BF ai-skill-optimizer
AI公司 Skill optimize工作流（CTO 性能工程 + CISO securityoptimizestandard版）。当需要对现有 Skill 进行性能optimize、Token 节省、上下文精简、security加固、代码重构、质量enhance时trigger。trigger关键词：optimizeSkill、optimize Skill、节省 Token、精简 Skill、重构 Skill、enhance Skill 质量、security加固 Skill。 integrate CTO 性能工程方法论（TTFT/P95 latency/吞吐optimize）+ CISO security加固standard（STRIDE 强化 + 攻击面缩小）。
As a process F 40/100 · Will not run — References files that are not bundled: ../references/optimization-patterns.md, ../references/optimization-patterns.md, ../references/optimization-patterns.md
How to improve
- 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: 2. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
- warning
missing-refreference to a missing file: ../references/optimization-patterns.md - warning
missing-refreference to a missing file: ../references/optimization-patterns.md - warning
missing-refreference to a missing file: ../references/optimization-patterns.md - warning
missing-refreference to a missing file: ../references/optimization-patterns.md - warning
missing-refreference to a missing file: ../references/optimization-patterns.md - warning
missing-refreference to a missing file: ../references/optimization-patterns.md - warning
missing-refreference to a missing file: ../references/optimization-patterns.md - warning
missing-refreference to a missing file: ../references/optimization-patterns.md - warning
missing-refreference to a missing file: references/optimization-log.md
Process rating: all ten parameters 40/100
- 0Tools and files. 9 referenced file(s) missing: ../references/optimization-patterns.md, ../references/optimization-patterns.md, ../references/optimization-patterns.md
- 0Result and completion. Does not say what the result is
- 0Inputs and preconditions. Does not say what the process needs to start
- 20When it triggers. No condition that starts the skill
- 30Running it twice. 1 mutating operations with no state check
- 50Failures and branches. 0 branches, has a failure section
- 100Steps. 38 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 3816 tokens
- 100Progress reporting. Reports progress
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
- -212 emoji in the instructions: noise for the model
- +1No license
- +2Single-language instructions
- +3Description length 338: enough signal without eating the budget
- +4Structure: 40 headings
- +3Step-by-step instructions: 38 items
- +4Has examples (21 code blocks)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 70.