AD course-generator
从转录稿或文献生成可独立阅读、可溯源验收的结构化课程，也可在用户明确要求时归档既有课程或从已验证素材提取培训方案。本技能应在用户要“把长转录稿整理成课程”“生成总览和章节”“归档课程”“按受众定制课程方案”时使用。不要用于：仅做 ASR 纠错（用 transcription-corrector）、复盘讲课表现（用 lecture-review）、把多篇文章扩写成书（用 article2book）。
从转录稿或文献生成可独立阅读、可溯源验收的结构化课程，也可在用户明确要求时归档既有课程或从已验证素材提取培训方案。本技能应在用户要“把长转录稿整理成课程”“生成总览和章节”“归档课程”“按受众定制课程方案”时使用。不要用于：仅做 ASR 纠错（用 transcription-corrector）、复盘讲课表现（用…
As a process D 46/100 · Unfinished process — 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: 15. 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") - note
frontmatter-keyunknown frontmatter key "homepage"
Process rating: all ten parameters 46/100
- 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
- 60Tools and files. Uses tools (python) that frontmatter does not declare
- 100Steps. 39 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 1205 tokens
- 100Running it twice. No mutating operations
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
- +2Single-language instructions
- +5Description quotes 3 example trigger phrases
- +3Description length 200: enough signal without eating the budget
- +4Structure: 20 headings
- +3Step-by-step instructions: 39 items
- +4Has examples (1 code blocks)
- +4Reference files are cited in the instructions (5 of 5)
- +3All 3 scripts are documented
- +1License stated
Quality base 70; lint remarks subtract, signals add up to 100. Result: 84.