AC quanmi-fiber-pipeline
全米膳食纤维糖尿病管理管线系统——正文已脱敏的行业通用技能，任何膳食纤维控糖食品企业均可直接套用；改脱敏对照表即专用化，加载即执行，一人+AI端到端闭环。基于5基元IPO管线(知识引擎→产品引擎→内容引擎→验证引擎→销售激活)从知识感知到销售激活一气贯通。触发词：全米管线、全米纤维管线、全米纤维系统、糖尿病管理方案、糖尿病服务包、全品类膳食纤维、控糖主食、qfp、meta-skill-system。
全米膳食纤维糖尿病管理管线系统——正文已脱敏的行业通用技能，任何膳食纤维控糖食品企业均可直接套用；改脱敏对照表即专用化，加载即执行，一人+AI端到端闭环。基于5基元IPO管线(知识引擎→产品引擎→内容引擎→验证引擎→销售激活)从知识感知到销售激活一气贯通。触发词：全米管线、全米纤维管线、全米纤维系统、糖尿病管理方案、…
As a process C 53/100 · Has gaps — weak spots: result and completion, when it triggers, inputs and preconditions
How to improve
- Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
- 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: 13. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
- warning
description-no-whendescription does not say WHEN to use the skill (no "use when")
Process rating: all ten parameters 53/100
- 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
- 100Tools and files. No external tools needed
- 100Steps. 42 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 1488 tokens
- 100Running it twice. No mutating operations
- low 12 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
- +1No license
- +2Single-language instructions
- +3Description length 201: enough signal without eating the budget
- +4Structure: 22 headings
- +3Step-by-step instructions: 42 items
- +4Has examples (1 code blocks)
- +4Reference files are cited in the instructions (7 of 7)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 76.