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Keesan12

MartinLoop — Stop Runaway Loops, Bad Code & Token Waste

martin_inspect

Read-onlyIdempotent

Summarize loop run records from saved files or run-store directories for auditing AI agent actions and costs.

Instructions

Summarise Martin Loop run records from a saved loop file or run-store directory.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
fileNoOptional path under the Martin runs root to a loop-record.json file, a legacy .jsonl file, or a run-store directory.
runsDirNoOptional runs-root override resolved under the default Martin runs root.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
sourceYes
warningsYes
latestRunNo
loopCountYes
portfolioYes
inspectionYes
recentRunsYes
statusBreakdownYes
lifecycleBreakdownYes
Behavior4/5

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

Annotations already declare readOnlyHint and idempotentHint, so the description is not required to repeat that. The description adds context about input types (loop file or run-store directory), which is useful beyond annotations.

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?

One sentence clearly conveys purpose and input sources, with no wasted words.

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 the simple tool, full schema coverage, annotations, and output schema, the description is complete. It adequately explains what the tool does and the types of inputs it accepts.

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 coverage is 100%, so baseline 3 is appropriate. The description mentions 'saved loop file or run-store directory' corresponding to the 'file' parameter, but does not add significant extra meaning beyond what the schema provides.

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 'summarise' and the resource 'Martin Loop run records', specifying the source types (loop file or run-store directory). It distinguishes itself from siblings like martin_get_run (which gets a single run) and martin_list_runs (which lists runs).

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?

The description implies usage for summarizing runs but does not explicitly state when to use this tool vs alternatives among siblings. No when-not or exclusion criteria are 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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