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。

agents/claude/skills/chat-glm/SKILL.md zerogpu/zerogpu-router

Trigger Scenarios

输入内容超过131K token 需要超长上下文分析(如整个仓库) 需要长周期复杂推理

Install

npx skills add zerogpu/zerogpu-router --skill chat-glm -g -y
More Options

Non-standard path

npx skills add https://github.com/zerogpu/zerogpu-router/tree/main/agents/claude/skills/chat-glm -g -y

Use without installing

npx skills use zerogpu/zerogpu-router@chat-glm

指定 Agent (Claude Code)

npx skills add zerogpu/zerogpu-router --skill chat-glm -a claude-code -g -y

安装 repo 全部 skill

npx skills add zerogpu/zerogpu-router --all -g -y

预览 repo 内 skill

npx skills add zerogpu/zerogpu-router --list

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

Same Skill Collection

agents/claude/skills/chat-deepseek/SKILL.md
agents/claude/skills/chat-liquid/SKILL.md
agents/claude/skills/chat-qwen/SKILL.md
agents/claude/skills/chat-thinking/SKILL.md
agents/claude/skills/chat/SKILL.md
agents/claude/skills/classify-domain/SKILL.md
agents/claude/skills/classify-iab-enriched/SKILL.md
agents/claude/skills/classify-iab/SKILL.md
agents/claude/skills/classify-structured/SKILL.md
agents/claude/skills/classify-zero-shot/SKILL.md
agents/claude/skills/cost-savings/SKILL.md
agents/claude/skills/embed/SKILL.md
agents/claude/skills/extract-entities/SKILL.md
agents/claude/skills/extract-json/SKILL.md
agents/claude/skills/extract-pii/SKILL.md
agents/claude/skills/generate-followups/SKILL.md
agents/claude/skills/moderate/SKILL.md
agents/claude/skills/redact-pii/SKILL.md
agents/claude/skills/signin/SKILL.md
agents/claude/skills/summarize/SKILL.md
agents/openclaw/plugin/skills/chat-deepseek/SKILL.md
agents/openclaw/plugin/skills/chat-glm/SKILL.md
agents/openclaw/plugin/skills/chat-liquid/SKILL.md
agents/openclaw/plugin/skills/chat-qwen/SKILL.md
agents/openclaw/plugin/skills/chat-thinking/SKILL.md
agents/openclaw/plugin/skills/chat/SKILL.md
agents/openclaw/plugin/skills/classify-domain/SKILL.md
agents/openclaw/plugin/skills/classify-iab-enriched/SKILL.md
agents/openclaw/plugin/skills/classify-iab/SKILL.md
agents/openclaw/plugin/skills/classify-structured/SKILL.md
agents/openclaw/plugin/skills/classify-zero-shot/SKILL.md
agents/openclaw/plugin/skills/cost-savings/SKILL.md
agents/openclaw/plugin/skills/embed/SKILL.md
agents/openclaw/plugin/skills/extract-entities/SKILL.md
agents/openclaw/plugin/skills/extract-json/SKILL.md
agents/openclaw/plugin/skills/extract-pii/SKILL.md
agents/openclaw/plugin/skills/generate-followups/SKILL.md
agents/openclaw/plugin/skills/moderate/SKILL.md
agents/openclaw/plugin/skills/redact-pii/SKILL.md
agents/openclaw/plugin/skills/signin/SKILL.md
agents/openclaw/plugin/skills/summarize/SKILL.md
agents/openclaw/plugin/skills/zerogpu-summarize/SKILL.md
agents/claude/skills/status/SKILL.md
agents/openclaw/plugin/skills/status/SKILL.md

Metadata

Files
0
Version
87b63e9
Hash
f626f4de
Indexed
2026-08-02 21:14

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