AI tools, scored for your job
Get paid to train AI
Overview How It Works Before & After Reviews Integrations Why This Tool FAQ Pricing Top 10 Get Alerts News

Stroq — AI for General (Professional Services)

Find secrets and block unauthorized actions in your AI coding agent sessions.

What is Stroq?

Stroq: Find secrets and block unauthorized actions in your AI coding agent sessions. It has a free plan. Zekai's independent review scores it 8.5 out of 10. Best for software developers using AI coding agents.

Facts checked 15 Nov 2026.

DifferentiatorFinds secrets and gates actions in AI coding agent sessions locally
Proof36 attacks replayed
Try Stroq
Free Plan
Free plan verified · free AI tools for Consultants
8.5 Zekai
Agent Security Guard
AI for General (Professional Services)
Ease of Use
6.0
Accuracy
10.0
Value
10.0
Time Saving
8.0
Secret GuardProvenance TrackingLocal ExecutionCLI ToolPolicy Engine
🏷 Is this your tool? Claim this listing →

Zekai Verdict

What is it?
Stroq reads your Claude Code, Codex, and Cursor sessions to track where commands originated and prevent sensitive keys from leaving your machine.
Best for
Software Engineering
Not ideal for
Requires command-line configuration and management
Price
Free plan
Zekai Score
8.5/10
Hand-scored by Zekai

Top AI for General (Professional Services) picks

See all 123 AI tools for Consultants →
⚡ Quick answer

Stroq is an open-source security tool that scans local AI coding agent sessions, such as Claude Code and Cursor, to track command origins and block secret exfiltration. It runs entirely locally with zero telemetry, using a deterministic policy engine to prevent indirect prompt injections and credential theft.

CategoryAI for General (Professional Services)
Best forSoftware developers using AI coding agents
Free planyes
DifferentiatorFinds secrets and gates actions in AI coding agent sessions locally
Proof36 attacks replayed
Rating4.5
📖 About Stroq

Stroq reads your Claude Code, Codex, and Cursor sessions to track where commands originated and prevent sensitive keys from leaving your machine. It operates locally with no telemetry, using normalization, provenance tracking, and secret egress guards to protect your environment.

How It Works

Your workflow, automated

1
Initialize CLI
Run the initialization command via npx to set up Stroq in your environment.
2
Configure Policy
Customize your YAML policy rules to define allowed and denied agent behaviors.
3
Scan and Test
Automatically scan coding sessions and replay attack scenarios to validate your defenses.
Ready to automate your workflow with Stroq?
Try Stroq →
Real Impact

Before & After

❌ Before

AI coding agents reading untrusted issues and potentially exfiltrating local environment secrets without detection.

✅ After

Deterministic security policies blocking secret egress and tracing command origins locally.

21 rules
AI Prompts

Prompts for Consultants

Prompt 01 Prompt: Draft a Project Scope Section
Act as a management consultant drafting a scope of work for a client proposal. The client, [[Client Name]], wants to improve their employee onboarding process.
Prompt 02 Client Feedback Synthesis
[Paste a collection of raw client feedback from emails, surveys, call notes, etc.] • Email 1: "The new dashboard is too confusing. I can't find the report I need." • Survey Response: "I love the new feature, but it's slow to load." • Call…
Prompt 03 Client Discovery Analysis Prompt (for Claude/GPT-4)
Act as a management consultant. I've uploaded the transcripts from three discovery calls with a new client, [[Client Name]]. The client is a [[describe industry and size]] facing challenges with [[e.g., customer churn, inefficient…
See all 22 AI prompts for Consultants →
Social Proof

Trusted by professionals

Ease of Use
6.0
Accuracy
10.0
Value
10.0
Time Saving
8.0
Connects With

Stroq integrations

Claude Code Codex CLI Cursor
Setup complexity: Advanced
Stroq reads your Claude Code, Codex, and Cursor sessions to track where commands originated and prevent sensitive keys from leaving your machine. It operates locally with no telemetry, using normalization, provenance tracking, and secret egress guards to protect your environment.
The decision

Is Stroq worth it?

Built for
Software developers and engineering teams using AI coding assistants
Effort to adopt
Advanced
Who It's For

Why General (Professional Services) choose this tool

🎯
Built for
Software Engineering
In-Depth Overview
As AI coding agents become more autonomous, they frequently process external text from issues, pull requests, and documentation that can contain indirect prompt injections or malicious instructions. Stroq addresses this vulnerability by acting as a security gate for agent actions. Instead of relying on the AI model itself to judge safety, Stroq uses a deterministic policy engine that runs locally with zero telemetry or network calls in the hot path. It normalizes text inputs, decodes hidden encodings, and traces the provenance of commands back to their source tool outputs. If an agent attempts to execute a command carrying a known secret variable, Stroq blocks the outbound call, identifying the specific variable and file without exposing the underlying value. Additionally, you can replay 36 known attack scenarios against your custom policies to test your security posture on every commit. While it provides critical visibility and protection against agentjacking and credential theft, it requires manual setup of local CLI tools and configuration of YAML policies to fit your specific development workflows.

Key Use Cases

💻
Prevent AI agents from leaking environment secrets
Software Developer
Stroq scans your coding agent sessions and blocks outbound requests that attempt to transmit local environment variables or API keys.
100% local
🛡️
Test policies against known agent attacks
Security Engineer
Replay dozens of real-world attack scenarios and prompt injection variants against your custom policies to verify your defenses.
36 attacks
✓ Pros
Operates entirely locally with zero telemetry
Deterministic policy engine with no model in the hook loop
Traces command origins to identify malicious prompt injections
Blocks outbound calls carrying known secrets
Includes built-in test scenarios for security verification
· Cons
Requires command-line configuration and management
Policy files must be manually maintained
Limited to supported coding agents (Claude Code, Codex, Cursor)
Complex attack vectors may require careful policy tuning
⚡ Editorial Verdict

Stroq provides essential security guardrails for developers running local AI coding agents like Claude Code and Cursor. Its deterministic policy engine and provenance tracking effectively catch indirect prompt injections and secret leaks without relying on cloud telemetry. However, setting up and maintaining YAML policies requires manual oversight and familiarity with command-line tools.

Questions & Answers

Frequently asked questions

What AI coding agents does Stroq support?

+
Stroq supports Claude Code, Codex CLI, and Cursor sessions.

Does Stroq send my data to the cloud?

+
No. Stroq runs entirely locally on your machine and includes zero telemetry.

Last reviewed:

Plans & Pricing

Stroq pricing and plans

Free
$0
Open source under Apache-2.0 license
Get Started Free

Prices and features are updated regularly but can change at any time — always confirm on the official website. Some links on this page are affiliate links.

See all 123 AI tools for Consultants →

Get Stroq deal alerts

Be the first to know when Stroq drops a new discount, adds features, or changes pricing.

Exclusive Stroq discount codes
New feature announcements
Best alternative picks when pricing changes
Zero spam — unsubscribe anytime
🎉
You're subscribed!
We'll notify you when Stroq has a new deal.
AI Directory

About Stroq

Full Description

Stroq reads your Claude Code, Codex, and Cursor sessions to track where commands originated and prevent sensitive keys from leaving your machine. It operates locally with no telemetry, using normalization, provenance tracking, and secret egress guards to protect your environment.

Editorial Verdict

Stroq provides essential security guardrails for developers running local AI coding agents like Claude Code and Cursor. Its deterministic policy engine and provenance tracking effectively catch indirect prompt injections and secret leaks without relying on cloud telemetry. However, setting up and maintaining YAML policies requires manual oversight and familiarity with command-line tools.

Last reviewed:
Disclaimer
Zekai is an independent AI tools directory. We are not affiliated with, endorsed by, or officially connected to Stroq unless clearly stated. All product names, logos, and brands are the property of their respective owners and are used for identification purposes only. The information on this page — including pricing, features, and availability — is general information, may have changed since our last review, and is not professional advice. Zekai Scores and verdicts are our editorial opinion. Some outbound links are affiliate links that may earn us a commission at no extra cost to you. Spotted outdated or incorrect information? Request a correction →
Get paid to train AI →
‹ Previous Tool Isometric SF ‹
›
All AI Tools A–Z →
Visit website ↗
Stroq8.5Try Stroq ↗Next tool →
● 1,539 paid AI jobs open now →

See Zekai first in Google