Complete AI Training
Sign inGet my AI kit

Your job's AI kit

Get your AI kit

Tell us who you are and what you do. We show you your kit right away and email you the link: skills, prompts, AI agents, MCP servers and courses for your job.

500+ jobs ready, and we make a kit for any other job. No payment needed to look.

Share

AI agent for mobile app developers

Third-Party SDK Review Agent

Every SDK known, reviewed and consistent with the app's declared data use, with updates tested before release

Quality controlRisk managementComplianceIT and developmentProduct development
See how it worksGet access
Third-Party SDK Review Agent: what goes in, what the agent does and what you get

What it does

A small analytics library gets an update and suddenly the app reads the advertising ID, and the store privacy label is wrong. This agent lists every SDK in the app and its version. For each one, it checks what the SDK does: network destinations seen in a test run, permissions it adds, data types it sends and what its documentation says about privacy. It compares that with the app's store privacy labels and its own privacy policy. It then tests an update to the newest safe version in a branch and reruns the tests and the network check. Mismatches go on a list. The developer approves the release. Edge case: an SDK that loads other SDKs at runtime is flagged because its calls will not show in the code list.

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 Release candidate or SDK update alert 2 USES A TOOL List SDKs and versions from the build 3 USES A TOOL Run the app on a test device and capture networkcalls and permissions 4 DOES Compare observed data with store labels and policy 5 CHECKS THE RESULT Is every observed data type covered by the labelsand policy? If not: list the mismatch with the SDK and the call.Back to step 3. 6 DOES Select the newest safe version for each SDK with afinding 7 USES A TOOL Update in a branch and rerun tests and the networkcheck 8 CHECKS THE RESULT Do tests pass and is the mismatch gone? If not: try another version or flag the SDK forreplacement. Back to step 6. 9 YOU APPROVE Developer approves the release 10 RESULT SDK review report
Read the steps as a list
  1. Release candidate or SDK update alert
  2. List SDKs and versions from the build
  3. Run the app on a test device and capture network calls and permissions
  4. Compare observed data with store labels and policy
  5. Is every observed data type covered by the labels and policy?If not: list the mismatch with the SDK and the call. Back to step 3.
  6. Select the newest safe version for each SDK with a finding
  7. Update in a branch and rerun tests and the network check
  8. Do tests pass and is the mismatch gone?If not: try another version or flag the SDK for replacement. Back to step 6.
  9. Developer approves the releaseThe agent waits here for your OK.
  10. SDK review report

How it decides

An SDK passes when its observed data and permissions are covered by the labels and the policy. Any new data type blocks release until labeled.

  • Block the release for any unlabeled data type
  • Flag SDKs with no update in 12 months
  • Flag SDKs that load code at runtime
  • Try one version back before recommending removal

Make it yours

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

  • Data types that must be labeled
  • Allowed network destinations
  • Age at which an SDK is flagged (default 12 months)
  • Test device and OS version

What keeps you in control

It always asks you first

  • The release
  • Removing or replacing an SDK

Hard limits

  • Never publishes the app or updates store labels itself
  • Tests only with test accounts and data

It stops when

  • Done: all SDKs reviewed and labels consistent
  • Stop: the build cannot run on the test device

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 happensThe agent found 11 SDKs. A crash reporting library, updated to 5.2, started sending the device model and an advertising ID. The store label listed neither, so the check failed. A test with version 5.1 sent only crash data, and all tests passed. The agent proposed pinning 5.1 and updating the label for device model on a later release. The developer approved.

More agents for mobile app developers

Compliance · IT and development

App Store Rejection Response Agent

Turn a rejection into a tested fix and a ready resubmission with a reply

10 steps1 check3 jobs
Quality control · Compliance

Release Submission Checklist Agent

Make every release package pass the store requirements before it is submitted

10 steps1 check2 jobs
Risk management · Monitoring

Crash Rate Rollout Guard Agent

Stop a bad release early by checking each rollout stage against the last release

11 steps2 checks2 jobs
Quality control · IT and development

Device and OS Test Matrix Agent

Cover the devices and OS versions that matter and confirm the app works on each

11 steps2 checks5 jobs