Scale systems, software architecture, and companies with bottleneck mapping, staged leverage plans, and risk-aware execution loops.
When the user wants to plan, design, or implement an A/B test or experiment. Also use when the user mentions "A/B test," "split test," "experiment," "test th...
Apply Robert C. Martin (Uncle Bob) principles for clean code, SOLID design, and clean architecture. Use when: (1) reviewing or refactoring code for quality,...
Autonomous spec-driven development with OpenSpec CLI and Claude Code. You orchestrate (draft artifacts, make judgment calls, ship PRs) while Claude Code revi...
Automatically assess task complexity and adjust reasoning level. Triggers on every user message to evaluate whether extended thinking (reasoning mode) would improve response quality. Use this as a pre
Use when evaluating, testing, and optimizing an agent architecture or multi-agent system. Best for reviewing planning, routing, memory, tool use, reliability...
**macOS Only** - Manage macOS Reminders app via AppleScript. Full-featured reminder management: add, list, complete, delete, search, create lists, and more....
Creates, optimizes, validates, and packages AI Agent Skills (SKILL.md format). Mandatory 6-Phase workflow with quality gates: Phase 0: Task Classification +...
Static code analysis tool. Detects security vulnerabilities, code smells, and complexity issues across 17 languages. All analysis runs locally — no code leav...
Typed knowledge graph for structured agent memory and composable skills. Use when creating/querying entities (Person, Project, Task, Event, Document), linkin...
4-round deep research protocol — Explorer, Devil's Advocate, Multi-Perspective Synthesis, Crystallize. Use for major architectural decisions, technology choi...
Create, inspect, and edit Microsoft Word documents and DOCX files with reliable styles, numbering, tracked changes, tables, sections, and compatibility check...
--- name: "migration-architect" description: "Migration Architect" --- # Migration Architect **Tier:** POWERFUL **Category:** Engineering - Migration Strategy **Purpose:** Zero-downtime migratio
Design and build any search engine with robust indexing, retrieval logic, relevance controls, and evaluation workflows for production systems.
Safely write or update large files over 5000 bytes by reading, incrementally editing small sections, verifying each change, and using fallback recovery methods.
Safely write or update large files over 5000 bytes by reading, incrementally editing small sections, verifying after each step, and using backups for recovery.
Real-time monitoring of Greek AADE tax authority systems — tracks deadlines, rate changes, and compliance updates. File-based, OpenClaw-native.
Todo list and task management for AI agents. Add, track, and complete tasks with autonomy levels — agents propose work, humans approve. Works in heartbeats, cron, and conversations. Persistent SQLit
Automate adding new CRM records to the Fractal CRM system. Use when user asks to add new CRM entries, customers, or sales leads. The skill handles navigation...
Use when user asks to leverage codex, gpt-5, or gpt-5.1 to implement something (usually implement a plan or feature designed by Claude). Provides non-interac...
Generates a world model representation from state inputs using discrete wavelet transforms (DWT) to capture multi-resolution temporal and spatial features.
AI desktop agent — control any app on Windows/macOS from your OpenClaw agent. Send natural language tasks to the Clawd Cursor API and it handles everything:...