SKILLEMALL.ai

AD ruankao-spgm-essay-scorer

模拟阅卷评分软考高级资格「系统规划与管理师」的考生论文。当用户粘贴论文全文、询问"这篇论文能得多少分/帮我打分/模拟阅卷/论文质量评估/系规论文评分"时触发,按官方 5 维评分标准(切题性/实践性/深度与广度/逻辑性/书面表达)逐项打分、折算官方 75 分制得模拟分并判是否过线,对照 IMA 主库真题/范文/大纲给出针对性改进建议。

ClawHub Agent Skills author: 一线评标专家 v1.0.0 MIT-0 7 files body ≈ 938 tokens Open the sourceclawhub.ai analyzed 2 d ago

模拟阅卷评分软考高级资格「系统规划与管理师」的考生论文。当用户粘贴论文全文、询问"这篇论文能得多少分/帮我打分/模拟阅卷/论文质量评估/系规论文评分"时触发,按官方 5 维评分标准(切题性/实践性/深度与广度/逻辑性/书面表达)逐项打分、折算官方 75 分制得模拟分并判是否过线,对照 IMA…

As a process D 49/100 · Unfinished process — weak spots: result and completion, when it triggers, inputs and preconditions

ProcedureWriting and documentstype and topics are labelled automatically from the skill text
JSON
Technical rating
A
90/100
safety, quality, tests
Safety 60%
100
Quality 40%
75
Run on models
none yet
Process rating
D
49/100
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

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 · 0

✓ No critical or high findings

Files scanned: 7. 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")
  • note frontmatter-key unknown frontmatter key "agent_created"

Process rating: all ten parameters 49/100

  • 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
  • 40Consistency. Frontmatter name (ruankao-spgm-essay-scorer) differs from the folder (ruankao-spgm-essay-scorer-1-0-0)
  • 100Tools and files. No external tools needed
  • 100Steps. 37 steps
  • 100Execution cost. Instruction body is 938 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
  • +1No license
  • +2Single-language instructions
  • +3Description length 167: enough signal without eating the budget
  • +4Structure: 17 headings
  • +3Step-by-step instructions: 37 items
  • +4Has examples (1 code blocks)
  • +4Reference files are cited in the instructions (3 of 3)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 75.

External checks

ClawHub: clean
This is a disclosed exam-essay scoring skill with optional knowledge-base lookup and some low-impact branding/referral text, with no executable code or hidden persistence.
LLM: benign (high) · VirusTotal: · 29 Jul 2026