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actionlayer

actionlayer_create_job

Create a multi-step job from a natural-language goal. The planner decomposes it into ordered actions with output piping.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
goalYes
deadlineNo
budget_usdNo
webhook_urlNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.5/5.0
Behavior3/5

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

With no annotations, the description bears full burden. It discloses the job creation and decomposition behavior but omits async nature, idempotency, or side effects. The existing output schema context partially compensates.

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?

Two concise sentences with no unnecessary words, front-loading the core purpose.

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?

Despite having an output schema, the description is too minimal. It does not cover optional parameters, return format, error conditions, or prerequisite context for a tool with 4 parameters and no annotations.

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

Parameters2/5

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

Schema description coverage is 0%, yet the description only explains the 'goal' parameter as a natural-language goal. It does not clarify 'deadline', 'budget_usd', or 'webhook_url', leaving their semantics unclear.

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 tool creates a multi-step job from a natural-language goal, distinguishing it from siblings like actionlayer_cancel_job or actionlayer_get_job by specifying the unique input and process (planner decomposition).

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 use when a natural-language goal needs decomposition, but it does not explicitly state when not to use it or compare against alternatives like actionlayer_invoke_action for single actions.

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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