SKILLEMALL.ai

BD cyberscope

CyberScope — 可搜索的公开网络攻防/监控/审查方法参考目录:10 类目、62 方法、83 条 公开来源(MITRE ATT&CK、CISA、NIST、EFF、OWASP、SANS 等)。零依赖 Python 标准库 离线 CLI:加权搜索(title>keywords>description>resources)、单条明细、导出 json/csv/md、来源静态验证、目录质量报告(自改进钩子)、校验和锚点。纯参考性 文档——不含操作性/利用步骤。只读,不联网,确定性输出。

ClawHub Agent Skills author: orionshaowswmw v2.0.1 MIT-0 11 files body ≈ 744 tokens Open the sourceclawhub.ai analyzed 2 d ago

CyberScope — 可搜索的公开网络攻防/监控/审查方法参考目录:10 类目、62 方法、83 条 公开来源(MITRE ATT&CK、CISA、NIST、EFF、OWASP、SANS 等)。零依赖 Python 标准库 离线…

As a process D 46/100 · Unfinished process — weak spots: result and completion, when it triggers, inputs and preconditions

IntegrationPeople and hiringtype and topics are labelled automatically from the skill text
JSON
Technical rating
B
88/100
safety, quality, tests
Safety 60%
93
Quality 40%
80
Run on models
none yet
Process rating
D
46/100
Unfinished process
Result and completion w 14
0
Inputs and preconditions w 11
0
Failures and branches w 10
0
the three weakest of ten parameters · all ten

What is at stake

Medium-severity findings: the skill is probably honest, but read what alarmed the scanner.

Concealment medium severity

Below is the worst case for this category. The finding here is medium: the guard saw a sign, not a proof.

If you install

The skill tells the agent to hide things from you: not to show errors, not to mention actions, to report differently from what was done. You lose the ability to see what the agent really did.

For the author

Transparency beats a smooth answer. If the goal is to hide technical noise, ask the agent to "summarise briefly", not to "not mention".

How to improve

  1. Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
For the model run — optional
  • 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 · 3

✓ No critical or high findings

Medium and low: 3
  • medium Concealment en-hide-from-user data/catalog.json:269
    Instruction to hide actions from the user (quoted — discussed, not commanded)
    "description": "Deploying artificial intelligence applications with hidden data exfiltration capabilities embedded in their code to silently transmit user data to external servers.",
    quoted
  • low Risky intent intent-offensive-security README.md:19
    Offensive-security / dual-use content (legitimate for authorised testing; review intended use) (detector / deny-list definition; documentation table row)
    | 无排序(恒按编号) | score 降序(`ransomware` → m50 2450 分第一,而非编号序) |
    detectortable
  • low Risky intent intent-offensive-security references/search_scoring.md:47
    Offensive-security / dual-use content (legitimate for authorised testing; review intended use) (documentation table row)
    | `ransomware` | m50 = 2450(title+kw+desc+res_title+res_desc+短语×2)、m27 = 700 |
    table

Files scanned: 11. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning description-no-when description does not say WHEN to use the skill (no "use when")

Process rating: all ten parameters 46/100

  • 0Result and completion. Does not say what the result is
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 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
  • 60Tools and files. Uses tools (python) that frontmatter does not declare
  • 100Steps. 13 steps
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 744 tokens
  • 100Running it twice. No mutating operations

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)
  • +3Output format is not stated: the model decides each time
  • +2Single-language instructions
  • +3Description length 244: enough signal without eating the budget
  • +4Structure: 7 headings
  • +3Step-by-step instructions: 13 items
  • +4Has examples (1 code blocks)
  • +4Reference files are cited in the instructions (3 of 3)
  • +3All 2 scripts are documented
  • +1License stated

Quality base 70; lint remarks subtract, signals add up to 100. Result: 80.

External checks

ClawHub: clean
CyberScope is a disclosed offline reference/search tool for public cyber and censorship-method descriptions, with dual-use content but no hidden execution, networking, persistence, or credential access.
LLM: benign (high) · VirusTotal: · 7 Sept 2026