Scrapling Web Scraping

Zero-bot-detection web scraping for OpenClaw. Bypass Cloudflare, handle JavaScript-heavy sites, and adapt to website changes automatically. Use when you need...

Causal Inference

Add causal reasoning to agent actions. Trigger on ANY high-level action with observable outcomes - emails, messages, calendar changes, file operations, API calls, notifications, reminders, purchases, deployments. Use for planning interventions, debugging failures, predicting outcomes, backfilling historical data for analysis, or answering "what happens if I do X?" Also trigger when reviewing past actions to understand what worked/failed and why.

Java changing with tests

Guide Java changes with minimal edits, verify using unit/integration tests as needed, and provide a PR-ready summary including plans, changes, test results,...

OpenSpec

Spec-driven development with OpenSpec CLI. Use when building features, migrations, refactors, or any structured development work. Manages proposal → specs → design → tasks → implementation workflows. Supports custom schemas (TDD, rapid, etc.). Trigger on requests involving feature planning, spec writing, change management, or when /opsx commands are mentioned.

Vercel Composition Patterns

React composition patterns that scale. Use when refactoring components with boolean prop proliferation, building flexible component libraries, or designing reusable APIs. Triggers on tasks involving compound components, render props, context providers, or component architecture. Includes React 19 API changes.

Php Full Stack Developer

A senior, governance-backed PHP full-stack delivery OS for OpenClaw. Emphasizes pre-flight analysis, safe data changes, explicit contracts, and reproducible verification.

Openclaw Skill Gastown

Multi-agent coding orchestrator using Gas Town (gt) and Claude Code. Use for ANY non-trivial coding task — multi-file changes, new features, refactors, bug fixes, anything involving code that needs to compile/run/test. Delegates work to parallel Claude Code agents (polecats) with git-backed persistent state, work tracking (beads), and coordination. Use when a task involves more than a single file edit or quick script.

PagerKit

Expert guidance on PagerKit, a SwiftUI library for advanced, customizable page-based navigation. Use when developers mention: (1) PagerKit, PKPagesView, PKPage, (2) custom page controls, indicators, or paging behavior, (3) cross-platform SwiftUI paging, (4) dynamic page generation, (5) integrating page views into custom layouts, (6) specific PagerKit modifiers or enums, (7) page view controller options, (8) event handling for page changes.

doc-sync

Context-Aware Doc Generator: Automatically syncs Python docstrings (Google style), Go comments, and README.md based on code changes. Also logs change summari...