SKILLEMALL.ai

CD cdu-freshman-guide

为成都大学新生提供选课、走读、住宿、医保、租房、就业等高频问题的一站式问答,熊猫向导,数据来自真实QQ互助群群聊经验(脱敏人工策展),提供办事流程与官方渠道核实。Use when user asks about Chengdu University / 成都大学 topics: 新生指南、选课、走读、宿舍、报到、学费、军训、租房 etc. 回答附来源链接与交叉验证建议。NOT for: 代课代考等灰色服务、其他学校事务。

ClawHub Claude Code author: Century0327 v1.4.1 MIT-0 17 files · 5 scripts body ≈ 1 541 tokens Open the sourceclawhub.ai↗ analyzed 8 d ago

为成都大学新生提供选课、走读、住宿、医保、租房、就业等高频问题的一站式问答,熊猫向导,数据来自真实QQ互助群群聊经验(脱敏人工策展),提供办事流程与官方渠道核实。Use when user asks about Chengdu University / 成都大学 topics…

As a process D 44/100 · Unfinished process — References files that are not bundled: scripts/build_kb.py

ProcedureAI and agentstype and topics are labelled automatically from the skill text
JSON
Technical rating
C
88/100
safety, quality, tests
Safety 60%
100
Quality 40%
69
Run on models
none yet
Process rating
D
44/100
Unfinished process
References files that are not bundled: scripts/build_kb.py
Tools and files w 18
0
Result and completion w 14
0
Inputs and preconditions w 11
0
the three weakest of ten parameters · all ten

How to improve

  1. The text references files that are not there: add them or drop the references.
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: 16. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning frontmatter-yaml SKILL.md: the frontmatter is not valid YAML (YAML parse error: Nested mappings are not allowed in compact mappings at line 3, column 14: description: 为成都大学新生提供选课、走读、住宿、医保、租房、就业等高频问题的一站式问答,熊猫向导,数据来自真实QQ互助群群聊经验(脱敏人工策展)… ^ ); fields were read line by line. The usual cause is a colon inside an unquoted value
  • warning missing-ref reference to a missing file: scripts/build_kb.py
  • note frontmatter-key unknown frontmatter key "tools"

Process rating: all ten parameters 44/100

Will not run. References files that are not bundled: scripts/build_kb.py
  • 0Tools and files. 1 referenced file(s) missing: scripts/build_kb.py
  • 0Result and completion. Does not say what the result is
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 0Progress reporting. Says nothing while it works
  • 50When it triggers. No condition that starts the skill
  • 50Failures and branches. 0 branches, has a failure section
  • 100Steps. 29 steps
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 1541 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
  • +3Output format is not stated: the model decides each time
  • -32 of 5 scripts are never mentioned in SKILL.md
  • +2Single-language instructions
  • +4Description says when NOT to use the skill
  • +3Description length 212: enough signal without eating the budget
  • +4Structure: 14 headings
  • +3Step-by-step instructions: 29 items
  • +4Has examples (7 code blocks)
  • +1License stated

Quality base 70; lint remarks subtract, signals add up to 100. Result: 69.

External checks

ClawHub: suspicious
This is a coherent Chengdu University freshman guide, but it needs Review because it ships sensitive default-password guidance and maintenance scripts that can expose names from chat data.
LLM: suspicious (high) · 20 Aug 2026