqueries. Use when the user asks to query a database, write SQL, run a SELECT statement, retrieve data, filter records, or generate reports from database tables.

Redis patterns including caching strategies, pub/sub, streams for event processing, Lua scripts, and data structures

Searches and retrieves MLflow documentation from the official docs site. Use when the user asks about MLflow features, APIs, integrations (LangGraph, LangChain, OpenAI, etc.), tracing, tracking, or requests to look up MLflow documentation. Triggers on "how do I use MLflow with X", "find MLflow docs for Y", "MLflow API for Z".

Detects hardcoded secrets, API keys, passwords, and credentials in source code. Use when checking for leaked secrets, credential exposure, or before committing code.

Scans code for security vulnerabilities including SQL injection, XSS, hardcoded secrets, insecure authentication, and missing input validation. Returns structured security issue reports with file paths, line numbers, and remediation steps.

Install and configure RTK (Rust Token Killer) for CLI output compression. Opt-in utility — detects OS, downloads binary, adds to PATH, runs rtk init -g. Invoke with /setup-rtk.

Show ctx memory status (node counts, types, tiers, tokens)

Guide for upgrading Stripe API versions and SDKs

Writing SDK documentation for tldraw. Use when creating new documentation articles, updating existing docs, or when documentation writing guidance is needed. Applies to docs in apps/docs/content/.

Foundational context for the Zavu unified messaging API. Always loaded.

Semantic Rigidity Gate - Ensure each node has a single unambiguous causal role.

Generate REST API endpoints with proper structure, validation, error handling, and types. Use when creating new API routes, endpoints, or backend services.

Implements API endpoints, routes, controllers, and request/response handling. Use when implementing REST APIs, GraphQL APIs, or other API endpoints. Handles routing, validation, error handling, and response formatting.