SKILLEMALL.ai

AD qfnu-campus-life

曲阜师范大学(曲阜师大 / 曲师 / QFNU / 曲园)在校生校园生活与学业事务助手。用于回答选课与教务系统操作、学分绩点(GPA)与学位/推免门槛、转专业与辅修微专业、奖学金助学金与勤工助学、图书馆与自习座位预约、一网通办与统一身份认证、校园网 QFNU 与校园一卡通、宿舍公寓与食堂、校历放假与报到注册、就业与考研、心理咨询、校区与学院分布、交通快递等一切校园事务,并可计算平均学分绩点。当用户提到曲阜师范大学、曲阜师大、曲师、QFNU、曲园、杏坛、犁牛之子、静轩西路57号、烟台路80号、日照校区、曲阜校区,或提到选课、教务系统 zhjw、综合测评、综测、绩点、推免保研、转专业、奖学金、助学金、助学贷款、一卡通、校园网、图书馆座位预约、校历、学宿费、毕业资格等与该校相关的任何事务时,都应使用本 skill,即使用户没有明确要求"用 skill"。

ClawHub Agent Skills author: 营室菌 v1.0.0 MIT-0 8 files body ≈ 826 tokens Open the sourceclawhub.ai analyzed 3 d ago

曲阜师范大学(曲阜师大 / 曲师 / QFNU / 曲园)在校生校园生活与学业事务助手。用于回答选课与教务系统操作、学分绩点(GPA)与学位/推免门槛、转专业与辅修微专业、奖学金助学金与勤工助学、图书馆与自习座位预约、一网通办与统一身份认证、校园网 QFNU…

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

ProcedureLogistics and warehouseInfrastructuretype and topics are labelled automatically from the skill text
JSON
Technical rating
A
91/100
safety, quality, tests
Safety 60%
100
Quality 40%
78
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: 8. 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 "last_verified"

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 (qfnu-campus-life) differs from the folder (qfnulife)
  • 100Tools and files. No external tools needed
  • 100Steps. 19 steps
  • 100Execution cost. Instruction body is 826 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 379: enough signal without eating the budget
  • +4Structure: 8 headings
  • +3Step-by-step instructions: 19 items
  • +4Has examples (2 code blocks)
  • +4Reference files are cited in the instructions (5 of 5)
  • +3All 1 scripts are documented

Quality base 70; lint remarks subtract, signals add up to 100. Result: 78.

External checks

ClawHub: suspicious
This campus helper is mostly coherent, but it needs Review because it points users at HTTP login portals and publishes a predictable new-student credential formula.
LLM: suspicious (medium) · 5 Sept 2026