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AI agent for website developers

Localization Resource Integrity Agent

Every localized string keeps its placeholders and renders correctly.

Quality controlIT and developmentCreatives
See how it worksGet access
Localization Resource Integrity Agent: what goes in, what the agent does and what you get

What it does

Translation files sometimes break placeholders. A '{name}' gets lost, translated or moved inside an escape sequence, causing crashes or garbled screens. When translation files are updated, this agent compares every string's placeholders with the source language. If a mismatch is mechanical and the correct position is unambiguous, such as a missing brace, it repairs it. If fixing it could change the meaning, it creates a task for a language reviewer. After repairs it renders UI fixtures to confirm strings display correctly, and revises any repair that renders wrong. The localization lead approves release. Edge case: in a German string the placeholder must move to a different position for grammar, so it goes to a reviewer.

How it works

Follow the arrows from top to bottom. The orange dashed arrow is the loop: when a check fails, the agent goes back and tries again.

Start and resultWhat it doesA check on its own workWaits for your OKGoes back and retries
Yes, continueYes, continueApprovedNoNo 1 STARTS WHEN Translations updated 2 USES A TOOL Detect placeholder mismatches 3 CHECKS THE RESULT Is the placeholder position unambiguous? If not: create a language review task. Back to step 2. 4 USES A TOOL Apply the mechanical repair 5 USES A TOOL Render UI fixtures 6 CHECKS THE RESULT Does it render correctly? If not: revise the repair. Back to step 4. 7 YOU APPROVE Localization lead approves release 8 RESULT Validated localization patch
Read the steps as a list
  1. Translations updated
  2. Detect placeholder mismatches
  3. Is the placeholder position unambiguous?If not: create a language review task. Back to step 2.
  4. Apply the mechanical repair
  5. Render UI fixtures
  6. Does it render correctly?If not: revise the repair. Back to step 4.
  7. Localization lead approves releaseThe agent waits here for your OK.
  8. Validated localization patch

How it decides

It repairs only unambiguous placeholders and reruns rendering checks.

  • Repair only mechanical, unambiguous mismatches.
  • Anything that may change meaning goes to a language reviewer.
  • Every repair must render correctly before release.

Make it yours

Every agent is a starting point. You choose these settings for your own situation.

  • Languages and files checked
  • Placeholder formats recognized
  • UI fixtures rendered
  • Who approves release

What keeps you in control

It always asks you first

  • Translation approval
  • Release

Hard limits

  • No meaning changes.

It stops when

  • Done: all strings valid.

Set it up

We guide you through the set-up, step by step

Members get the full set-up guide for this agent. No technical skills needed: you copy, paste and upload.

10 minto set it up in your AI
5 AIsChatGPT, Claude, Copilot, Gemini, Grok
  • One set of instructions to paste into your AI, with the clicks for ChatGPT, Claude, Microsoft 365 Copilot, Gemini and Grok
  • The agent then walks you through connecting your own data, one source at a time
  • A downloadable copy with the flow chart, the rules and the full guide
Get access to this agent

An example run

What happensA French update on September 3 had 2,410 strings. The agent found 17 placeholder mismatches. Twelve were missing braces and got repaired; five needed a reviewer. Rendering showed one repaired string overflowed a button because of a doubled placeholder, so the check failed. The agent revised the repair and re-rendered cleanly. The localization lead approved release on September 5.

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