Monitor and analyze Weights & Biases training runs. Use when checking training status, detecting failures, analyzing loss curves, comparing runs, or monitoring experiments. Triggers on "wandb", "train
OpenClaw plugin that applies guardrails and auto-fixes reversible failures (rate limits, disconnects, stuck session pins).
Convert OpenClaw skills into properly configured agents with correct workspace setup, binding, and orchestration. Solves common agent creation failures (thre...
Automated self-diagnostics: restarts crashed Ollama, repairs broken configs, verifies workspace integrity, recovers from common failures.
Audit GitHub Actions reliability by commit SHA to surface risky commits causing repeated workflow failures across branches.
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
Technical documentation patterns, structure, maintenance, and avoiding common documentation failures.
Windows-specific patterns, security practices, and operational traps that cause silent failures.
Prevent common failures in multi-agent Discord conversations. Use when multiple AI agents (bots) are chatting in the same channel — townhalls, group discussi...
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
Diagnose and mitigate exec-related tooling failures around ClawHub publishing and GitHub CLI queries (auth, browser-login, missing dependencies, pending secu...
Configure Brave Search API and troubleshoot network/proxy issues for web_search functionality. Use when user needs to (1) Set up Brave Search API key, (2) Fix web_search fetch failures, (3) Configure
Daemon that monitors OpenClaw gateway, auto-restarts it on failure, and logs events with configurable intervals on macOS and Linux.
ClawHub平台工具调用失败自动重试与降级处理Skill | Automatic retry and fallback handling for ClawHub Agent task failures
Reconciles data sources using stable identifiers (Pay Number, driving licence, driver card, and driver qualification card numbers), producing exception reports and “no silent failure” checks. Use when
Instrument Python LLM apps, build golden datasets, write eval-based tests, run them, and root-cause failures — covering the full eval-driven development cycl...
Selects the most cost-effective capable model for tasks, handles rate limit failures gracefully, and supports tier overrides and health checks.
Proactive task state management. Use on EVERY task start, progress update, completion, or failure. Tracks what was requested, what's running (background proc...
Git archaeology engine that reconstructs the WHY behind code — not what changed, but what pressures, failures, and pivots shaped the codebase into its curren...
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...
Analyzes the evolution memory graph for stagnation patterns, recurring failures, and success plateaus. Generates actionable insights to guide future evolutio...
Systematic debugging and problem-solving methodology. Activate when encountering unexpected errors, service failures, regression bugs, deployment issues, or...
Chrome DevTools Protocol, extension Manifest V3, and debugging patterns that prevent common automation failures.
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...