Systematic debugging and problem-solving methodology. Activate when encountering unexpected errors, service failures, regression bugs, deployment issues, or...
Send short status descriptions in chat for long-running tasks. Use when you need to provide periodic updates during multi-step operations, confirm task completion, or notify of failures. Includes auto
Analyze GitHub Actions failures and propose fixes. Use when a user shares a failing GitHub Actions run URL/id, says 'CI is failing', asks 'why did this workf...
Avoid common Linux kernel mistakes — atomic context violations, allocation failures, and locking traps.
Selects the most cost-effective capable model for tasks, handles rate limit failures gracefully, and supports tier overrides and health checks.
Deploy Umami analytics avoiding data loss, tracking failures, and integration issues.
Avoid common Ansible mistakes — YAML syntax traps, variable precedence, idempotence failures, and handler gotchas.
Self-healing monitoring system for OpenClaw gateway. Auto-detects failures, fixes crashes, and sends Telegram alerts.
Instrument Python LLM apps, build golden datasets, write eval-based tests, run them, and root-cause failures — covering the full eval-driven development cycl...
Technical documentation patterns, structure, maintenance, and avoiding common documentation failures.
Windows-specific patterns, security practices, and operational traps that cause silent failures.
Imagine the project already failed, then work backward to find why. More powerful than risk assessment because it assumes failure is certain. Use when user says "pre-mortem", "premortem", "imagine thi
End-to-end launch and monetization skill for API products on RapidAPI and Clawhub. Use when a user wants to publish APIs, fix gateway/auth/test failures, con...
Proactive task state management. Use on EVERY task start, progress update, completion, or failure. Tracks what was requested, what's running (background proc...
Write, test, and iterate prompts for AI models with voice preservation, model-specific adaptation, and systematic failure analysis.
Monitor critical processes and auto-restart on failure. Tracks CPU and memory usage, escalates alerts via webhook, callback, or file, and writes a dead man's...
Diagnose and mitigate exec-related tooling failures around ClawHub publishing and GitHub CLI queries (auth, browser-login, missing dependencies, pending secu...
Safely apply OpenClaw config changes with backup, automatic rollback on failure, health checks, and commands for patching, restoring, listing, diffing, valid...
Audits OpenClaw cron jobs to detect duplicates, noisy notifications, frequent runs, failures, and missing prerequisites, providing report-only optimization s...
Process multiple items with progress tracking, checkpointing, and failure recovery.
Diagnose and triage cron job failures. Checks job states, identifies error patterns, prioritizes by criticality, generates health reports. Triggers on: cron...
Chrome DevTools Protocol, extension Manifest V3, and debugging patterns that prevent common automation failures.