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submit_evaluation

Evolve an agent with one task outcome: {task_id, task_type, success_score in [0,1], optional accuracy/user_satisfaction/ cost_efficiency/safety_score/notes/used_nodes/used_edges}. Success strengthens the used edges, failure weakens them; growth and pruning follow the genome's rules under its safety axioms (NG1). Returns the new developmental-ledger events.

Input Schema

NameRequiredDescriptionDefault
agent_idYes
evaluationYes
request_idNo

Output Schema

NameRequiredDescriptionDefault
resultYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.8/5.0
Behavior4/5

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

Adds real behavioral context beyond the annotations: success strengthens used edges, failure weakens them, growth and pruning follow the genome's rules under safety axioms (NG1), and it returns new developmental-ledger events. This is consistent with destructiveHint=false (weakening is a learning update, not data destruction) and idempotentHint=false (repeated submissions compound), though it doesn't say whether repeat submissions are cumulative or how to undo one.

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?

Two sentences, front-loaded with the verb and the payload, then mechanics. The inline brace enumeration is dense but information-efficient; nothing is filler.

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

Completeness4/5

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

An output schema exists, so omitting return-value detail is fine, and the description usefully summarizes it as new ledger events. For a mutation tool with a free-form nested parameter and zero schema coverage, the main gap is the unexplained request_id and the absence of any stated prerequisite or alternative-tool guidance.

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

Parameters4/5

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

With 0% schema coverage and a free-form nested object, the description carries the full burden and mostly succeeds: it enumerates the evaluation fields (task_id, task_type, success_score bounded to [0,1], and the optional accuracy/user_satisfaction/cost_efficiency/safety_score/notes/used_nodes/used_edges). agent_id is self-evident, but request_id is never explained, so its purpose (dedup? tracing?) is left to inference.

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?

States a specific verb and effect: 'Evolve an agent with one task outcome', plus what the outcome does to the graph (strengthen/weaken edges). It is clear what the tool does, but it never distinguishes itself from the closest sibling, record_route_outcome, which plausibly also feeds task outcomes into the system.

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 only implied: an agent calls this after a task completes because the payload is a task outcome. There is no explicit when-to-use, no prerequisites (e.g., must route_task have run first), and no statement of how it differs from record_route_outcome when both could apply.

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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