AF high-repeat-small-goods-ops
E-commerce operations workflow for "high-repeat small goods" stores (cosmetics, phone cases, accessories, small jewelry, daily FMCG). Trigger whenever the user mentions store operations, repeat purchase, acquisition, membership, campaigns, assortment, content/short-form video/live conversion, customer-service SOPs, reviews and post-purchase support, ad ROI, GMV/CVR/AOV/repeat rate, or Taobao/Tmall/JD/Pinduoduo/Douyin/Kuaishou/Xiaohongshu/independent sites—and output executable playbooks and table templates (weekly execution, monthly retrospective), not generic advice.
As a process F 56/100 · Will not run — References files that are not bundled: references/templates.md, references/metrics.md, scripts/generate_content.py
How to improve
- The text references files that are not there: add them or drop the references.
- 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: 2. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
- warning
missing-refreference to a missing file: references/templates.md - warning
missing-refreference to a missing file: references/metrics.md - warning
missing-refreference to a missing file: scripts/generate_content.py
Process rating: all ten parameters 56/100
- 0Tools and files. 3 referenced file(s) missing: references/templates.md, references/metrics.md, scripts/generate_content.py
- 0Inputs and preconditions. Does not say what the process needs to start
- 0Progress reporting. Says nothing while it works
- 30Running it twice. 1 mutating operations with no state check
- 40Consistency. Frontmatter name (high-repeat-small-goods-ops) differs from the folder (high-repeat-small-goods-ops-2)
- 70When it triggers. States when to use, but not when not to
- 85Steps. 52 steps, 2 vague phrases
- 100Result and completion. Output format and completion criterion are stated
- 100Failures and branches. 1 branches, has a failure section
- 100Execution cost. Instruction body is 1781 tokens
- medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
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)
- +1No license
- +2Single-language instructions
- +3Description length 574: enough signal without eating the budget
- +4Structure: 17 headings
- +3Step-by-step instructions: 52 items
- +3Output format is stated explicitly
- +4Has examples (1 code blocks)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 75.