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code_signal_python

Paid $0.005 Base USDC. Fast static Python bug/security preflight with an optional cost-transparent /code-review continuation only for high/critical or multiple findings. Code is parsed but never executed or retained.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
codeYes
intentYes
languageNopython

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

B3.4/5.0
Behavior4/5

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

With no annotations, the description carries the full burden and delivers real behavioral facts: an explicit price ($0.005 Base USDC), the cost-transparent opt-in continuation, and a data-handling guarantee ('parsed but never executed or retained'). It omits auth/payment prerequisites and failure modes, which keeps it short of a 5.

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 dense, front-loaded sentences with the price and the core capability stated first; every clause carries information. Slightly jargon-heavy but no filler.

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?

Covers cost, safety posture, and escalation path, which is good for a paid static-analysis tool with no output schema. But with no annotations and 0% parameter documentation, the unexplained required 'intent' parameter leaves a meaningful gap for an agent trying to invoke it correctly.

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 description coverage is 0% and all three parameters (code, intent, language) are undocumented in the schema. The description adds nothing about what 'intent' should contain or how 'language' interacts with the Python-specific tool, leaving the only required non-code parameter completely unexplained.

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?

States a specific verb+resource+scope: 'Fast static Python bug/security preflight'. The 'preflight' framing plus the reference to a '/code-review continuation' implicitly separates it from the code_review_python sibling, though that sibling is never named outright.

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

Usage Guidelines3/5

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

The escalation rule ('continuation only for high/critical or multiple findings') implies a preflight-then-deepen workflow, which is useful routing context. However it never explicitly says when to call this instead of code_review_python or debug_python_error, so usage is inferred rather than stated.

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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