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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/