Helps verify that skill signing events are recorded in an independently auditable transparency log — catching the class of trust failures where a registry op...
Diagnose and triage cron job failures. Checks job states, identifies error patterns, prioritizes by criticality, generates health reports. Triggers on: cron...
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...
Write and run tests across languages and frameworks. Use when setting up test suites, writing unit/integration/E2E tests, measuring coverage, mocking dependencies, or debugging test failures. Covers N
Windows-specific patterns, security practices, and operational traps that cause silent failures.
Create and route ad operations incident tickets for Meta (Facebook/Instagram), Google Ads, TikTok Ads, and multi-platform campaign failures.
Write reliable E2E and component tests with Cypress avoiding flaky selectors, race conditions, and CI failures.
Token-safe prompt assembly with memory orchestration. Use for any agent that needs to construct LLM prompts with memory retrieval. Guarantees no API failure due to token overflow. Implements two-phase
事故复盘 / Incident Fupan — structured root cause analysis for production failures, outages, bugs, and near-misses. Use when: (1) 事故复盘 or incident review is need...
Proactive task state management. Use on EVERY task start, progress update, completion, or failure. Tracks what was requested, what's running (background proc...
Handle tool failures under pressure with bounded retries, clean user communication, and safe escalation. Use when commands/tools fail, when repeated retries...
Manage automation scripts with creation, scheduling, logging, failure retries, and status notifications for monitoring, backup, sync, reports, and more.
Efficiently create content by rapidly advancing tasks, handling failures by stopping after two retries, and strictly following provided research and templates.
Provides automatic checkpoint creation and rollback to safely recover from failures during risky operations like config changes or updates.
Autonomous quality engineering swarm that forges production-ready code through continuous behavioral verification, exhaustive E2E testing, and self-healing fix loops. Combines DDD+ADR+TDD methodology
Dynamically creates and manages AI agent teams for complex tasks. Invoke when user requests multi-agent collaboration, complex project execution, or when tasks require specialized roles and coordinate
Use OpenClaw as a supervisor-driven orchestration scaffold for local coding CLIs such as Codex, Claude Code, and OpenCode. Supports task records, lifecycle t...
Forces exhaustive problem-solving using corporate PUA rhetoric and structured debugging methodology. MUST trigger when: (1) any task has failed 2+ times or y...
The anti-PUA. Drives AI with wisdom, trust, and inner motivation instead of fear and threats. Activates on: task failed 2+ times, about to give up, suggestin...
Analyze Sui Move test coverage, identify untested code, write missing tests, and perform security audits. Includes Python tools for parsing coverage output and generating reports.
Run a structured quality control audit on any codebase. Use when asked to QC, audit, review, or check code quality for a project. Supports Python, TypeScript...
Single source of truth for all paths, naming conventions, and data formats across the OpenClaw Greek Accounting system. Reference document.