Zeelin Social Watch

Zeelin Social Watch: monitor social media sentiment, trending events, platform rankings, and account data via GSData open platform. Use when user asks for 舆情...

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

1. For a new request, run --dry-run first to verify route/action mapping.
2. Default to read-only actions.
3. 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.
4. Never run write-like actions unless user explicitly confirms.
5. For write-like actions, require --allow-write.
6. Return a concise summary first; included route + key fields used.
7. PAGINATION LIMIT: The API strictly enforces a maximum of 20 items per page (e.g., passing size=100 defaults 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.
8. 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=1 and checking the numFound field in the response JSON. Calculate total pages as ceil(numFound / 20). (Note: The dedicated num_found action has a bug with date parameters and should NOT be used for this purpose).

Quick Commands

1. Discover endpoint capabilities:

python3 ./gsdata_adapter.py list-tools

2. Keyword search (with size limit):

python3 ./gsdata_adapter.py invoke \
  --tool gsdata_pubsent_search \
  --action search \
  --param keywords_include=人工智能 \
  --param size=5 

3. Probe data volume estimation (returns numFound):

python3 ./gsdata_adapter.py invoke \
  --tool gsdata_pubsent_search \
  --action search \
  --param keywords_include=人工智能 \
  --param date_start=2026-03-01 \
  --param date_end=2026-03-04 \
  --param media_type=weibo \
  --param limit=1

4. Hot events:

python3 ./gsdata_adapter.py invoke \
  --tool gsdata_pubsent_hot \
  --action event_list \
  --params '{"type":"1"}'

5. Xiaohongshu account search:

python3 ./gsdata_adapter.py invoke \
  --tool gsdata_account \
  --action search \
  --platform xiaohongshu \
  --param xiaohongshu_name=AI \
  --param size=2

Write Actions (Explicit Confirmation Required)

Examples:

• gsdata_pubsent_warning create_rule/update_rule/open_rule/close_rule
• gsdata_myrank_group group_add/group_del
• gsdata_myrank_account acct_add/acct_del/acct_add_by_url

When approved, append --allow-write:

python3 ./gsdata_adapter.py invoke \
  --tool gsdata_pubsent_warning \
  --action create_rule \
  --params '{"name":"demo"}' \
  --allow-write