SKILLEMALL.ai

BF zhizhi-math-coach

Primary-school math coaching skill created to help my first-grade daughter Zhizhi: grade worksheet photos or wrong questions, track weak points and learning progress, explain concepts for parents and students, and generate printable PDF/HTML practice aligned with grade, semester, textbook, exam, and holiday plans.

ClawHub Agent Skills author: 林奇海 v0.2.14 MIT-0 39 files body ≈ 6 995 tokens Open the sourceclawhub.ai analyzed 4 d ago

As a process F 58/100 · Will not run — References files that are not bundled: examples/student-workspace/

GeneratorGitHubInfrastructuretype and topics are labelled automatically from the skill text
JSON
Technical rating
B
84/100
safety, quality, tests
Safety 60%
100
Quality 40%
60
Run on models
none yet
Process rating
F
58/100
Will not run
References files that are not bundled: examples/student-workspace/
Tools and files w 18
0
Inputs and preconditions w 11
30
When it triggers w 12
50
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 SKILL.md body is over 5,000 tokens: move reference detail into references/ and load it when needed.
  3. 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: 39. 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 body-long SKILL.md body ≈ 6995 tokens (recommended < 5000); move details to references/
  • warning missing-ref reference to a missing file: examples/student-workspace/

Process rating: all ten parameters 58/100

Will not run. References files that are not bundled: examples/student-workspace/
  • 0Tools and files. 1 referenced file(s) missing: examples/student-workspace/
  • 30Inputs and preconditions. Does not say what the process needs to start
  • 50When it triggers. No condition that starts the skill
  • 60Result and completion. Output format stated, no completion criterion
  • 70Failures and branches. 13 branches
  • 70Execution cost. Instruction body is 6995 tokens
  • 100Steps. 160 steps
  • 100Consistency. Name and required fields are in place
  • 100Running it twice. Mutating operations check current state
  • 100Progress reporting. Reports progress
  • medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
  • low 15 top-level sections: this looks like several domains in one skill
  • low The response is described with custom markup (10 tags): a typed call is more reliable

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)
  • -31 of 16 scripts are never mentioned in SKILL.md
  • +1No license
  • +2Single-language instructions
  • +3Description length 315: enough signal without eating the budget
  • +4Structure: 16 headings
  • +3Step-by-step instructions: 160 items
  • +3Output format is stated explicitly
  • +4Has examples (12 code blocks)
  • +4Reference files are cited in the instructions (18 of 18)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 60.

External checks

ClawHub: suspicious
This skill appears intended for math coaching, but it also enables high-impact GitHub sync, public publishing, SSH configuration, and scheduled automation around a child's learning records.
LLM: suspicious (medium) · VirusTotal: · 29 Jun 2026