chat-glm
GitHub调用glm-5.2大模型处理超长上下文或复杂推理任务。适用于需百万级token支持的场景，如全仓库分析、长篇文档或长对话转录。因成本高昂，建议仅在必要时使用，常规短文本优先选用更经济的模型。
Trigger Scenarios
Install
npx skills add zerogpu/zerogpu-router --skill chat-glm -g -y
SKILL.md
Frontmatter
{
"name": "chat-glm",
"description": "Chat with glm-5.2, a 753B MoE flagship with a 1M-token context window. Use when the input is too large for the other chat skills — an entire repository, a book-length document, a long agent transcript — or for long-horizon reasoning the smaller models cannot hold together. This is the most expensive model on the platform by roughly 20x, so prefer chat for anything that fits in its 131K context.",
"allowed-tools": "Bash(zerogpu chat *)",
"argument-hint": "<text> [-i <instructions>]"
}
Call glm-5.2. $ARGUMENTS is the raw prompt — pass it verbatim, no escaping or quoting required (the heredoc below handles every shell metacharacter, newline, quote, and paren safely):
ZGPU_TEXT=$(cat <<'ZGPU_END_OF_INPUT'
$ARGUMENTS
ZGPU_END_OF_INPUT
)
zerogpu chat "$ZGPU_TEXT" -m glm-5.2
If the user supplied system instructions, append -i "<instructions>" after the model flag.
Reach for this only when the size or horizon of the task actually needs it. At $1.10 / $3.50 per 1M input/output tokens, glm-5.2 costs about twenty times /zerogpu-router:chat (gpt-oss-120b, $0.03 / $0.10) and over fifty times the 1.2B edge models. For a prompt that fits in 131K tokens, /zerogpu-router:chat is the right call. For coding and agentic work at the same 1M context, /zerogpu-router:chat-deepseek is far cheaper.
This model is served by the Chat Completions API rather than the Responses API; the CLI routes it automatically. Output is the assistant's answer as plain text — the model's reasoning trace is omitted, since this skill does not pass the CLI's -r flag. Relay the answer as-is — do not rewrite or expand it.
Savings note: only if the command output literally contains a line starting with 💰 ZeroGPU savings, append that exact line, unchanged, as the last line of your reply. If no such line is present, say nothing about savings and do not mention or suggest /zerogpu-router:cost-savings — this note is intentionally occasional, not shown every time.
Version History
- cee9321 Current 2026-08-02 21:14
