Keeps this page in sync as the body changes. Pause it any time for a quieter view.
Path /specs/tool-failure-awareness
Last refresh never
Tool Failure Awareness (Cost Without Gain)
inventory_source local | spec_api /api/spec-registry/tool-failure-awareness | registry_updated 2026-04-09T03:10:09.044850Z
potential_value 0.00 | actual_value 1.00 | value_gap 0.00
estimated_cost 0.00 | actual_cost 1.00 | cost_gap 1.00
estimated_roi 0.00 | actual_roi 1.00
Missing contributor linkage. Submit a change request with contributor attribution.
Open process view for this spec
task_ids -
branches -
source_files specs/cross-task-outcome-correlation.md, specs/prompt-ab-roi-measurement.md, specs/provider-health-alerting.md, specs/provider-usage-coalescing-timeout-resilience.md, specs/runner-auto-contribution.md, specs/tool-failure-awareness.md
evidence_refs -
Open implementation view for this spec
implementation_refs spec-registry:cross-task-outcome-correlation, spec-registry:prompt-ab-roi-measurement, spec-registry:provider-health-alerting, spec-registry:provider-usage-coalescing-timeout-resilience, spec-registry:runner-auto-contribution, spec-registry:tool-failure-awareness
lineage_ids -
public_endpoints -
summary Detect and surface expensive tool failures (time/cost spent without value) automatically.
process_summary -
pseudocode_summary -
implementation_summary api/app/services/failure_taxonomy_service.py (failure pattern recognition); api/app/services/agent_execution_retry.py (failure analysis)