SKILLEMALL.ai

BD 出国留学文书撰写

根据学生背景与目标院校或专业,策划、撰写、改写和润色英文留学申请文书,覆盖个人陈述(PS/SOP)、推荐信草稿、联系潜在导师的套磁邮件以及留学英文简历或学术 CV。用于用户提供课程、竞赛、科研、论文、项目、实习、职业目标或导师信息,希望突出申请优势、说明项目匹配度、减少中式表达并生成可直接微调提交的海外院校风格文书时;也用于审校现有文书、压缩至字数限制、统一整套申请材料叙事或按院校题目定制。

ClawHub Agent Skills author: caroljiang150-ai v1.0.0 MIT-0 7 files body ≈ 571 tokens Open the sourceclawhub.ai analyzed 2 d ago

根据学生背景与目标院校或专业,策划、撰写、改写和润色英文留学申请文书,覆盖个人陈述(PS/SOP)、推荐信草稿、联系潜在导师的套磁邮件以及留学英文简历或学术…

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

ProcedurePeople and hiringtype and topics are labelled automatically from the skill text
JSON
Technical rating
B
87/100
safety, quality, tests
Safety 60%
100
Quality 40%
67
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

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 name-format name should be kebab-case (lowercase letters, digits, hyphens)
  • 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
  • 30Running it twice. 1 mutating operations with no state check
  • 40Consistency. Frontmatter name (出国留学文书撰写) differs from the folder (studying-abroad-documents)
  • 100Tools and files. No external tools needed
  • 100Steps. 34 steps
  • 100Execution cost. Instruction body is 571 tokens

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
  • +4No input/output examples
  • +1No license
  • +2Single-language instructions
  • +3Description length 197: enough signal without eating the budget
  • +4Structure: 7 headings
  • +3Step-by-step instructions: 34 items
  • +4Reference files are cited in the instructions (5 of 5)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 67.

External checks

ClawHub: clean
This is a coherent writing-assistance skill for overseas study applications, with no executable code or hidden high-impact behavior found.
LLM: benign (high) · VirusTotal: · 12 Aug 2026