AD byted-sol-live-highlight-slicer
从一段直播录屏（.webm/.mp4/.mov）中自动识别高光时刻并切割为多个短视频片段，支持音频能量、场景变化、音画混合、音画并集和 ASR 关键词五种分析方式，可输出独立片段与合并版视频。适用于“直播录屏自动剪高光”“从回放里切出主播情绪高点”“按声音峰值提取精彩片段”这类任务。
从一段直播录屏（.webm/.mp4/.mov）中自动识别高光时刻并切割为多个短视频片段，支持音频能量、场景变化、音画混合、音画并集和 ASR 关键词五种分析方式，可输出独立片段与合并版视频。适用于“直播录屏自动剪高光”“从回放里切出主播情绪高点”“按声音峰值提取精彩片段”这类任务。
As a process D 41/100 · 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: 8. 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 "requirements" - note
frontmatter-keyunknown frontmatter key "permissions"
Process rating: all ten parameters 41/100
- 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
- 40Consistency. Frontmatter name (byted-sol-live-highlight-slicer) differs from the folder (skill-live-highlight-slicer)
- 60Tools and files. Uses tools (python) that frontmatter does not declare
- 100Steps. 48 steps
- 100Execution cost. Instruction body is 1125 tokens
- 100Running it twice. No mutating operations
- low 10 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
- +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 142: enough signal without eating the budget
- +4Structure: 20 headings
- +3Step-by-step instructions: 48 items
- +4Has examples (8 code blocks)
- +3All 1 scripts are documented
- +1License stated
Quality base 70; lint remarks subtract, signals add up to 100. Result: 79.