SKILLEMALL.ai

BF health-report-reader

AI-driven health checkup report interpreter. Input report images, indicator values, or natural language descriptions to generate interactive HTML visualization reports with comprehensive indicator interpretation, risk assessment, and personalized health recommendations. Triggers: 体检报告, 体检报告解读, 帮我看看体检, 检查报告分析, 化验单解读, 体检结果, 报告解读, health checkup, 看不懂报告, 指标解读.

ClawHub Claude Code author: bettermen v1.0.0 MIT-0 5 files body ≈ 778 tokens Open the sourceclawhub.ai analyzed 2 d ago

AI-driven health checkup report interpreter.

As a process F 35/100 · Will not run — References files that are not bundled: references/indicators.md, references/template.md

AnalyzerData and analyticstype and topics are labelled automatically from the skill text
JSON
Technical rating
B
85/100
safety, quality, tests
Safety 60%
100
Quality 40%
62
Run on models
none yet
Process rating
F
35/100
Will not run
References files that are not bundled: references/indicators.md, references/template.md
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. Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
  2. 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: 0. 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")
  • warning missing-ref reference to a missing file: references/indicators.md
  • warning missing-ref reference to a missing file: references/template.md
  • note frontmatter-key unknown frontmatter key "description_zh"

Process rating: all ten parameters 35/100

Will not run. References files that are not bundled: references/indicators.md, references/template.md
  • 0Tools and files. 2 referenced file(s) missing: references/indicators.md, references/template.md
  • 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
  • 100Steps. 54 steps
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 778 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
  • +1No license
  • +2Single-language instructions
  • +3Description length 358: enough signal without eating the budget
  • +4Structure: 17 headings
  • +3Step-by-step instructions: 54 items
  • +4Has examples (2 code blocks)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 62.

External checks

ClawHub: suspicious
This skill is coherent as a health-report interpreter, but it handles sensitive medical information with broad activation phrases and insufficient privacy/user-control warnings.
LLM: suspicious (high) · VirusTotal: · 28 Jun 2026