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cognitive_generate_and_prioritize_goals

Autonomous goal synthesis from world deficits, depleted reserves, and exploration frontiers with multi-criteria prioritization.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
max_activeNo
world_stateNo
depleted_reservesNo
goal_status_updateNo
unexplored_frontiersNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

C2.9/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations provided, the description carries the full burden of behavioral disclosure. It does convey that the tool autonomously synthesizes goals and applies multi-criteria prioritization, which is meaningful. However, it does not disclose side effects, persistence, whether existing goals are replaced, or any safety-relevant behavior.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single efficient sentence with the core action front-loaded. It earns its place but is dense with jargon ('world deficits', 'depleted reserves', 'exploration frontiers') that could reduce clarity for an agent.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The tool has five optional parameters, no annotations, and 0% schema coverage, yet the description provides no usage context, no sibling differentiation, and no explanation of two parameters. The presence of an output schema helps, but the description alone is not sufficient for correct invocation.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 0%, so the description must compensate. It loosely maps three parameters: 'world deficits' to world_state, 'depleted reserves' to depleted_reserves, and 'exploration frontiers' to unexplored_frontiers. It entirely omits max_active and goal_status_update, leaving two of five parameters semantically unexplained.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a specific action ('goal synthesis') and a resource ('goals'), and adds meaningful scope by naming input sources: world deficits, depleted reserves, and exploration frontiers. It is clear, but it does not explicitly distinguish this tool from close siblings like cognitive.compose_strategies or cognitive.arbitrate_temporal_objectives.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

There is no guidance on when to invoke this tool versus alternatives such as cognitive.generate_and_prioritize_goals (dot-form), cognitive.compose_strategies, or cognitive.hierarchical_plan. The phrase 'Autonomous goal synthesis' implies a use case, but no conditions, prerequisites, or exclusions are stated.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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