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、长文档等场景。注意数据安全及成本考量,直接返回原文。

agents/openclaw/plugin/skills/chat-glm/SKILL.md zerogpu/zerogpu-router

Trigger Scenarios

需要处理超过131K token的超长输入 执行复杂的长期推理任务 分析整个代码仓库或长篇文档

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/openclaw/plugin/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",
    "metadata": {
        "openclaw": {
            "install": [
                {
                    "bins": [
                        "zerogpu"
                    ],
                    "kind": "node",
                    "package": "zerogpu-cli"
                }
            ],
            "requires": {
                "bins": [
                    "zerogpu"
                ]
            }
        }
    },
    "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>]"
}

Sends your input to ZeroGPU's hosted API for inference — this is not local processing. Don't pass secrets, credentials, or regulated data you aren't cleared to share with a third party. See the plugin README's "Data & privacy" section.

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 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, chat is the right call. For coding and agentic work at the same 1M context, 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 the cost-savings skill — this note is intentionally occasional, not shown every time.

Version History

  • 87b63e9 Current 2026-08-27 16:48

    修正glm-5.2与gpt-oss-120b的成本对比数据,更新价格引用以准确反映实际费用差异。

  • cee9321 2026-08-02 21:15

Same Skill Collection

agents/claude/skills/chat-deepseek/SKILL.md
agents/claude/skills/chat-glm/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-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
dfb87749
Indexed
2026-08-02 21:15

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