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wm_plan

Plan spike injection parameters to achieve target neural firing rates and ACM composite score using cross-entropy method optimization.

Instructions

CEM Planning for Optimal Spike Injection

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
goalYesTarget state to plan towards
horizonNoPlanning horizon (steps)
Behavior1/5

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

No annotations present, and description does not disclose any behavioral traits (e.g., destructive, idempotent, required permissions).

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

Conciseness2/5

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

Extremely short but not concise; lacks substance and fails to earn its place with meaningful information.

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

Completeness1/5

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

Given no output schema and nested object parameters, description is woefully incomplete. Does not explain return values, side effects, or planning process.

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

Parameters3/5

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

Schema provides full descriptions for both parameters. Description adds no extra meaning, but baseline is acceptable.

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

Purpose2/5

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

Description uses jargon 'CEM Planning for Optimal Spike Injection' without explaining CEM. Fails to differentiate from sibling tools like wm_predict or wm_encode.

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

Usage Guidelines1/5

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

No guidance on when to use this tool versus alternatives. No context provided.

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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