SKILLEMALL.ai

BF rohoon-6sigma

Rohoon Six Sigma professional support. Based on AIAG-VDA SPC Manual, MSA Manual, and Six Sigma/Lean methodology. Provides: DMAIC/DMADV tools, SPC control charts, process capability indices (Pm/Pmk, Pp/Ppk, Cp/Cpk), MSA analysis (GR&R/Bias/Linearity/Stability), DOE (Full/Partial Factorial/RSM/Taguchi), FMEA, 5S/VSM, and more. For automotive quality management, process optimization, supplier assessment.

ClawHub Agent Skills author: William v1.8.2 MIT-0 40 files body ≈ 4 576 tokens Open the sourceclawhub.ai analyzed 3 d ago

As a process F 34/100 · Will not run — References files that are not bundled: references/AIAG_VDA_Standard_EN_Format.pdf, references/AIAG_VDA_Standard_ZH_Format.pdf

ProcedureQuality controlInfrastructuretype and topics are labelled automatically from the skill text
JSON
Technical rating
B
81/100
safety, quality, tests
Safety 60%
100
Quality 40%
52
Run on models
none yet
Process rating
F
34/100
Will not run
References files that are not bundled: references/AIAG_VDA_Standard_EN_Format.pdf, references/AIAG_VDA_Standard_ZH_Format.pdf
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: 37. 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: Rohoon Six Sigma professional support. Based on AIAG-VDA SPC Manua… ^ ); fields were read line by line. The usual cause is a colon inside an unquoted value
  • 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/AIAG_VDA_Standard_EN_Format.pdf
  • warning missing-ref reference to a missing file: references/AIAG_VDA_Standard_ZH_Format.pdf

Process rating: all ten parameters 34/100

Will not run. References files that are not bundled: references/AIAG_VDA_Standard_EN_Format.pdf, references/AIAG_VDA_Standard_ZH_Format.pdf
  • 0Tools and files. 2 referenced file(s) missing: references/AIAG_VDA_Standard_EN_Format.pdf, references/AIAG_VDA_Standard_ZH_Format.pdf
  • 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
  • 70Execution cost. Instruction body is 4576 tokens
  • 100Steps. 154 steps
  • 100Consistency. Name and required fields are in place
  • 100Running it twice. No mutating operations
  • low 11 top-level sections: this looks like several domains in one skill

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
  • -280 emoji in the instructions: noise for the model
  • -32 of 25 scripts are never mentioned in SKILL.md
  • +1No license
  • +2Single-language instructions
  • +3Description length 404: enough signal without eating the budget
  • +4Structure: 55 headings
  • +3Step-by-step instructions: 154 items
  • +4Has examples (14 code blocks)
  • +4Reference files are cited in the instructions (5 of 5)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 52.

External checks

ClawHub: clean
This skill is a coherent local Six Sigma analysis and report-generation toolkit, with some operational cautions but no artifact-backed malicious behavior.
LLM: benign (high) · VirusTotal: · 29 May 2026