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delimit_zero_spec

Extract an OpenAPI specification directly from your framework source code. Supports FastAPI, Express, and NestJS without requiring a spec file.

Instructions

Extract OpenAPI spec from framework source code (no spec file needed).

Detects the API framework (FastAPI, Express, NestJS) and extracts a complete OpenAPI specification directly from the source code. Currently supports FastAPI with full fidelity.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
project_dirNoPath to the project root directory..
python_binNoOptional Python binary path (auto-detected if omitted).

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior4/5

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

No annotations provided, so description carries full burden. Discloses framework detection and current FastAPI-only full fidelity limitation. Does not mention whether code execution occurs or side effects, but 'extract' implies read-only.

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

Conciseness5/5

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

Two sentences, front-loaded with core action, no wasted words. Efficiently conveys purpose and key limitation.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given output schema exists, description covers main functionality and limitation. Lacks discussion of edge cases or process details but is adequate for a simple tool.

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 baseline is 3. Description adds minimal value beyond schema (e.g., 'source code' context) but does not provide deeper semantics or examples.

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?

Clearly states the verb 'extract' and resource 'OpenAPI spec' from source code, distinguishing it from siblings by specifying framework detection and no spec file needed.

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?

Implies use when no spec file exists but does not explicitly state when to avoid this tool or mention alternatives. No exclusion criteria or comparative guidance.

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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