Agent skill
bird-twitter-bookmarks
Manage X/Twitter bookmarks locally with Field Theory CLI. Actions: sync, search, list, classify, stats, viz, l2-label, review queue. Keywords: x bookmarks, twitter bookmarks, fieldtheory, ft.
Install this agent skill to your Project
npx add-skill https://github.com/majiayu000/claude-skill-registry/tree/main/skills/other/other/bird-twitter-bookmarks-codingsamss-all-my-ai-needs
SKILL.md
Field Theory Bookmarks Skill
使用 fieldtheory（ft）管理 X/Twitter 收藏夹的本地数据副本：同步、检索、筛选、分类、统计与可视化。并支持 unknown 条目的 L2 细分标签与低置信度复核队列。
适用场景
触发关键词：
x 收藏夹/twitter bookmarks/bookmarksfieldtheory/ft同步收藏夹/搜索收藏/分类收藏收藏夹统计/收藏夹可视化
前置条件
- 已安装
Node.js 20+与fieldtheoryCLI。 - Chrome 已登录
x.com。 - 当前网络环境访问 X 需要走本地代理，并启用 Node 环境代理：
NODE_USE_ENV_PROXY=1HTTP_PROXY=http://127.0.0.1:7897HTTPS_PROXY=http://127.0.0.1:7897
推荐命令前缀：
NODE_USE_ENV_PROXY=1 HTTP_PROXY=http://127.0.0.1:7897 HTTPS_PROXY=http://127.0.0.1:7897 ft <command>
核心命令
1) 首次同步
NODE_USE_ENV_PROXY=1 HTTP_PROXY=http://127.0.0.1:7897 HTTPS_PROXY=http://127.0.0.1:7897 ft sync
快速自测（只拉 1 页）：
NODE_USE_ENV_PROXY=1 HTTP_PROXY=http://127.0.0.1:7897 HTTPS_PROXY=http://127.0.0.1:7897 ft sync --max-pages 1
2) 搜索与查看
ft search "agent memory"
ft list --author wangray --limit 20
ft show <tweet_id>
3) 分类与统计
ft classify --regex
ft categories
ft domains
ft stats
ft viz
3.1) unknown 条目 L2 细分（新增）
脚本路径（同步后）：
SCRIPT="${CLAUDE_HOME:-$HOME/.claude}/skills/bird-twitter-bookmarks/scripts/bookmark_l2_labels.py"
初始化本地表结构（幂等）：
python3 "$SCRIPT" bootstrap
先 dry-run 看效果：
HTTP_PROXY=http://127.0.0.1:7897 HTTPS_PROXY=http://127.0.0.1:7897 python3 "$SCRIPT" classify-unknown --engine auto --dry-run --verbose
正式执行（unknown -> L2 标签）：
HTTP_PROXY=http://127.0.0.1:7897 HTTPS_PROXY=http://127.0.0.1:7897 python3 "$SCRIPT" classify-unknown \
--engine codex \
--single-stage \
--stage1-model gpt-5.4-mini \
--stage1-effort medium \
--batch-size 10 \
--skip-link-fetch \
--min-confidence 0.7 \
--min-context-chars 24 \
--low-context-cap 0.55
查看覆盖与分布：
python3 "$SCRIPT" report
查看低置信度复核队列：
python3 "$SCRIPT" review --limit 20
4) 路径与状态
ft path
ft status
数据路径
默认存储目录：
~/.ft-bookmarks/
可覆盖为自定义目录：
FT_DATA_DIR=/path/to/dir ft sync
安全说明
- 默认是本地落盘，不会自动修改 X 平台内的收藏夹结构。
ft classify会调用本机可用的claude或codexCLI 做分类（非纯离线规则）。- 若只想本地规则分类，可用
ft classify --regex。 - 若出现
fetch failed，优先检查是否缺少NODE_USE_ENV_PROXY=1。 - L2 标签脚本仅写入本地 SQLite 附加表（
bookmark_link_context/bookmark_labels/bookmark_review_queue），不会改动 X 平台内容。 - 质量闸门：对“信息不足（仅链接）”条目自动降置信度并进入复核队列，避免误判被当作高质量结果。
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