AF agent-security-audit
AI Agent安全审计工具。扫描Skill/Agent代码中的敏感信息泄露、API密钥暴露、注入风险、权限问题、数据安全漏洞，AI智能分析给出修复建议。适用于开发者发布前安全自检、代码安全review。
AI Agent安全审计工具。扫描Skill/Agent代码中的敏感信息泄露、API密钥暴露、注入风险、权限问题、数据安全漏洞，AI智能分析给出修复建议。适用于开发者发布前安全自检、代码安全review。
As a process F 47/100 · Will not run — References files that are not bundled: references/owasp_top10.md, references/fix_examples.md
What is at stake
Medium-severity findings: the skill is probably honest, but read what alarmed the scanner.
Below is the worst case for this category. The finding here is medium: the guard saw a sign, not a proof.
The instructions or scripts send data out: environment variables, keys, file contents, chat history. You may never notice, because the agent performs the upload as "part of the task".
If the upload is not needed for the task, remove it: catalogs flag such skills and delist them. If it is needed, name the destination explicitly, say what leaves the machine, and give the user a switch.
How to improve
- The text references files that are not there: add them or drop the references.
- Your own cases (evals/evals.json, 4–6 real requests with expected answers): the full check would then run those instead of a model-drafted suite.
- A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.
Guard findings · 2
✓ No critical or high findings
Medium and low: 2
-
medium Exfiltration
net-redirectable-api-keyscripts/audit.py:150Helper sends the API key to a host configured by an environment variable — the key can be redirected to another serverAPI key + configurable base URL from environment
A further 1 matches are quotations in this security skill's documentation and are not counted as findings.
Files scanned: 6. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
- warning
missing-refreference to a missing file: references/owasp_top10.md - warning
missing-refreference to a missing file: references/fix_examples.md
Process rating: all ten parameters 47/100
- 0Tools and files. 2 referenced file(s) missing: references/owasp_top10.md, references/fix_examples.md
- 0Failures and branches. Linear process with no failure handling
- 0Progress reporting. Says nothing while it works
- 20When it triggers. No condition that starts the skill
- 40Consistency. Frontmatter name (agent-security-audit) differs from the folder (ai-agent-security-scanner)
- 60Result and completion. Output format stated, no completion criterion
- 70Inputs and preconditions. Inputs and preconditions are listed
- 100Steps. 46 steps
- 100Execution cost. Instruction body is 651 tokens
- 100Running it twice. No mutating operations
- low 10 top-level sections: this looks like several domains in one skill
Everything here is measured from the skill text rather than judged by a model, so the numbers are checkable. A parameter weighs more when it is a more common reason for the process to stall.
Quality signals
- +5Description has no quoted example phrases that should trigger the skill
- +4Description does not say when NOT to use the skill (false activations)
- +3Description length 102: 120–800 characters recommended
- +2Single-language instructions
- +4Structure: 18 headings
- +3Step-by-step instructions: 46 items
- +3Output format is stated explicitly
- +4Has examples (4 code blocks)
- +4Reference files are cited in the instructions (1 of 1)
- +3All 1 scripts are documented
- +1License stated
Quality base 70; lint remarks subtract, signals add up to 100. Result: 83.