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doteyeso-ops

Vibes-Coded Agent Tools

vc_json_repair

Read-onlyIdempotent

Repair malformed JSON from AI model output, fixing trailing commas, missing quotes, and other syntax errors to return valid parsed JSON.

Instructions

Repair malformed JSON from LLM output and return valid parsed JSON.

Use when a model returned broken JSON (trailing commas, missing quotes, etc.). Do not use for web fetching or search — use vc_web_search / vc_page_markdown.

Auth: free-trial or X-Vibes-Key preferred; else x402 (~$0.02). Side effects: none local; compute-only remote call. Idempotent for the same text. Returns repaired JSON, or payment_required.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
textYesMalformed JSON or JSON-like text from an LLM.
payment_signatureNoOptional x402 PAYMENT-SIGNATURE if not using X-Vibes-Key.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior5/5

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

Beyond annotations (readOnly, idempotent, non-destructive), description adds side effects (none local, compute-only), idempotency for same text, and return possibilities (repaired JSON or payment_required). No contradictions.

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?

Six sentences, each serving a distinct purpose (purpose, usage, exclusion, auth, side effects, return). Front-loaded with core action. No unnecessary words.

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

Completeness5/5

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

For a simple tool with output schema and full param coverage, description covers all aspects: purpose, usage, auth, side effects, return. Complete and self-sufficient.

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 coverage is 100% with clear param descriptions. Description does not add significant extra meaning beyond what schema already provides for the two parameters.

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 it repairs malformed JSON from LLM output, with explicit examples of issues (trailing commas, missing quotes). Differentiates from siblings by specifying it is not for web fetching or search.

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

Usage Guidelines5/5

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

Explicitly states when to use (broken JSON from model) and when not to use (web fetching/search), providing alternative tool names. Also mentions auth requirements.

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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