Detect DNS/HTTP exfiltration patterns (entropy, beaconing) in logs
Single tool 'exfilwatch_scan' has a clear, concise description (89 chars) and a properly typed input schema with one parameter. However, the parameter 'target' lacks a description entirely, violating the requirement that every parameter must have a description explaining what it controls. The output schema is not documented, LLMs cannot infer the structure of the JSON findings returned. No error handling guidance is provided. The tool name uses a verb prefix ('exfilwatch_scan') which is acceptable but generic; 'scan_logs_for_exfiltration' would be more explicit about the action and domain. Overall, the tool meets minimal definition standards but falls short of production quality due to missing parameter descriptions and undocumented output structure.
Detect DNS/HTTP exfiltration patterns (entropy, beaconing) in logs. Returns JSON findings.
Parameter 'target' has no description. LLMs cannot infer whether it expects a file path, URL, or stdin indicator without explicit guidance.
Output schema is not documented. The tool returns JSON findings but LLMs have no visibility into the structure (fields, types, nesting). This forces LLMs to guess at response shape and risks misinterpretation.
No error handling guidance. If the file is not found, malformed JSON is encountered, or the scan fails, the tool provides no recovery hints to the LLM.
Tool name 'exfilwatch_scan' is domain-specific but generic. 'scan_logs_for_exfiltration' or 'detect_dns_exfiltration' would more clearly signal the action and domain to LLMs.
| Scored | Grade | Overall | Spec posture | Rubric |
|---|---|---|---|---|
| 2026-09-23 | D | 56 | 2026-07-28+ | v2 |