SKILLEMALL.ai

AC 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 body ≈ 1 541 tokens Open the sourceclawhub.ai analyzed 2 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 C 62/100 · Has gaps — weak spots: result and completion, inputs and preconditions, progress reporting

ProcedureAI and agentstype 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
C
62/100
Has gaps
Result and completion w 14
0
Inputs and preconditions w 11
0
Progress reporting w 2
0
the three weakest of ten parameters · all ten

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 · 0

    ✓ No critical or high findings

    Files scanned: 17. 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
    • note frontmatter-key unknown frontmatter key "tools"

    Process rating: all ten parameters 62/100

    • 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
    • 100Tools and files. Tools declared in frontmatter
    • 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 6 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: 75.

    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