AC dapianke
Course design consultant based on "好课像大片" (Blockbuster Course) methodology. Guides through 6 stages: positioning, framework, opening, middle, closing, and sales. Supports persistent project tracking across sessions — saves progress and reuses previous results for multi-lesson course polishing. Use when user discusses course design, curriculum development, training delivery, or course sales. Triggered by keywords like 课程设计, 定位, 框架, 开场, 中场, 收场, 销售, 自检, 钉子, 换脑, 大片课, 好课, 磨课, 继续磨课, 磨课进度.
As a process C 53/100 · Has gaps — weak spots: result and completion, when it triggers, inputs and preconditions
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: 10. 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. 82 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 1695 tokens
- 100Running it twice. No mutating operations
- low 15 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 487: enough signal without eating the budget
- +4Structure: 52 headings
- +3Step-by-step instructions: 82 items
- +4Has examples (2 code blocks)
- +4Reference files are cited in the instructions (6 of 8)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 88.