AC miniprogram-monetization
小程序变现助手 - 教你如何从小程序赚钱。涵盖支付集成、会员订阅、广告变现、定价策略、数据分析全流程。 Use when: (1) 用户想知道如何从小程序赚钱, (2) 需要接入微信支付, (3) 设计会员订阅系统, (4) 申请流量主广告, (5) 制定产品定价, (6) 分析收入数据, (7) 用户提到"小程序变现"、"小程序赚钱"、 "会员系统"、"支付接入"、"广告收益"等关键词。
As a process C 53/100 · Has gaps — weak spots: result and completion, when it triggers, inputs and preconditions
How to improve
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: 5. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
✓ No remarks against the Agent Skills spec
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. 63 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 1548 tokens
- 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
- -254 emoji in the instructions: noise for the model
- +1No license
- +2Single-language instructions
- +3Description length 198: enough signal without eating the budget
- +4Structure: 30 headings
- +3Step-by-step instructions: 63 items
- +4Has examples (6 code blocks)
- +4Reference files are cited in the instructions (3 of 3)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 86.
External checks
ClawHub: clean
This is a documentation-only guide for monetizing WeChat mini-programs; it discusses payments and credentials in ways that fit that purpose.
LLM: benign (high) · VirusTotal: · 29 May 2026