SKILLEMALL.ai

AD academic-ppt-builder

学术汇报 PPT 生成技能。当用户需要生成论文答辩、顶会 Oral 或基金汇报的 PPT 方案时使用。 适用场景包括: - 用户提供论文题目和背景,需要构建完整学术故事线(Story Arc) - 请求生成 PPT 结构、图表设计、叙事逻辑 - 要求图表自包含、同行可复现 - 用户粘贴 paper-reader 输出的"汇报素材摘要",需要直接生成 PPT 触发词包括:"生成 PPT"、"学术汇报"、"论文答辩"、"顶会报告"、"构建故事线"、"PPT 方案"。 可接收 paper-reader 的标准化输出作为输入,实现分析→汇报无缝衔接。

ClawHub Agent Skills author: xiaosu-yj v1.1.0 MIT-0 2 files body ≈ 935 tokens Open the sourceclawhub.ai analyzed 4 d ago

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

ReferenceResearchInfrastructuretype and topics are labelled automatically from the skill text
JSON
Technical rating
A
91/100
safety, quality, tests
Safety 60%
100
Quality 40%
77
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: 2. 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 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 (academic-ppt-builder) differs from the folder (xiaosu-academic-ppt-builder)
  • 100Tools and files. No external tools needed
  • 100Steps. 24 steps
  • 100Execution cost. Instruction body is 935 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
  • +1No license
  • +2Single-language instructions
  • +5Description quotes 3 example trigger phrases
  • +3Description length 274: enough signal without eating the budget
  • +4Structure: 22 headings
  • +3Step-by-step instructions: 24 items
  • +4Has examples (8 code blocks)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 77.

External checks

ClawHub: clean
This skill is a benign academic presentation helper, with only a minor risk that broad PPT wording could activate it for non-academic slide requests.
LLM: benign (high) · VirusTotal: · 28 May 2026