SKILLEMALL.ai

AC qa-execution-observation

当测试新人不知道执行时应该关注什么、或者有经验的测试发现"执行完了但好像什么都没发现"时使用此技能。测试执行不是"按步骤操作看结果"——你需要同时关注功能表现、接口响应、日志报错、UI 渲染、数据一致性、性能指标六路信号。大多数的 Bug 是被"不小心看到"的而非被测出来的。每轮执行后输出观察记录,在 9 列设计用例上回填「实际结果」与「结论」完成执行闭环,标注异常信号与待跟进问题。⚠️ 本技能示例可能调用外部监控/截图工具,请在受控环境执行。 触发场景:执行观察、观察日志、测试执行、多轮观察、执行异常、观察报告、需要分析执行过程异常时。 Use when the user asks about: observing test execution across six signal channels — functional behavior, API responses, logs, UI rendering, data consistency, and performance.

ClawHub Agent Skills author: kokxi v1.8.0 MIT-0 4 files body ≈ 677 tokens Open the sourceclawhub.ai↗ analyzed 12 d ago

当测试新人不知道执行时应该关注什么、或者有经验的测试发现"执行完了但好像什么都没发现"时使用此技能。测试执行不是"按步骤操作看结果"——你需要同时关注功能表现、接口响应、日志报错、UI 渲染、数据一致性、性能指标六路信号。大多数的 Bug 是被"不小心看到"的而非被测出来的。每轮执行后输出观察记录,在 9…

As a process C 59/100 · Has gaps — weak spots: result and completion, inputs and preconditions, failures and branches

IntegrationData and analyticstype and topics are labelled automatically from the skill text
JSON
Technical rating
A
95/100
safety, quality, tests
Safety 60%
95
Quality 40%
94
Run on models
none yet
Process rating
C
59/100
Has gaps
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.

Broad scope 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 asks for more than the task needs: broad tool access, credential environment variables, binaries. Every extra permission widens the damage from a mistake or a compromise.

For the author

Narrow allowed-tools and the variable list to the minimum; replace binaries with readable sources or scripts.

How to improve

    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 · 1

    ✓ No critical or high findings

    Medium and low: 1
    • medium Broad scope meta-broad-allowed-tools SKILL.md:1
      Broad tool permissions pre-approved: Bash
      allowed-tools: Read Grep Glob Bash

    Files scanned: 4. Evidence is masked. Grey chips explain why severity was lowered.

    Against the Agent Skills spec

    ✓ No remarks against the Agent Skills spec

    Process rating: all ten parameters 59/100

    • 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
    • 70When it triggers. States when to use, but not when not to
    • 100Tools and files. Tools declared in frontmatter
    • 100Steps. 21 steps
    • 100Consistency. Name and required fields are in place
    • 100Execution cost. Instruction body is 677 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

    • +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
    • +5Description quotes 2 example trigger phrases
    • +3Description length 447: enough signal without eating the budget
    • +4Structure: 9 headings
    • +3Step-by-step instructions: 21 items
    • +4Has examples (1 code blocks)
    • +4Reference files are cited in the instructions (1 of 1)
    • +1License stated

    Quality base 70; lint remarks subtract, signals add up to 100. Result: 94.

    External checks

    ClawHub: clean
    This is a QA test-execution observation guide with disclosed log and data inspection guidance and no hidden code, persistence, or exfiltration behavior.
    LLM: benign (high) · VirusTotal: · 29 Sept 2026