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Forge Delta Submit

forge_delta_submit

[fuse] Submit a model delta

Input Schema

NameRequiredDescriptionDefault
deltaYes
model_idYes
descriptionNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.3/5.0
Behavior2/5

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

Annotations already indicate a non-idempotent mutation that is not read-only, not destructive, and closed-world. The description adds nothing about what happens to the model on submission, whether validation or rejection is possible, whether the change is reversible, or what authorization is required — the burden annotations leave open.

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

Conciseness2/5

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

The description is a single cryptic fragment prefixed by a bracketed tag. It is not verbose, but it is under-specified rather than concise; nothing is front-loaded beyond the bare verb and object.

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 a mutation tool with a nested object parameter, no output schema, and no annotations covering behavior beyond hints, the description is far too thin. An agent could not reliably construct a valid call or predict the effect without inspecting external knowledge.

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% and three parameters, including a nested opaque 'delta' object, are entirely undocumented. The description's phrase 'model delta' weakly implies delta is the payload and model_id identifies the model, but it gives no structure, format, or constraint information for any parameter.

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 names a verb and a resource ('Submit a model delta'), so the general action is inferable, but 'delta' and the '[fuse]' prefix are unexplained jargon. It does not distinguish this tool from the many forge_* and ratchet_* siblings, leaving the agent unsure what a 'model delta' means in this ecosystem.

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 versus forge_verify, forge_badge, ratchet_advance, or other mutation siblings. There is no mention of prerequisites, model ownership, or what conditions make a submission valid.

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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