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SNAPKITTYWEST

SnapKitty MCP Server

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sovereign_inject

Generate a Mamba SSM injection specification by binding a Lean 4 theorem to an Ada contract, enabling structured symbolic proof injection into SSM state.

Instructions

Generate a Mamba SSM injection specification from a Lean 4 theorem and Ada contract. This is the BOB orchestrator architecture: structured symbolic proofs injected into SSM state, bypassing the context window.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
labelNoInjection labelsovereign-injection
ada_contractYesAda contract text to bind to the injection
lean4_theoremYesLean 4 proof obligation or theorem statement
Behavior2/5

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

With no annotations provided, the description must disclose behavior but only offers architectural jargon ('BOB orchestrator', 'bypassing context window') without explaining side effects, resource requirements, or return format.

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 relatively short but the second sentence adds architectural context that may not be essential for invocation, making it slightly less concise and focused.

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 no output schema, no annotations, and three parameters with sparse schema descriptions, the description lacks details on output format, prerequisites, and expected results, hindering correct use.

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 100% but descriptions are minimal; the tool description restates the parameters without adding meaning, examples, or constraints 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?

Description clearly states the tool generates a Mamba SSM injection specification from a Lean 4 theorem and Ada contract, making the purpose explicit and distinct from siblings.

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 ada_contract_generate or twin_chat; the description implies usage when an injection specification is needed but does not provide explicit context or exclusions.

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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