A search skill for Weibo, a Chinese social platform focused on real-time trends, public reactions, and commentary about events, people, brands, and releases.

Use it to research Chinese trends, event reactions, viral narratives, and public opinion around current topics.

It helps an agent check fast-moving Chinese public discussion that static articles or general search results may miss.

weibo — Skill for Claude Code by 0xmariowu

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent

npx skills add 0xmariowu/Autosearch --skill weibo

Clone the repo

git clone --depth 1 https://github.com/0xmariowu/Autosearch

Made for: Claude Code.

Or install autosearch, the plugin that ships this one along with the rest of its 55 skills, 1 agent.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

README.md

[![agentmods](https://agentmods.dev/badge/skills/0xmariowu/autosearch/weibo/github.svg)](https://agentmods.dev/skills/0xmariowu/autosearch/weibo)

Your own site

<a href="https://agentmods.dev/skills/0xmariowu/autosearch/weibo"><img src="https://agentmods.dev/badge/skills/0xmariowu/autosearch/weibo/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/skills/0xmariowu/autosearch/weibo"><img src="https://agentmods.dev/badge/skills/0xmariowu/autosearch/weibo.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 0 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 684 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin original No closer match found in the catalogue.

Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

Model	Per session	Once invoked
Fable 5.1	$0.00000	$0.00684
Opus 5	$0.00000	$0.00342
Sonnet 5	$0.00000	$0.00137
Haiku 4.5	$0.00000	$0.00068

Measured 10d ago against content hash 659a947bb063, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

weibo scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 10d ago.

The scan reads SKILL.md. This mod also ships 1 executable file (methods/via_tikhub.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

autosearch/skills/channels/weibo/SKILL.md · 62 lines

How it starts

The opening of the file, as written. The whole thing — 62 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Skill Attribution

Source: self-written, plan autosearch-0418-channels-and-skills.md § F002c.

name: weibo description: Chinese microblog platform for real-time opinion, trending topics, and event-level commentary in Chinese discourse, via TikHub. version: 1 languages: [zh, mixed] methods:

id: via_tikhub impl: methods/via_tikhub.py requires: [env:TIKHUB_API_KEY] rate_limit: {per_min: 60, per_hour: 1000} fallback_chain: [via_tikhub] when_to_use: query_languages: [zh, mixed] query_types: [real-time, trending, public-opinion, event] avoid_for: [academic, tutorial, deep-technical] quality_hint: typical_yield: medium chinese_native: true layer: leaf domains: [chinese-ugc] scenarios: [chinese-native, social-trending, public-opinion] model_tier: Fast experience_digest: experience.md

Overview

Weibo is a Chinese real-time social platform oriented around trends, public reaction, and event-level commentary. It is useful when the query needs live Chinese discourse, viral narratives, or fast-moving reaction around a person, brand, release, or public event.

For autosearch coverage, this channel gives strong Chinese social recency that blog and Q&A sources cannot provide. It matters because many Chinese public-opinion signals appear on Weibo first, especially around launches, controversies, and trending hashtags.

When to Choose It

Choose it for Chinese real-time or trending-topic queries.
Choose it when event-level commentary and public reaction matter more than depth.
Choose it for launch buzz, controversy tracking, or fast sentiment checks in Chinese discourse.
Prefer it over slower Q&A channels when recency is the main routing signal.
Avoid it for academic lookup, tutorials, or deep technical explanation.

How To Search

via_tikhub - Query TikHub's /api/v1/weibo/web/fetch_search for public Weibo search results using a BYOK TIKHUB_API_KEY.
via_tikhub - Extract only post cards from the heterogeneous card list, including direct card_type=9 results and nested post cards inside card_type=11 layout groups.
via_tikhub - Normalize author handle, cleaned post text, and canonical web or mobile detail URLs into evidence records.

Read the full file on GitHub · 62 lines

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

methods/via_tikhub.py 5.1 KB runs code

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

10d ago First seen · 62 lines · 0 tokens per session scan A 659a947bb063

Subscribe to this mod's changes

weibo is a skill published in the GitHub repository 0xmariowu/Autosearch (44 stars, last pushed 1mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 684 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Research agentic-search chinese-search claude-code-plugin deep-research mcp-server research-agent

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