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X Timeline Digest

Build a deduplicated digest from X (Twitter) For You and Following timelines using bird. Outputs a payload for upstream delivery.

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High Signal

Build a deduplicated digest from X (Twitter) For You and Following timelines using bird. Outputs a payload for upstream delivery.

⬇ 0 downloads ★ 0 stars Unverified but indexed

Install for OpenClaw

Quick setup

Download the package from Yavira.
Extract the archive and review SKILL.md first.
Import or place the package into your OpenClaw setup.

Requirements

Target platform: OpenClaw
Install method: Manual import
Extraction: Extract archive
Prerequisites: OpenClaw
Primary doc: SKILL.md

Package facts

Download mode: Yavira redirect
Package format: ZIP package
Source platform: Tencent SkillHub
What's included: PROMPT.md, SKILL.md, digest.js, last_digest.txt, latest_digest.json

Validation

Use the Yavira download entry.
Review SKILL.md after the package is downloaded.
Confirm the extracted package contains the expected setup assets.

Install with your agent

Agent handoff

Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.

Download the package from Yavira.
Extract it into a folder your agent can access.
Paste one of the prompts below and point your agent at the extracted folder.

New install

I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.

Upgrade existing

I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.

Open Send to Agent page Open JSON manifest Open Markdown brief

Trust & source

Release facts

Source: Tencent SkillHub
Verification: Indexed source record
Version: 1.0.2

Provenance

Publisher: seandong
Source page: View original listing
Canonical URL: Open canonical page

Documentation

ClawHub primary doc Primary doc: SKILL.md 11 sections Open source page

Overview

This skill uses bird to read X/Twitter timelines and build a high-signal digest. Sources: For You timeline Following timeline What it does: Fetch recent tweets Filter incrementally (avoid reprocessing) Deduplicate (ID + near-duplicate text) Rank and trim Generate a Chinese digest Output a structured payload Delivery (Telegram, email, etc.) is NOT handled here. Upstream OpenClaw workflows decide how to notify users.

Configuration

All config is read from: skills.entries["x-timeline-digest"].config

Config fields

NameTypeDefaultDescriptionintervalHoursnumber6Interval window in hoursfetchLimitForYounumber100Tweets fetched from For YoufetchLimitFollowingnumber60Tweets fetched from FollowingmaxItemsPerDigestnumber25Max tweets in one digestsimilarityThresholdnumber0.9Near-duplicate similarity thresholdstatePathstring~/.openclaw/state/x-timeline-digest.jsonState file path

Dependencies

bird must be installed and available in PATH bird must already be authenticated (cookie login) Read-only usage

1. Basic (Raw JSON)

Run the digest generator to get a clean, deduplicated JSON payload: node skills/x-timeline-digest/digest.js

2. Intelligent Digest (Recommended)

To generate the "Smart Brief" (Categorized, Summarized, Denoised): Run the script: node skills/x-timeline-digest/digest.js > digest.json Read the prompt template: read skills/x-timeline-digest/PROMPT.md Send the prompt to your LLM, injecting the content of digest.json where {{JSON_DATA}} is. Note: The script automatically applies heuristic filtering (removes "gm", ads, short spam) before outputting JSON.

State Management

State is persisted to statePath.

State structure

{ "lastRunAt": "2026-02-01T00:00:00+08:00", "sentTweetIds": { "123456789": "2026-02-01T00:00:00+08:00" } }

Rules

Tweets already in sentTweetIds must not be included again After a successful run: Update lastRunAt Add pushed tweet IDs to sentTweetIds Keep IDs for at least 30 days

Processing Pipeline

Fetch from For You and Following Incremental filter using lastRunAt Hard deduplication by tweet id Near-duplicate merge using text similarity Rank and trim to maxItemsPerDigest Generate a Categorized Chinese Digest (via PROMPT.md + LLM) Categories: 🤖 AI & Tech, 💰 Crypto & Markets, 💡 Insights, 🗞️ Other Language: Simplified Chinese Format: Author: Summary Denoising: Remove ads and low-value content

Output

The skill returns one JSON object: { "window": { "start": "2026-02-01T00:00:00+08:00", "end": "2026-02-01T06:00:00+08:00", "intervalHours": 6 }, "counts": { "forYouFetched": 100, "followingFetched": 60, "afterIncremental": 34, "afterDedup": 26, "final": 20 }, "digestText": "中文摘要内容", "items": [ { "id": "123456", "author": "@handle", "createdAt": "2026-02-01T02:15:00+08:00", "text": "tweet text", "url": "https://x.com/handle/status/123456", "sources": ["following"] } ] }

Category context

Code helpers, APIs, CLIs, browser automation, testing, and developer operations.

Source: Tencent SkillHub

Largest current source with strong distribution and engagement signals.

Package contents

Included in package

2 Docs1 Scripts1 Config1 Files

SKILL.md Primary doc
PROMPT.md Docs
digest.js Scripts
latest_digest.json Config
last_digest.txt Files