Cn Last30days

What it does

Example prompts

• “/cn-last30days”

Requirements

• Python 3
• A credential in REDFOX_API_KEY
• A credential in X_API_KEY
• Pre-approved tools (allowed-tools): Bash, Read, Write, AskUserQuestion, WebSearch

Workflow steps

7 steps, taken from the step headings in SKILL.md.

1. 1环境检查
2. 2关键词质量检查
3. 3预研究
4. 4查询计划
5. 5运行引擎
6. 6WebSearch 补充
7. 7综合输出

What it can do on your machine

Read from SKILL.md and the folder at commit bffe5a8. It shows what the files ask for, not the result of running them.

• Tool permissions

  Pre-approves these tools, so the agent can use them without asking each time:

  • Bash
  • Read
  • Write
  • AskUserQuestion
  • WebSearch

  From allowed-tools in the SKILL.md frontmatter.

• Runs code

  Ships 2 files in scripts/ (Python), which the agent can run.

  Shell commands in SKILL.md call:

  • python3

  From the folder's file list and the shell code blocks in SKILL.md.

• Network

  Links to these hosts (documentation or services it may open):

  • redfox.hk

  From URLs in SKILL.md, links to its own repository left out.

• Credentials

  Names these keys or tokens, usually read from environment variables:

  • REDFOX_API_KEY
  • X_API_KEY

  From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Cn Last30days loads about 924 tokens when it runs, and up to ~1.9k if it reads all its reference files. Until then it costs about 36 tokens; SKILL.md has 180 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it

~36

When it runs · the whole SKILL.md, loaded when a task matches

~924

With references · SKILL.md plus every file in references/, read only if the agent opens them

~1.9k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

• NotePre-approves every shell command (allowed-tools: Bash)SKILL.md

  allowed-tools: Bash, Read, Write, AskUserQuestion, WebSearch

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

The full file from redfox-data/redfox-community at commit bffe5a8, republished under its MIT licence (© redfox-data). 180 words, ~924 tokens.

name

cn-last30days

description

中国社媒平台话题研究工具。从小红书、抖音、公众号三大平台搜索近30天真实讨论，跨平台对比分析舆情趋势。当用户需要研究中国社交媒体热点话题、分析舆情趋势、对比品牌口碑时使用。触发词：小红书热点、抖音趋势、公众号舆情、跨平台分析、社媒研究、话题分析、舆情监测。

allowed-tools

Bash, Read, Write, AskUserQuestion, WebSearch

version

2.1.0

argument-hint

cn-last30days AI视频工具 | cn-last30days 大模型 | cn-last30days 小红书运营

homepage

https://github.com/redfox-data/redfox-community/cn-last30days-skill

repository

https://github.com/redfox-data/redfox-community

author

redfox-community

license

MIT

user-invocable

true

export REDFOX_API_KEY=ak_你的密钥

python3 scripts/cn_last30days.py "{TOPIC},{SUBTOPIC}" \
  --platforms xhs,dy,gzh \
  --count 50 \
  --days 30 \
  --output-format json \
  --output-dir="${CN_LAST30DAYS_MEMORY_DIR:-$HOME/Documents/CnLast30Days}"

# 直接从 JSON 生成 HTML（不调 API，不写入 Markdown）
python3 scripts/cn_last30days.py --from-json "JSON文件路径" \
  --output-dir="${CN_LAST30DAYS_MEMORY_DIR:-$HOME/Documents/CnLast30Days}"

# 自动打开 HTML 报告
open "HTML文件路径"

© redfox-data, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 6 other files (scripts, references) in skills/cn-last30days of redfox-data/redfox-community.

• SKILL.md
• README.en.md
• README.md
• agents/openai.yaml
• references/output-rules.md
• scripts/.DS_Store
• scripts/cn_last30days.py

Open the folder on GitHubat commit bffe5a8