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MCP Standards

by airmcp-com
self-healing.md2.15 kB
# Self-Healing Workflows ## Purpose Automatically detect and recover from errors without interrupting your flow. ## Self-Healing Features ### 1. Error Detection Monitors for: - Failed commands - Syntax errors - Missing dependencies - Broken tests ### 2. Automatic Recovery **Missing Dependencies:** ``` Error: Cannot find module 'express' → Automatically runs: npm install express → Retries original command ``` **Syntax Errors:** ``` Error: Unexpected token → Analyzes error location → Suggests fix through analyzer agent → Applies fix with confirmation ``` **Test Failures:** ``` Test failed: "user authentication" → Spawns debugger agent → Analyzes failure cause → Implements fix → Re-runs tests ``` ### 3. Learning from Failures Each recovery improves future prevention: - Patterns saved to knowledge base - Similar errors prevented proactively - Recovery strategies optimized **Pattern Storage:** ```javascript // Store error patterns mcp__claude-flow__memory_usage({ "action": "store", "key": "error-pattern-" + Date.now(), "value": JSON.stringify(errorData), "namespace": "error-patterns", "ttl": 2592000 // 30 days }) // Analyze patterns mcp__claude-flow__neural_patterns({ "action": "analyze", "operation": "error-recovery", "outcome": "success" }) ``` ## Self-Healing Integration ### MCP Tool Coordination ```javascript // Initialize self-healing swarm mcp__claude-flow__swarm_init({ "topology": "star", "maxAgents": 4, "strategy": "adaptive" }) // Spawn recovery agents mcp__claude-flow__agent_spawn({ "type": "monitor", "name": "Error Monitor", "capabilities": ["error-detection", "recovery"] }) // Orchestrate recovery mcp__claude-flow__task_orchestrate({ "task": "recover from error", "strategy": "sequential", "priority": "critical" }) ``` ### Fallback Hook Configuration ```json { "PostToolUse": [{ "matcher": "^Bash$", "command": "npx claude-flow hook post-bash --exit-code '${tool.result.exitCode}' --auto-recover" }] } ``` ## Benefits - 🛡️ Resilient workflows - 🔄 Automatic recovery - 📚 Learns from errors - ⏱️ Saves debugging time

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