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。适用于代码库、长文档等超出其他聊天技能范围的内容,成本较高,需谨慎使用。
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, roughly 7x the cost of `chat`, 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 seven times /zerogpu-router:chat on input and six times on output (gpt-oss-120b, $0.15 / $0.60), 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
-
87b63e9
Current 2026-08-27 16:47
修正了 glm-5.2 与 gpt-oss-120b 的成本对比数据,更新为实际价格的约7倍和6倍,此前错误引用导致路由决策偏差。
- cee9321 2026-08-02 21:14


