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loop_finish

Finalize a convergence loop by marking the run as finished, returning the best graph and ledger, then prompting user approval or changes.

Instructions

Close the loop at the convergence checkpoint — you can't name a defect anymore.

Marks the run converged and returns the final ledger + the best graph, ready to present. Then STOP and ask the user to approve or request changes; don't keep inventing variations to avoid stopping.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
run_idYes
summaryNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior5/5

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

With no annotations, the description fully discloses behavior: it closes the loop, marks convergence, returns final ledger and best graph, and instructs the agent to stop. No contradictory or missing behavioral aspects are present.

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?

The description is two sentences, front-loads the main action, and contains no extraneous words. Every sentence is meaningful and earns its place.

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?

Given the presence of an output schema, the description need not explain return values. It covers purpose, guidelines, and behavior well. However, the lack of parameter documentation is a gap, slightly reducing completeness.

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

Parameters1/5

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

Schema description coverage is 0%, and the description does not mention the parameters 'run_id' or 'summary'. It fails to add meaning beyond the input schema, which is critical given the low coverage. The agent must guess the purpose of these parameters.

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?

The description clearly states the verb 'close the loop' and the resource 'convergence checkpoint', and explains that it marks the run as converged and returns the final ledger and best graph. This distinguishes it from sibling tools like loop_start and loop_record, which are for earlier stages.

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

Usage Guidelines5/5

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

Explicit usage guidance is provided: after convergence, stop and ask for user approval. It warns against continuing to invent variations, which is a clear when-not-to-use instruction.

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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