Spec-Kit SDD

Security checks across malware telemetry and agentic risk

Overview

This is a disclosed Spec-Kit workflow guide with user-run setup and Paperclip issue update commands, with no evidence of hidden execution or exfiltration.

Install this only if you want Spec-Kit SDD workflow help and Paperclip issue handoff commands. Before running any Paperclip PATCH/POST or helper script, confirm the issue ID, assignee, API URL, and credentials, because those commands can change issue ownership or add comments.

SkillSpector

By NVIDIA
Vulnerability Patterns
  • Data ExfiltrationExternal Transmission, Env Variable Harvesting, File System Enumeration
  • Trigger AbuseOverly Broad Trigger, Shadow Command Trigger, Keyword Baiting Trigger
  • MCP Tool PoisoningHidden Instructions, Unicode Deception, Parameter Description Injection
  • Prompt InjectionInstruction Override, Hidden Instructions, Exfiltration Commands
  • Privilege EscalationExcessive Permissions, Sudo/Root Execution, Credential Access
Findings (3)

Tp4

High
Category
MCP Tool Poisoning
Confidence
86% confidence
Finding
The skill description promises broad Spec-Kit workflow support, but the file mostly provides static guidance and includes unrelated direct Paperclip API operations. This mismatch can mislead users and orchestration systems into invoking the skill in inappropriate contexts, increasing the chance of unintended side effects such as issue reassignment or unsafe trust in unimplemented capabilities.

Vague Triggers

Medium
Confidence
88% confidence
Finding
The trigger list contains broad natural-language terms like 'constitution', 'specification', and 'implementation plan', which can cause the skill to activate in many unrelated conversations. Over-broad activation increases the attack surface for prompt injection and raises the risk that users are steered into following shell/API instructions when they did not intend to use this skill.

External Transmission

Medium
Category
Data Exfiltration
Content
PAPERCLIP_API="http://localhost:3100/api"

# Reassign by agent ID
curl -s -X PATCH "$PAPERCLIP_API/issues/$ISSUE_ID" \
  -H "Content-Type: application/json" \
  -d "{\"assigneeAgentId\": \"$TARGET_AGENT_ID\"}"
Confidence
95% confidence
Finding
curl -s -X PATCH "$PAPERCLIP_API/issues/$ISSUE_ID" \ -H "Content-Type: application/json" \ -d "{\"assigneeAgentId\": \"$TARGET_AGENT_ID\"}" # Comment on issue curl -s -X POST "$PAPERCLIP_API/issu

VirusTotal

65/65 vendors flagged this skill as clean.

View on VirusTotal