Inventory every prompt before attackers do.

Automatically discover system prompts, developer prompts, agent instructions, tool prompts, prompt templates, evaluation prompts, and embedded instructions throughout your repositories. Treat prompts like production software assets: visible, reviewable, governed, and tied to downstream threat modeling and eval coverage.

Scan Prompt Assets View Sample Findings

WHERE ARE YOUR PRODUCTION PROMPTS?

Discover

Locate prompt assets automatically across repositories, templates, evals, tools, and orchestration files.

Classify

Classify system, developer, user, tool, RAG, eval, memory, and orchestration prompts.

Analyze

Identify injection risk, hidden instructions, unsafe tool guidance, sensitive information, and privileged prompts.

Connect

Feed Threat Canvas, ATTACK, Eval Coverage, and engineering backlog workflows.

Core capabilities

What SecEng Prompt Asset Scanner does.

Repository Prompt Discovery

Find prompts spread across code, configuration, templates, notebooks, eval fixtures, agent instructions, and embedded workflow files.

Purpose Classification

Separate system prompts, developer prompts, user prompts, tool prompts, RAG prompts, eval prompts, memory prompts, and orchestration instructions.

Risk Pattern Analysis

Flag hidden instructions, injection-sensitive wording, unsafe tool guidance, privileged prompts, sensitive information, and review gaps.

Production Asset Inventory

Build a prompt inventory that can be reviewed, governed, linked to owners, and converted into security backlog items.

Threat Canvas Handoff

Turn privileged prompts and prompt-controlled flows into Threat Canvas assets and attack-surface notes.

Eval Coverage Handoff

Convert prompt asset findings into eval requirements for injection, tool abuse, leakage, and regression testing.

Evidence & signals

What you get out of the box.

Prompt Classes

System
Developer
User
Tool
RAG
Eval
Memory
Orchestration

Risk Signals

Hidden instructions
Unsafe tool guidance
Injection risk
Sensitive information
Privileged prompts
Review gaps

Deliverables

Prompt inventory
Risk findings
Prompt classification
Threat Canvas assets
Engineering backlog

AI SECURITY ENGINEERING WORKBENCH

Ready to put SecEng Prompt Asset Scanner to work?

Prompt Asset Scanner is an active-development SecEng Workbench capability available through scoped public-site review conversations. We inventory prompts as production assets and turn findings into reviewable engineering backlog.

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