AC Anti-Slop
This skill should be used when the user asks to "check for slop", "anti slop review", "quality check", "is this AI garbage", "review for originality", "check information density", "是不是 slop", "品質檢查", "確保原創", or before publishing, submitting, or sharing any AI-generated content.
As a process C 55/100 · Has gaps — weak spots: result and completion, inputs and preconditions, consistency
How to improve
- 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
name-formatname should be kebab-case (lowercase letters, digits, hyphens)
Process rating: all ten parameters 55/100
- 0Result and completion. Does not say what the result is
- 0Inputs and preconditions. Does not say what the process needs to start
- 0Progress reporting. Says nothing while it works
- 30Running it twice. 7 mutating operations with no state check
- 40Consistency. Frontmatter name (Anti-Slop) differs from the folder (antislop)
- 60Tools and files. Uses tools (read) that frontmatter does not declare
- 65Failures and branches. 3 branches
- 100Steps. 55 steps
- 100When it triggers. States when to use and when not to
- 100Execution cost. Instruction body is 2172 tokens
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
- +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
- +5Description quotes 7 example trigger phrases
- +3Description length 278: enough signal without eating the budget
- +4Structure: 19 headings
- +3Step-by-step instructions: 55 items
Quality base 70; lint remarks subtract, signals add up to 100. Result: 80.