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rafsilva85

Credit Optimizer v5

analyze_prompt

Analyze AI agent prompts to receive optimization recommendations that reduce credit consumption through intelligent model routing and context hygiene, with quality impact assessment.

Instructions

Analyze an AI agent prompt and return optimization recommendations.

Returns strategy, model recommendation, estimated credit savings, quality impact assessment, and efficiency directives.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
promptYesThe user's prompt/task description to analyze

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior3/5

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

No annotations provided, so description carries full burden. It mentions what it returns but lacks details on side effects, idempotency, or prerequisites.

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

Conciseness5/5

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

Two sentences, front-loaded with action and result. Every word adds value.

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

Completeness5/5

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

Given one parameter and presence of output schema, description covers purpose and what is returned completely.

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?

With 100% schema coverage, baseline is 3. Description does not add meaning beyond the schema's description of the 'prompt' parameter.

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

Purpose5/5

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

Clearly states it analyzes an AI agent prompt and returns optimization recommendations, listing specific return fields. Distinguishes from siblings get_golden_rules and get_strategy_for_task.

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

Usage Guidelines3/5

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

Usage is implied but not explicitly stated. No guidance on when to use this tool versus siblings or when not to use it.

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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