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按人物检索并导入长篇小说《主角》(陈彦 著，茅盾文学奖)的相关章节，作为后续任务的背景资料。当用户提到《主角》里的人物——主角忆秦娥(本名易招弟、易青娥)，或胡三元、胡彩香、米兰、廖耀辉、封潇潇、楚嘉禾、刘红兵、秦八娃、石怀玉、苟存忠/古存孝/周存仁/裘存义(存字辈老艺人)、单仰平、薛桂生、朱继儒、黄正大、宋雨、刘忆 等，并要求分析人物、梳理关系/情节、找原文、问答、写评论等——先用本 skill 把"包含这些人物的章节"定位并导入正文，再据此完成具体任务。同一人物有多个名字(如易招弟→易青娥→忆秦娥)，本 skill 会自动归并。也可按戏曲剧目/角色(李慧娘、白娘子、胡九妹/狐仙劫 等)检索。

Not recommendedlow grade D
ClawHub Agent Skills author: John Do v1.0.0 MIT-0 80 files body ≈ 580 tokens Open the sourceclawhub.ai↗ analyzed 3 d ago

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

ProcedureSoftware developmenttype and topics are labelled automatically from the skill text
Runs in: OpenClaw Claude / Claude Code ChatGPT / Codex Gemini CLI Cursor GitHub Copilot / VS Code Qwen Code Kimi Code CLI Z.ai (GLM) DeepSeek (Deep Code) Mistral Vibe LangChain (deepagents) Goose OpenCode
JSON
Technical rating
D
46/100
safety, quality, tests
Safety 60%
27
Quality 40%
75
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 · 73

✓ No critical or high findings

Medium and low: 73
  • low Secrets in code secret-high-entropy-token txt/part0002.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="1T14…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0003.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="2RHM…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0004.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="3Q28…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0005.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="4OIQ…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0009.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="8IL2…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0012.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="BE6O…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0013.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="CCNA…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0014.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="DB7S…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0015.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="E9OE…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0018.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="H5A4…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0019.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="I3QM…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0022.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="KVCC…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0023.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="LTSU…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0024.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="MSDG…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0025.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="NQU2…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0028.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="QMFO…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0029.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="RL0A…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0032.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="UGI0…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0033.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="VF2I…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0034.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="10DJ…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0035.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="11C3…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0038.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="147L…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0039.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="1565…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0042.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="181N…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0044.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="19UO…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0045.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="1AT9…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0048.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="1DOR…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0052.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="1HIT…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0053.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="1IHD…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0054.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="1JFU…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0055.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="1KEE…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0058.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="1NA0…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0059.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="1O8H…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0062.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="1R42…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0063.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="1S2J…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0064.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="1T14…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0065.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="1TVK…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0068.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="20R6…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0069.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="21PM…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0072.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="24L8…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0074.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="26I9…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0075.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="27GQ…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0078.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="2ACB…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0079.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="2BAS…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0080.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="2C9D…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0081.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="2D7T…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0086.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="2I0G…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0087.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="2IV0…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0090.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="2LQI…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0091.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="2MP3…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0096.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="2RHM…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0097.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="2SG6…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0100.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="2VBO…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0101.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="30A8…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0106.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="352R…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0107.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="361C…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0110.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="38ST…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0111.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="39RE…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0116.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="3EK1…3bb" class="calibre3">
    quoted
  • low Secrets in code secret-high-entropy-token txt/part0117.html:9
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <body id="3FIH…3bb" class="calibre3">
    quoted

…and 13 more

Files scanned: 80. 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")

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
  • 60Tools and files. Uses tools (python) that frontmatter does not declare
  • 100Steps. 21 steps
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 580 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
  • -4Absolute local paths (C:\Users, /home/…): not portable
  • +1No license
  • +2Single-language instructions
  • +3Description length 301: enough signal without eating the budget
  • +4Structure: 7 headings
  • +3Step-by-step instructions: 21 items
  • +4Has examples (3 code blocks)
  • +4Reference files are cited in the instructions (1 of 1)
  • +3All 2 scripts are documented

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

External checks

ClawHub: clean
This skill is a local novel chapter lookup helper; its file access and scripts are disclosed and proportionate, with only content-safety and optional path-override cautions.
LLM: benign (high) · VirusTotal: · 28 May 2026