Loading...
Loading...
Found 29 Skills
This skill should be used for diagnosing and mitigating context degradation: lost-in-middle failures, context poisoning, context clash, context confusion, attention-pattern issues, and agent performance degradation caused by accumulated or conflicting context.
Use when your agent or environment is broken — wrong answers, errors, timeouts, tool failures, or CLI issues. Reads traces and logs to diagnose root causes. Also checks prerequisites when the CLI itself isn't working. Triggers on: "agent not working", "wrong answer", "agent error", "tool call failing", "debug agent", "check logs", "read traces", "broken", "500 error", "424 error", "model access denied", "command not found", "stuck in DELETING", "maxVms exceeded", "cold start diagnosis", "cold start slow", "agentcore create error", "create failed", "exit code 7", "connection refused local dev". Not for deploy failures — use agents-deploy. Not for performance tuning without errors — use agents-optimize. Not for VPC configuration — use agents-build. Not for observability setup or missing logs — use agents-optimize.
Root-cause production errors and misbehaving agent runs with LangWatch. Finds errored traces, inspects spans, checks monitor and evaluator scores, then narrows to a root cause. Use when something is failing or misbehaving in production (errors, bad answers, latency spikes).
Root-causes AI agent failures from MLflow traces without requiring a code change, regression suite, scorer, or evaluation run. Use when the user asks to debug, investigate, explain, or determine why an agent produced an output. Prefer an existing matching trace; reproduce only when no usable trace exists.
Walk a person from an idea to a Claude Managed Agents agent that runs on its own, and stay with them through debugging. Explains each concept at the moment it matters (Agent, Environment, Session, Deployment, vault, memory store, outcome), asks the real decisions as illustrated AskUserQuestion choices, designs the system prompt in Simplified Technical English, finds MCP connectors, sets up credentials without the secret ever reaching the chat, writes the files, applies them with the `ant` CLI, runs a capped test session, and diagnoses failed sessions from their events. Trigger on "crea un agente en Managed Agents", "managed agents wizard", "quiero un agente que corra solo", "agente programado", "agente que revise mis repos cada lunes", "mi sesión se quedó pegada", "por qué falló mi agente", "debug my managed agent session", "explícame la traza", "set up a scheduled Claude agent", "deploy an agent on a cron". Not for the Claude Agent SDK (use agent-sdk-wizard), the raw Messages API, or Claude Code itself.