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trigger_pipeline

Trigger a new pipeline for a specified branch or tag in GitLab, with optional variables and project selection.

Instructions

Trigger a new pipeline for a branch or tag

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
refNoBranch or tag name to run pipeline for
variablesNoPipeline variables
project_idNoProject ID or URL-encoded path
Behavior2/5

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

With no annotations, the description carries full burden but only states a high-level action. No disclosure of side effects, idempotency, or behavior under concurrent triggers. For a mutation tool, this is insufficient.

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 succinct (one sentence, 8 words) and front-loaded. While it could benefit from slight elaboration, it avoids verbosity.

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

Completeness3/5

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

Given the tool's simplicity (3 parameters, no nested objects, no output schema), the description provides minimal information. It fails to address when to use it among many sibling tools or any behavioral nuances, making it adequate but not comprehensive.

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%, providing descriptions for all parameters. The description adds marginal context ('for a branch or tag') but does not significantly enhance understanding beyond the schema.

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 triggers a new pipeline, specifying the resource (pipeline) and scope ('for a branch or tag'). This distinguishes it from sibling tools like cancel_pipeline or retry_pipeline.

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 alternatives. It does not mention prerequisites, exclusions, or scenarios where other pipeline-related tools would be more appropriate.

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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