ShadowAudit Assessment

Scanned: {{ path }} · Taxonomy: {{ taxonomy_name }} · {{ total_files }} file(s)

{% if has_findings %}

Executive Summary

Total Tools

Gated ✓

Ungated ⚠

{% if critical_ungated > 0 %}

Critical Risk

{% endif %}

{{ coverage_percent }}%

Coverage

Coverage Map

{% for tool in tools %}

{{ tool.name[:12] }}{% if tool.name|length > 12 %}..{% endif %} {% if tool.is_wrapped %}Gated{% else %}Ungated{% endif %}

{% endfor %}

Gated: {{ gated_count }} Ungated: {{ total_tools - gated_count }} {{ gated_count }} of {{ total_tools - safe_tools }} risky tools are protected with ShadowAuditTool.

Tool Inventory

{% for tool in tools %} {% if tool.needs_action %} {% endif %} {% endfor %}

Tool	Category	Status	Risk	Location
`{{ tool.name }}` {% if tool.framework != "unknown" %} {{ tool.framework }} {% endif %}	{{ tool.category }} {% if tool.taxonomy_description %} {{ tool.taxonomy_description }} {% endif %}	{% if tool.is_wrapped %} ✓ Gated {% else %} ❌ Ungated {% endif %}	{{ tool.risk_level }}	`{{ tool.file.split('/')[-1] }}:{{ tool.line }}`
Remediation: `{{ tool.remediation }}`

{% if categories %}

Category Breakdown

{% for cat_name, cat_data in categories.items() %} {% endfor %}

Category	Total	Gated	Ungated	Critical/High
`{{ cat_name }}`	{{ cat_data.count }}	{{ cat_data.gated }}	{{ cat_data.ungated }}	{% if cat_data.critical > 0 or cat_data.high > 0 %} {{ cat_data.critical + cat_data.high }} {% else %} — {% endif %}

{% endif %} {% if recommended_taxonomy %}

Recommended Taxonomy

Auto-generated taxonomy based on detected tools. Save as a .json file for reuse with --taxonomy.

{
{% for cat_name, cat_config in recommended_taxonomy.items() %}  "{{ cat_name }}": {
    "delta": {{ cat_config.delta }},
    "risk_keywords": [
{% for kw in cat_config.risk_keywords %}      "{{ kw }}"{% if not loop.last %},{% endif %}
{% endfor %}    ],
    "description": "{{ cat_config.description }}"
  }{% if not loop.last %},{% endif %}
{% endfor %}}

{% endif %} {% if implementation_plan %}

Implementation Plan

Step-by-step instructions to wrap each ungated tool with ShadowAudit enforcement.

{% for step in implementation_plan %}

Wrap {{ step.tool_name }} (category: {{ step.category }}) with ShadowAuditTool to enforce runtime governance.

{{ step.code }}

{% endfor %}

{% endif %} {% else %}

🔍

No AI Agent Tools Detected

No tool classes inheriting from BaseTool were found in the scanned path.

If you expected tools, ensure they inherit from BaseTool (LangChain, CrewAI, or AutoGen).

{% endif %}