AC self-learning-coach-v0-1
Business self-learning coach for AI agents, with Feishu Miaoda/OpenClaw-specific delivery rules when running in Feishu. Use when the user wants to learn a business, workflow, role, internal process, Feishu document/wiki/file, local material, web material, or concept through a learning path, HTML lesson, teach-back dialogue, active recall, critique, source notes, and next-step study plan. Trigger on requests like "我想学 XX 业务", "通过这个文档自学", "帮我规划学习路径", "生成学习页", "复述后帮我批改", "列一下哪些还没学完", "看看学习计划/学习待办", "继续上次学习", "我学到哪了", "下一步学什么", "业务培训/自学助手". Do not use for generic one-shot summaries unless the user asks to turn the material into a learning experience.
Business self-learning coach for AI agents, with Feishu Miaoda/OpenClaw-specific delivery rules when running in Feishu.
As a process C 64/100 · Has gaps — weak spots: result and completion, inputs and preconditions
How to improve
- The SKILL.md body is over 5,000 tokens: move reference detail into references/ and load it when needed.
- 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: 3. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
- warning
body-longSKILL.md body ≈ 7531 tokens (recommended < 5000); move details to references/
Process rating: all ten parameters 64/100
- 0Result and completion. Does not say what the result is
- 0Inputs and preconditions. Does not say what the process needs to start
- 60Tools and files. Uses tools (web, node) that frontmatter does not declare
- 70Execution cost. Instruction body is 7531 tokens
- 85Steps. 137 steps, 1 vague phrases
- 100When it triggers. States when to use and when not to
- 100Failures and branches. 11 branches, has a failure section
- 100Consistency. Name and required fields are in place
- 100Running it twice. Mutating operations check current state
- 100Progress reporting. Reports progress
- low The response is described with custom markup (10 tags): a typed call is more reliable
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
- +3Output format is not stated: the model decides each time
- +1No license
- +2Single-language instructions
- +5Description quotes 9 example trigger phrases
- +4Description says when NOT to use the skill
- +3Description length 654: enough signal without eating the budget
- +4Structure: 18 headings
- +3Step-by-step instructions: 137 items
- +4Has examples (11 code blocks)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 83.