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.
npx skills add thu-nmrc/ZeeLin-OpenClaw-Skill --skill zeelin-social-watchgit clone --depth 1 https://github.com/thu-nmrc/ZeeLin-OpenClaw-SkillWrote 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.
[](https://agentmods.dev/skills/thu-nmrc/zeelin-openclaw-skill/zeelin-social-watch)<a href="https://agentmods.dev/skills/thu-nmrc/zeelin-openclaw-skill/zeelin-social-watch"><img src="https://agentmods.dev/badge/skills/thu-nmrc/zeelin-openclaw-skill/zeelin-social-watch/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.
<a href="https://agentmods.dev/skills/thu-nmrc/zeelin-openclaw-skill/zeelin-social-watch"><img src="https://agentmods.dev/badge/skills/thu-nmrc/zeelin-openclaw-skill/zeelin-social-watch.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00094 | $0.01040 |
| Opus 5 | $0.00047 | $0.00520 |
| Sonnet 5 | $0.00019 | $0.00208 |
| Haiku 4.5 | $0.00009 | $0.00104 |
Grade A, and why
zeelin-social-watch 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 12d ago.
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.
How it starts
The opening of the file, as written. The whole thing — 106 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Zeelin Social Watch
This skill allows you to monitor social media sentiment (舆情), trending events (热点), platform rankings (榜单), and account data across platforms like Weibo, Xiaohongshu, and Douyin — powered by the GSData open platform.
Prerequisites:
This skill requires the requests library. If a module cannot be found, you may need to run pip install requests once.
Credentials:
Authentication is handled via the GSDATA_APP_KEY and GSDATA_APP_SECRET environment variables. Do not attempt to use hardcoded test keys.
Adapter Usage
Use the bundled python script to interact with the API:
python3 ./gsdata_adapter.py
Note: The script and its mapping gsdata_tool_mapping_v1.json are bundled in this skill's directory. Always run the script via relative path (./gsdata_adapter.py) from this directory.
Rules
- For a new request, run
--dry-runfirst to verify route/action mapping. - Default to read-only actions.
- CRITICAL FOR CONVERSATIONS: If you are answering a user in a chat interface (like Telegram), you MUST append
--param size=5(or a similarly small number) to prevent dumping enormous JSON payloads into the chat context. - Never run write-like actions unless user explicitly confirms.
- For write-like actions, require
--allow-write. - Return a concise summary first; included route + key fields used.
- PAGINATION LIMIT: The API strictly enforces a maximum of 20 items per page (e.g., passing
size=100defaults to 20). To fetch large datasets, use a loop with--param page=1,--param page=2, etc. Do NOT attempt to fetch more than 20 items in a single call. - TOTAL COUNT ESTIMATION: Before scraping multiple pages for
gsdata_pubsent_search, ALWAYS probe the total volume first by running a test search with--param limit=1and checking thenumFoundfield in the response JSON. Calculate total pages asceil(numFound / 20). (Note: The dedicatednum_foundaction has a bug with date parameters and should NOT be used for this purpose).
What ships with it
7 files 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.
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.
- 12d ago First seen · 106 lines · 94 tokens per session scan A 103128ae41ef
zeelin-social-watch is a skill published in the GitHub repository thu-nmrc/ZeeLin-OpenClaw-Skill (5 stars, last pushed 6mo ago), licensed MIT. It adds 94 tokens to every session and 1,040 once invoked, about $0.0005 per session on Opus 5. 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 2026-08-31.
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