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cellmath

run_brain_cell

[CRITICAL: COMMIT & CHECKPOINT ONLY] Explicit BrainCell durable state gate. For repetitive procedure execution, execute locally with skills. Call this tool ONLY to commit verified final states to vault.

Input Schema

NameRequiredDescriptionDefault
domainNoStrict domain gate lock
goalRiskNoRisk level (0.0 to 1.0)
goalTaskYesTarget verified goal to commit to BrainCell
searchQueryNoOptional explicit knowledge vault search query
ai_compressed_summaryYesMandatory context summary: "[핵심: E1, E2, ...] [수치: ...] [인과: ...]"

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.6/5.0
Behavior3/5

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

No annotations are provided, so the description carries the burden alone. It does disclose that this is a durable-state write gate and that inputs must be 'verified', which is meaningful behavioral context, but it says nothing about permissions, whether commits are reversible/overwriting, rate limits, or failure modes.

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?

Three short sentences with the critical constraint front-loaded in brackets, so a scanning agent immediately sees the gate. Minor waste in the redundant 'COMMIT & CHECKPOINT ONLY' plus 'commit verified final states' phrasing, and the jargon (BrainCell, vault) reduces crispness slightly.

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?

A five-parameter mutation tool with no annotations and no output schema needs the description to explain what a successful commit returns or how failure is signalled, and it does not. The when-to-use gate is complete, but the outcome/return contract is missing.

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 description coverage is 100%, so every parameter including the domain enum and goalRisk range is already documented. The description reinforces that goalTask must be a verified goal and that the summary is mandatory, but adds no format or constraint detail beyond the schema baseline.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description names a specific action (commit/checkpoint verified final state) on a specific resource (BrainCell durable state / vault), and the ALL-CAPS gate framing distinguishes it from the sibling verify_braincell_status and search_knowledge tools. However, 'BrainCell' is an internal concept and the description never plainly says 'persists a record', so an agent must infer what a commit actually produces.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Explicitly states when NOT to use it ('for repetitive procedure execution, execute locally with skills') and restricts invocation to committing verified final states. The alternative is described generically as 'skills' rather than a named sibling tool, so the routing guidance is clear but not fully enumerated.

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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