SKILLEMALL.ai

BF book-report

Use when the user wants to "了解一本书" / "出一份书的研究报告" / "生成书的资料" / "做读书弹药库" / "我需要给别人讲一本书". Produces two artifacts per book: (1) HTML 报告 for self-study, (2) 弹药库 for casual conversation. Workflow: 维基百科+百度百科+知乎 抓取 → 模板渲染 → 两件套输出。Trigger words: 了解/研究/讲一下/聊/书/读.

ClawHub Agent Skills author: allen.t v1.0.0 MIT-0 15 files · 1 script body ≈ 470 tokens Open the sourceclawhub.ai analyzed 20 h ago

Produces two artifacts per book: (1) HTML 报告 for self-study, (2) 弹药库 for casual conversation.

As a process F 41/100 · Will not run — References files that are not bundled: templates/report.html.j2, templates/chat-kit.md.j2

ProcedureData and analyticstype and topics are labelled automatically from the skill text
JSON
Technical rating
B
86/100
safety, quality, tests
Safety 60%
100
Quality 40%
66
Run on models
none yet
Process rating
F
41/100
Will not run
References files that are not bundled: templates/report.html.j2, templates/chat-kit.md.j2
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: 5. 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 2, column 14: description: Use when the user wants to "了解一本书" / "出一份书的研究报告" / "生成书的资料" / "做读书… ^ ); fields were read line by line. The usual cause is a colon inside an unquoted value
  • warning missing-ref reference to a missing file: templates/report.html.j2
  • warning missing-ref reference to a missing file: templates/chat-kit.md.j2

Process rating: all ten parameters 41/100

Will not run. References files that are not bundled: templates/report.html.j2, templates/chat-kit.md.j2
  • 0Tools and files. 2 referenced file(s) missing: templates/report.html.j2, templates/chat-kit.md.j2
  • 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
  • 70When it triggers. States when to use, but not when not to
  • 100Steps. 29 steps
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 470 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

  • +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
  • +5Description quotes 4 example trigger phrases
  • +3Description length 253: enough signal without eating the budget
  • +4Structure: 10 headings
  • +3Step-by-step instructions: 29 items

Quality base 70; lint remarks subtract, signals add up to 100. Result: 66.

External checks

ClawHub: clean
The skill is a disclosed book-report generator that fetches public book information, optionally reads a user-provided PDF, and writes local report files.
LLM: benign (high) · VirusTotal: · 12 Jun 2026