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legal_content_compliance_review_loop

Destructive

Run a legal compliance review loop on content, using a free-text objective and optional structured inputs to detect and correct non-compliance issues.

Instructions

Run the legal domain agent action content_compliance_review_loop.

Routes through the platform's domain-agent dispatcher under your JWT, tenant, and company scope.

Args: message: Free-text objective for the action. inputs: Optional JSON string of structured inputs for the action.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
inputsNo{}
messageNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.0

TDQS

C2.8/5.0
Behavior3/5

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

Annotations already convey destructiveHint=true, readOnlyHint=false, and idempotentHint=false, so the description does not need to restate those. It does add context about authentication/tenant/company scoping via the dispatcher. However, it does not disclose loop-like behavior such as duration, side effects beyond the hint, or success/failure modes, so the description adds only modest value 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.

Conciseness4/5

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

The description is short, front-loaded with the action name, and has a clean Args section with no filler. The first sentence is somewhat redundant with the tool name, but overall every sentence earns its place and the structure is easy to scan.

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

Completeness2/5

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

For a destructive, non-idempotent 'loop' tool with zero required parameters and no guidance on what a good message or inputs look like, the description is incomplete. The output schema exists so return format is covered, but an agent lacks the core purpose, expected input content, and any warning about loop behavior or side effects. This is a minimum-viable wrapper description with clear gaps.

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 description coverage is 0%, so the description carries the burden of explaining parameters. It does add some meaning: message is a 'Free-text objective' and inputs is an 'Optional JSON string of structured inputs.' This is better than the bare schema, but it remains generic and does not hint at what structured inputs a legal content compliance review would require or provide examples, leaving an agent to infer how to populate them correctly.

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

Purpose3/5

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

The description states a specific verb and resource: 'Run the legal domain agent action `content_compliance_review_loop`.' However, the resource is essentially the tool name itself, and it does not explain what a content compliance review loop actually does or how it differs from the many other legal_*_loop siblings. It is not a pure tautology because it clarifies this is a domain-agent action, but the actual purpose remains vague.

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

Usage Guidelines2/5

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

No guidance is given on when to use this tool versus alternatives. It mentions routing through the domain-agent dispatcher under JWT, tenant, and company scope, but that is contextual mechanics, not a selection criterion. It never names sibling tools or conditions, leaving an agent to guess whether this is preferable to legal_compliance_scan_loop, legal_contract_review, or legal_compliance_monitoring.

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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