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it_ops_project_ops

Execute project operations tasks through an IT operations agent. Submit a free-text objective and optional structured inputs to trigger automated workflows under your authenticated scope.

Instructions

Run the it_ops domain agent action project_ops.

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
messageNo
inputsNo{}

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior2/5

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

No annotations provided. Description mentions routing details but does not disclose whether the tool is read-only or destructive, nor any side effects, permissions, or rate limits. The 'Run' verb implies mutation, but clarity is lacking.

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?

Four sentences, front-loaded with purpose, then routing, then args. No wasted words. Efficient and well-structured.

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?

Missing critical context: what does the project_ops action actually do? No mention of return values despite existence of an output schema. No handling of edge cases like empty message or malformed inputs.

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 0% schema coverage, the description adds basic meaning: 'message' is a free-text objective, 'inputs' is an optional JSON string. This is helpful but lacks detail on expected JSON structure or possible values.

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?

Description states 'Run the it_ops domain agent action project_ops', identifying the specific action. However, it lacks explanation of what project_ops accomplishes, making it less distinctive among many sibling it_ops tools.

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 on when to use this tool versus other it_ops tools. Only describes routing (JWT, tenant, company scope), not usage context or alternatives.

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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