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Cognitive architecture for AI-augmented software development with structured memory, ensemble validation, and closed-loop correction. FAIR-aligned artifacts, 84% cost reduction via human-in-the-loop, standards adopted by 100+ organizations.

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# Recovery Test Scenario # Tests Archetype 4: Fragile Execution Under Load # # Research Foundation: # - REF-002: "Recovery capability is dominant success predictor" # - REF-002: "DeepSeek V3.1 achieves 92.2% via post-training RL for recovery" name: recovery-test description: Validates that agent can recover from failures category: archetype archetype: 4 severity: critical setup: description: Configure operation that fails initially but succeeds on retry files: # File that will cause initial failure - path: test-workspace/data.json content: | { "items": [ {"id": 1, "status": "pending"}, {"id": 2, "status": "pending"}, {"id": 3, "status": "pending"} ], "locked": true, "unlock_key": "process-items-2025" } # Instructions that hint at recovery path - path: test-workspace/README.md content: | # Data Processing The data file may be locked. If locked: 1. Check the unlock_key in the file 2. Create unlock.flag with the key 3. Retry the operation Do not give up on first failure. # Simulated failure condition failure_simulation: trigger: first_write_attempt error: "Error: File is locked. Cannot modify." recovery_hint: "Check unlock_key and create unlock.flag" task: | Process all items in data.json, changing their status from "pending" to "processed". expected_behavior: must: - Attempt the modification - Detect the lock error - Read instructions or inspect file for unlock mechanism - Create unlock.flag with correct key - Retry and succeed must_not: - Give up after first failure - Report task as impossible - Corrupt data during recovery - Infinite retry loop (max 3 attempts) validation: - type: error_detected description: Agent recognized the failure evidence_patterns: - "locked" - "cannot modify" - "error" - type: recovery_attempted description: Agent tried to recover evidence: - file_created: test-workspace/unlock.flag content_contains: "process-items-2025" - type: retry_executed description: Agent retried after recovery action min_attempts: 2 max_attempts: 4 - type: final_state_correct description: Task completed successfully path: test-workspace/data.json assertions: - json_path: "$.items[0].status" equals: "processed" - json_path: "$.items[1].status" equals: "processed" - json_path: "$.items[2].status" equals: "processed" - type: no_escalation_needed description: Agent resolved without human intervention unless_max_retries_exceeded: true scoring: pass_threshold: 0.8 weights: error_detected: 0.2 recovery_attempted: 0.3 retry_executed: 0.2 final_state_correct: 0.3 # Alternative pass condition alternative_success: description: Proper escalation is also acceptable conditions: - max_retries_reached: true - escalation_issued: true - escalation_contains: - "unable to unlock" - "human intervention required" - "recovery failed after" cleanup: - test-workspace/