Opt Cost¶

opt_cost - mvp.opt_cost.

Cluster: Uncategorised | Type: component | MCP Tools: 13

Overview¶

Cost analysis and intervention recommendation block.

Field	Type	Default
`name`	`str`	'opt_cost'
`resource_bounds`	`ResourceBounds \\| None`	None
`usage`	`ResourceUsage`	field(default_factory=ResourceUsage)
`state`	`dict \\| None`	field(default_factory=dict)

Methods:

Field	Type	Default
`op`	`Literal['ops', 'help', 'analyze', 'recommend', 'analyze_and_recommend', 'estimate_savings', 'discover_models', 'capabilities']`	'analyze_and_recommend'
`trace`	`dict \\| None`	None
`bottlenecks`	`list[dict] \\| None`	None
`interventions`	`list[dict] \\| None`	None
`budget_usd`	`float \\| None`	None
`monthly_runs`	`int \\| None`	None
`model_pricing`	`dict \\| None`	None
`refresh_pricing`	`bool`	False
`model_discovery_limit`	`int`	50
`run_mode`	`Literal['beta', 'production']`	'beta'
`reviewer_signature`	`str`	''

Field	Type	Default
`op`	`str`	required
`report`	`dict \\| None`	None
`estimated_savings`	`list[dict] \\| None`	None
`success`	`bool`	True
`error`	`str`	''
`degraded`	`bool`	False
`degradation_reason`	`str \\| None`	None
`agentic_evidence`	`dict \\| None`	None
`completion_state`	`Literal['verified', 'qualified-draft', 'blocked-escalated']`	'qualified-draft'
`warning_card`	`dict[str, Any] \\| None`	None
`evidence`	`dict[str, Any]`	Field(default_factory=dict)
`request_id`	`str \\| None`	None
`task_id`	`str \\| None`	None
`run_id`	`str \\| None`	None

Operation	Source
`ops`	opt_cost_mcp
`help`	opt_cost_mcp
`analyze`	opt_cost_mcp
`recommend`	opt_cost_mcp
`analyze_and_recommend`	opt_cost_mcp
`estimate_savings`	opt_cost_mcp
`discover_models`	opt_cost_mcp
`list_strategies`	opt_cost_mcp
`list_patterns`	opt_cost_mcp
`inspect_confidence`	opt_cost_mcp
`inspect_action_dispatch`	opt_cost_mcp
`inspect_severity_thresholds`	opt_cost_mcp
`inspect_health`	opt_cost_mcp