zai-web-searchlisted

# zai-web-search Live web search through z.ai's `web_search_prime` MCP server, included with the **GLM Coding Plan** subscription (no separate API recharge needed — see `references/protocol_notes.md` for why this matters and why the script uses MCP and not the REST API). The single Python script handles the MCP streamable-HTTP handshake, SSE parsing, and the multiply-escaped JSON response so you can just call it. ## Division of labor with `reference-search` These two skills are **complementary**, not competing: | Skill | Sources | Best for | Output shape | |---|---|---|---| | **`reference-search`** | InspireHEP / OpenAlex / Semantic Scholar APIs | Academic papers, metadata, BibTeX, abstracts, citation context, baselines | Markdown-ready citations with quoted match sentences | | **`zai-web-search`** (this) | Live web via z.ai search-prime | Recent trends, news, blogs, docs, non-academic resources, "what is the field doing right now" | title / link / snippet per result | **Default routing**: - "Find papers on X", "baseline citation for Y", "section needs references" → `reference-search` - "Latest trends in X", "what is the community doing about Y", "search the web for Z", anything outside academic DBs → **`zai-web-search`** - A claim that needs both a primary source (academic) and current context (web) → run both and merge. ## Trigger conditions Invoke this skill when the user says any of: - "search the web for X", "웹 검색", "인터넷에서 찾아봐" - "latest / recent trends in X", "최