BC xhs-data-api
全平台内容数据分析系统。核心深度解读小红书CES算法+流量池机制，同时支持抖音/B站/微博/视频号的跨平台对标分析。爆款规律解构、竞品策略监控、标题公式库、标签组合策略、分品类基准、30天提升计划。借鉴Agent-Reach多源聚合思路，用数据驱动全域运营。 触发词：小红书数据、笔记分析、爆款分析、竞品监控、小红书运营、小红书算法、CES评分、笔记优化、小红书涨粉、互动率、收藏率、小红书SEO、标签策略、小红书复盘、跨平台对比、全域运营 排除：小红书内容创作(用xiaohongshu-copywriter)
全平台内容数据分析系统。核心深度解读小红书CES算法+流量池机制，同时支持抖音/B站/微博/视频号的跨平台对标分析。爆款规律解构、竞品策略监控、标题公式库、标签组合策略、分品类基准、30天提升计划。借鉴Agent-Reach多源聚合思路，用数据驱动全域运营。…
As a process C 57/100 · Has gaps — weak spots: when it triggers, inputs and preconditions, failures and branches
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: 6. 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")
Process rating: all ten parameters 57/100
- 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 (xhs-data-api) differs from the folder (mimo-xhs-data-api)
- 60Result and completion. Output format stated, no completion criterion
- 100Tools and files. No external tools needed
- 100Steps. 51 steps
- 100Execution cost. Instruction body is 523 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
- +5Description has no quoted example phrases that should trigger the skill
- +4Description does not say when NOT to use the skill (false activations)
- +4No input/output examples
- -42 reference files, but SKILL.md never points to them: the model will not open them
- +1No license
- +2Single-language instructions
- +3Description length 256: enough signal without eating the budget
- +4Structure: 17 headings
- +3Step-by-step instructions: 51 items
- +3Output format is stated explicitly
Quality base 70; lint remarks subtract, signals add up to 100. Result: 67.