AI Agent Change Risk Audit Kit — Basic

Now included free

This module is part of the CodeRiskTools Developer Safety Kit

The individual paid listing has been retired. The former bundle has been withdrawn from public sale; existing buyers retain access.

Safety Kit retired — current catalog

Real Diff Risk Output

See the pattern-based diff risk scorer flag documented change categories, missing test changes and possible secret-like literals.

https://gist.github.com/9batalion/004bc2027b320851bd5576202e5a3efb


AI Agent Change Risk Audit Kit — Basic

A pre-merge review kit for developers who use AI coding assistants and want a repeatable, structured way to catch risky changes before they ship.

The problem: AI-generated code looks confident — and hides risk

If you use Cursor, Copilot, Claude Code, Codex, or any AI coding agent, you already know the pattern: the code looks polished, the tests pass, and the PR feels ready to merge. But under the surface, AI-generated changes often:

  • Modify files you never asked to change (scope creep)
  • Introduce security patterns that look normal but are unsafe (hardcoded secrets, SQL injection, missing auth checks)
  • Alter database schemas or data pipelines without safety guards
  • Assume a perfect runtime environment — no timeouts, no network failures
  • Create changes that are hard to roll back because they span multiple concerns

The longer you use AI coding agents, the more of these you will see. Ad-hoc review notes are not enough. You need a repeatable checklist you can apply in under 10 minutes per pull request.

What you get in Basic

The Basic kit gives you a structured, practical review workflow — not generic advice, not a list of „be careful with AI.” Real checklists. Real prompts. Real questions to ask before you merge.

1. Pre-merge review checklist

A five-check review pass you can apply to any AI-generated change:

  • Scope check — Did the AI change more files than you asked for?
  • Security check — Did the AI introduce unsafe patterns (hardcoded secrets, injection, missing auth)?
  • Data check — Did the AI alter persistence, migrations, or destructive operations?
  • Runtime check — Did the AI add untested async, network, or deployment assumptions?
  • Rollback check — Can you explain and revert this change if it fails?

Each check includes quick tests you can run in under 2 minutes.

2. Risk review prompts

Ready-to-use prompts you can paste into your review workflow or AI tool to systematically evaluate AI-generated changes for security, maintainability, and release readiness.

3. Lightweight workflow template

A step-by-step workflow for integrating the checklist into your existing PR process — whether you use GitHub, GitLab, or another platform.

4. Quick-reference card

A one-page summary you can keep next to your screen during every AI-assisted code review.

Who Basic is for

  • Solo developers using Copilot, Cursor, or Claude Code who want a safety net before merging AI-generated changes
  • Indie hackers shipping fast with AI coding tools who cannot afford a separate security review process
  • Small teams starting to formalize their AI-assisted coding review process
  • Tech leads who review AI-generated PRs from teammates and need a consistent standard

If you review fewer than 10 AI-generated PRs per week and want a simple, repeatable process, Basic is the right starting point.

Basic vs Pro — which one do you need?

Basic Pro
Availability Withdrawn from public sale; existing buyers retain access.
Pre-merge checklist 5-check pass 5-check pass + expanded prompts
Risk review prompts Core set Expanded + structured risk scoring
Workflow template Lightweight PR process Repeatable release/delivery review workflow
Client-ready summaries No Yes — formatted risk summaries for stakeholders
Quick-reference card Yes Yes + extended reference
Best for Solo devs, indie hackers, small teams Freelancers, agencies, teams with client deliverables

Developer Safety Kit withdrawn from public sale; existing buyer access retained.

What Basic is NOT

We believe in honest product descriptions. Here is what Basic does not do:

  • It is not a security audit. It helps you spot common AI-generated risks, but it does not replace professional security testing, penetration testing, or compliance audits.
  • It is not a code analysis tool. It is a review checklist and prompt set — you still need to read the code and think critically.
  • It is not a guarantee. Using the checklist reduces risk, but no checklist can catch every possible issue.
  • It does not include the Pro features — batch audit, team webhook notifications, multi-repo workflow templates, or the agency checklist.

What’s Included

  • Full Python source code (stdlib-only, zero dependencies)
  • Pattern-based diff risk scorer (informational, low, medium, high)
  • Unified diff/patch analysis mode
  • GitHub Actions risk-gate workflow example
  • JSON output and CI-blocking high-risk exit code
  • Local HTTP API mode for tool and CI integration
  • README with Quick Start guide
  • Refund requests handled under the published Terms and applicable law

Proof & Sample Output

See the Basic Kit in action: a 5-point AI code review that catches scope expansion, missing validation, and risky changes before you merge.

Real output from CodeRiskTools Basic Kit. The 5-point audit caught scope expansion and missing input validation in 0.4 seconds, all running locally on your machine.

Pair It With

Need deeper coverage? Included free in Developer Safety Kit for risk scoring, client-ready summaries, and repeatable delivery templates.

Catching secrets in your diffs? Safety Kit retired — current catalog to spot API keys, tokens, and config drift before merge.

The retired 5-Point AI Code Review Checklist is no longer available through a public checkout; existing buyers retain access.

Frequently asked questions

Is this a SaaS subscription?

Use the Safety Kit retired — current catalog is retained as legacy buyer-access material for this retired material; standalone sales have been removed.

What format is it in?

The kit is delivered as a downloadable package via Gumroad. It includes structured checklists, prompts, and templates you can use in any text editor, PR template, or review tool.

Can I use this with any AI coding tool?

Yes. The checklist and prompts are tool-agnostic. They work with Copilot, Cursor, Claude Code, Codex, Aider, or any other AI coding assistant. The workflow is about reviewing the output, not the specific tool that generated it.

Do I need the Pro version?

Not necessarily. If you are a solo developer or small team doing internal reviews, Basic gives you a solid starting framework. If you deliver code to clients, need risk scores, or want repeatable delivery review templates, Pro adds significant value.

What if I realize I need Pro after buying Basic?

You can purchase Pro separately at any time. If you want an move path, contact us.

Is there a refund policy?

Yes. See our Terms and Refund Policy for details.

How to get started

  1. Click the button below to open the current resource.
  2. Download the kit immediately after purchase.
  3. Open the quick-reference card and apply the five-check pass to your next AI-generated PR.
  4. Integrate the workflow template into your review process.

Most developers start catching risks they would have missed within their first review.

Have questions? Contact us · Safety Kit retired — current catalog · Read our blog

📖 Related Reading

Git Diff Security: How to Spot Hidden Risks in Code Changes Before They Ship — Learn how to catch secret leaks, config drift, and AI-generated risks in your git diffs before they reach production.

How to Use This Kit

  1. Download and extract the ZIP file to your project directory.
  2. Run the audit script against your AI-generated code changes:
    python3 audit_kit.py --diff HEAD~1 --output report.md
  3. Review the generated report — it highlights risk areas, scope creep, config drift, and security patterns in your AI-generated changes.
  4. Take action on flagged items before merging to production.

No CodeRiskTools cloud account or subscription is required for the documented core workflow. Purchase, download, updates, and support remain online activities.

Use Cases

  • Solo developers reviewing AI-generated code before merging
  • Developers using Copilot, Cursor, or Claude Code who want a structured review process
  • Anyone starting with AI code review who needs a simple, affordable checklist
  • Teams that want a lightweight, non-automated review framework

How to Use This Kit

  1. Download the kit and extract the ZIP.
  2. Open the AI Code Review Checklist PDF.
  3. Before merging any AI-generated code, walk through each of the 5 checklist points:
  4. Does the AI change introduce new dependencies?
  5. Does it expose secrets or credentials?
  6. Does it change configuration files unexpectedly?
  7. Does it modify security-critical code paths?
  8. Is the change proportional to the intent?
  9. Mark each item and document your findings.
  10. Use the Safety Kit retired — current catalog is retained as legacy buyer-access material for this retired material; standalone sales have been removed.

What’s Included

  • 5-Point AI Code Review Checklist — structured review for AI-generated changes
  • Quick-start card — one-page reference for common AI code review scenarios
  • Risk prompts — questions to ask about every AI-generated change
  • PDF and Markdown formats — print or use digitally

Related Products

If you review AI-generated code, pair this checklist with:

FAQ

Is AI-generated code really less secure than human-written code?

A 2026 Cloud Security Alliance research note found 35 CVEs in a single month (March 2026) directly attributable to AI coding tools, with the true count estimated at 5x higher. A Q1 2026 assessment of over 200 vibe-coded applications found that 91.5% contained at least one vulnerability traceable to AI hallucination, and AI-generated code exhibited a 2.74x higher XSS vulnerability rate compared to human-written code. Reviewing AI code before merge is not optional — it is essential.

Do I need a security tool if my team is small?

The retired 5-Point AI Code Review Checklist is no longer available through a public checkout; existing buyers retain access.

Compare with Other Tools

See how CodeRiskTools stacks up against Snyk, GitGuardian, Semgrep, and SonarQube for AI code security.

Honest Limitations

  • Runs its documented core workflow on your machine without uploading source code to CodeRiskTools.
  • Basic Kit focuses on single-file and single-commit auditing — for batch/team workflows, move to Current CodeRiskTools catalog.
  • Pattern-based severity classification — always review flagged items with human judgment.
  • The current local scanner is Scanner 3.0.0, an MIT/free GitHub project for pre-merge checks.
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