SKILLEMALL.ai

BF cqi-special-process

特殊过程 CQI 评估辅助——按 AIAG CQI-9 热处理 / CQI-11 电镀 / CQI-12 涂装 / CQI-15 焊接标准,引导用户逐项提供真实过程信息,生成评估方案→检查表→评分→差距分析→整改计划→再评估的六步闭环文档。适用于过程工程师、质量工程师、审核员,符合 IATF16949 8.5.1.2 特殊过程确认要求。输出 txt+md。

ClawHub Agent Skills author: engicool v0.1.0 MIT-0 2 files body ≈ 913 tokens Open the sourceclawhub.ai analyzed 2 d ago

特殊过程 CQI 评估辅助——按 AIAG CQI-9 热处理 / CQI-11 电镀 / CQI-12 涂装 / CQI-15 焊接标准,引导用户逐项提供真实过程信息,生成评估方案→检查表→评分→差距分析→整改计划→再评估的六步闭环文档。适用于过程工程师、质量工程师、审核员,符合 IATF16949…

As a process F 31/100 · Will not run — References files that are not bundled: scripts/build_report.py, references/cqi9_framework.md, references/cqi11_framework.md

ProcedureAI and agentsData and analyticstype and topics are labelled automatically from the skill text
JSON
Technical rating
B
82/100
safety, quality, tests
Safety 60%
100
Quality 40%
54
Run on models
none yet
Process rating
F
31/100
Will not run
References files that are not bundled: scripts/build_report.py, references/cqi9_framework.md, references/cqi11_framework.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: scripts/build_report.py
  • warning missing-ref reference to a missing file: references/cqi9_framework.md
  • warning missing-ref reference to a missing file: references/cqi11_framework.md
  • warning missing-ref reference to a missing file: references/cqi12_framework.md
  • warning missing-ref reference to a missing file: references/cqi15_framework.md
  • note frontmatter-key unknown frontmatter key "slug"
  • note frontmatter-key unknown frontmatter key "displayName"

Process rating: all ten parameters 31/100

Will not run. References files that are not bundled: scripts/build_report.py, references/cqi9_framework.md, references/cqi11_framework.md
  • 0Tools and files. 5 referenced file(s) missing: scripts/build_report.py, references/cqi9_framework.md, references/cqi11_framework.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
  • 40Consistency. Frontmatter name (cqi-special-process) differs from the folder (skill-cqi-special-process)
  • 100Steps. 31 steps
  • 100Execution cost. Instruction body is 913 tokens
  • 100Running it twice. No mutating operations
  • low 13 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
  • +4No input/output examples
  • +1No license
  • +2Single-language instructions
  • +3Description length 179: enough signal without eating the budget
  • +4Structure: 16 headings
  • +3Step-by-step instructions: 31 items

Quality base 70; lint remarks subtract, signals add up to 100. Result: 54.

External checks

ClawHub: clean
This skill appears to be a straightforward CQI audit assistant, with no unsafe behavior found, though referenced helper files are not included.
LLM: benign (high) · VirusTotal: · 16 Jul 2026