BF book2skill
把一本书里沉淀的方法论蒸馏成一组原子化、可被Agent调用的skills，同时产出给人看的笔记和话术库。触发：用户说'帮我拆《XX》''把XX蒸馏成skill''distill this book into skills'时。不做书摘/读后感/作者人设角色扮演。
把一本书里沉淀的方法论蒸馏成一组原子化、可被Agent调用的skills，同时产出给人看的笔记和话术库。触发：用户说'帮我拆《XX》''把XX蒸馏成skill''distill this book into skills'时。不做书摘/读后感/作者人设角色扮演。
As a process F 31/100 · Will not run — References files that are not bundled: templates/BOOK_OVERVIEW.md.template, templates/SKILL.md.template, templates/INDEX.md.template
How to improve
- Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
- The text references files that are not there: add them or drop the references.
- 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: 20. 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") - warning
missing-refreference to a missing file: templates/BOOK_OVERVIEW.md.template - warning
missing-refreference to a missing file: templates/SKILL.md.template - warning
missing-refreference to a missing file: templates/INDEX.md.template - warning
missing-refreference to a missing file: templates/test-prompts.json.template - warning
missing-refreference to a missing file: templates/LEARNING_NOTE.md.template - warning
missing-refreference to a missing file: templates/TALKING_POINTS.md.template
Process rating: all ten parameters 31/100
- 0Tools and files. 6 referenced file(s) missing: templates/BOOK_OVERVIEW.md.template, templates/SKILL.md.template, templates/INDEX.md.template
- 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
- 40Consistency. Frontmatter name (book2skill) differs from the folder (cangjie-skill)
- 100Steps. 54 steps
- 100Execution cost. Instruction body is 1287 tokens
- 100Running it twice. No mutating operations
- low 10 top-level sections: this looks like several domains in one skill
- low The response is described with custom markup (4 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
- +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
- +2Single-language instructions
- +3Description length 131: enough signal without eating the budget
- +4Structure: 18 headings
- +3Step-by-step instructions: 54 items
- +4Has examples (2 code blocks)
- +1License stated
Quality base 70; lint remarks subtract, signals add up to 100. Result: 61.