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vibe_iterate

Critique and repair generated content based on specifications and requirements, then verify quality. Repeat until the set threshold is reached.

Instructions

Continuous improvement loop: critique -> repair -> verify -> repeat.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
ctxYes
specificationYes
requirementsYes
max_iterationsNo
quality_thresholdNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior2/5

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

No annotations are provided, and the description does not disclose side effects, permissions, or what 'repair' entails. The iterative loop implies mutation but is not clarified.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

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

The description is very concise (one line), but it lacks structure and omits necessary context. It is front-loaded but insufficiently informative.

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?

Given the complexity (5 parameters, nested objects, output schema) and lack of annotations, the description is incomplete. It does not explain the output, iteration mechanism, or how parameters influence behavior.

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 coverage is 0% with no description for any of the 5 parameters, including critical ones like 'ctx' and 'specification'. The description adds no parameter-level information.

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 mentions a 'continuous improvement loop' with steps, but lacks specificity about the subject or artifact being improved. It does not distinguish it from sibling tools like 'vibe_code' or 'vibe_design'.

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 like 'vibe_review' or 'vibe_verify'. The description provides no context about prerequisites or scenarios.

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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