Tweet Summarizer Lite

面向 Twitter/X 的轻量推文工具：粘贴 x.com 推文链接即可抓取正文并生成简短摘要，也可按文本、作者、日期检索本地已保存的推文、列出作者或查看存储统计。通过 bird CLI 访问平台，需要会话凭据，使用者无需自行输入命令。

franciscobuiltdat

热度 61.05

最近更新 2026-05-18 12:07:12

分类：搜索依赖：代码执行 / 第三方 API / 读写文件应用场景：摘要总结 / 社交媒体 / 研究 / 笔记整理

安装技能

复制下面的话术发给你的 Agent，它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill： npx secure-skills-cli add tweet-summarizer-lite

Metadata

name: tweet-summarizer-lite
description: Fetch and summarize single tweets from Twitter/X. Basic search and single tweet fetching. Lightweight version perfect for quick tweet lookups.
requiredEnv: ["AUTH_TOKEN","CT0"]
requiredBins: ["bird"]
permissions: [{"network":"Contact X/Twitter API via bird CLI (uses session cookies)"},{"filesystem":"Write tweets to ~/.openclaw/workspace/data/tweets/"}]

Tweet Summarizer Lite

Use this skill when the user asks to fetch, read, save, or summarize a single tweet from Twitter/X.

When to Use

✅ USE this skill when the user:

Pastes a Twitter/X URL and wants to read or save it
Asks to "fetch", "grab", "get", "read", or "summarize" a tweet
Wants to search their saved tweets by text, author, or date
Asks what they've saved so far

❌ DON'T use when:

The user wants threads, user timelines, collections, or tags → use tweet-summarizer-pro
Posting or replying to tweets (this skill is read-only)

How to Use

You run the scripts internally — the user never types python3. Respond naturally, then exec the appropriate script and present the output conversationally.

The skill root is at: ~/.openclaw/workspace/skills/tweet-summarizer-lite/ Run scripts with: python3 <skill-root>/scripts/<script>.py <args>

Fetching a Tweet

Triggers: "fetch this tweet", "what does this say", "grab this", paste of x.com//status/ URL

python3 scripts/tweet.py <url>
# Skip summary: python3 scripts/tweet.py <url> -ns

Auto-detects tweet URLs in the user's message. Shows the tweet text and a short summary.

Searching Saved Tweets

Triggers: "search my saved tweets for...", "find tweets about...", "do I have anything saved about..."

# By text content
python3 scripts/search_tweets.py --text "artificial intelligence"

# By author
python3 scripts/search_tweets.py --source elonmusk

# By date
python3 scripts/search_tweets.py --since 2026-02-01

# List all saved authors
python3 scripts/search_tweets.py --list-sources

# Storage stats
python3 scripts/search_tweets.py --stats

Summarizing a Saved Tweet

Triggers: "summarize tweet [id]", "give me a summary of that"

python3 scripts/summarize.py <tweet-id>

Troubleshooting

If bird CLI fails or credentials are missing:

python3 scripts/config.py --check-credentials

Tell the user:

Set AUTH_TOKEN and CT0 from your browser cookies (Twitter → DevTools → Application → Cookies). See SECURITY.md for details.

Upgrading

Need threads, collections, tags, or user timelines? This lite version only handles single tweets. Suggest tweet-summarizer-pro for those features.