Clowder AI is a self-hosted workspace where AI agents from different model families work together as a persistent team, retaining identities, shared evidence, and memory across tasks. It is for people who want to coordinate multiple AI agents without repeatedly rebuilding their context.
Getting it into your agent
There is no command for this one: it runs only inside a plugin, and the catalogue could not identify which plugin ships it. The source is linked below.
Wrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/zts212653/clowder-ai/workspace-navigator)<a href="https://agentmods.dev/skills/zts212653/clowder-ai/workspace-navigator"><img src="https://agentmods.dev/badge/skills/zts212653/clowder-ai/workspace-navigator/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/zts212653/clowder-ai/workspace-navigator"><img src="https://agentmods.dev/badge/skills/zts212653/clowder-ai/workspace-navigator.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00050 | $0.02896 |
| Opus 5 | $0.00025 | $0.01448 |
| Sonnet 5 | $0.00010 | $0.00579 |
| Haiku 4.5 | $0.00005 | $0.00290 |
Grade A, and why
workspace-navigator scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
如果 MCP 工具不可用,先说明工具面缺失并按 F223 追踪;不要把手写第一方 `curl localhost` 当主路径。 How it starts
The opening of the file, as written. The whole thing — 204 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Workspace Navigator
operator说"帮我打开XXX"时,你要自己找到路径,然后用 cat_cafe_workspace_navigate 让 Hub 右面板自动导航到那里。operator不会给你精确路径——这是你的活。
核心工作流(三步走)
Step 1: 意图解析 — operator想看什么?
"帮我打开日志" → 日志文件/目录
"看看 F131 的设计图" → F131 相关的 .pen 文件
"打开那个 discussion" → 讨论文档
Step 2: 路径搜索 — 用你的工具找到精确路径
用 glob/grep/read 找到文件的精确绝对路径;已有可靠 worktreeId 时也可用相对路径
Step 3: 调 typed MCP — 让 Hub 前端导航
cat_cafe_workspace_navigate({
path: "/精确/绝对/路径",
action: "open",
threadId: "当前 threadId(有就传)"
})
如 receipt 三工具同时可用且目标是文件,可改走下方的 revision-bound receipt 路径
Revision-bound consumption receipt(workspace-navigator pilot)
完整读完本文件后,如果当前工具面同时提供
cat_cafe_prepare_skill_consumption、cat_cafe_open_with_workspace_navigator 与
cat_cafe_dismiss_skill_consumption:
cat_cafe_prepare_skill_consumption({ skillId: "workspace-navigator" })
→ cat_cafe_open_with_workspace_navigator({
handle: "prepare 返回的 handle",
path: "/精确/绝对/路径",
threadId: "当前 threadId(有就传)"
})
- 调
cat_cafe_prepare_skill_consumption({ skillId: "workspace-navigator" })。返回的state: prepared只绑定当前 package revision、invocation 与 Workspace consumer,不是已应用收据。 - 目标是要打开的文件时,把 handle 原样传给
cat_cafe_open_with_workspace_navigator({ handle, path, ... })。它固定调用既有 Workspaceopenconsumer;只有 consumer 产生deliveryStatus,服务端才会写consumption: applied,猫不能单独自报。 - 若本次明确选择右侧「运行日志 → 查看日志」原生快捷入口,或读完后确认请求不属于 Workspace
导航,或本次目标是 pilot 尚未覆盖的目录
reveal,调cat_cafe_dismiss_skill_consumption,reason 分别用alternate_native_shortcut/outside_skill_scope。
outcome 只回答这次 Workspace consumer 的投递四态或 not_applicable,不代表整项任务成功,也不证明
单个 skill 造成了任务结果。handle 过期、跨 invocation 重放或 package revision 已变化时,重新读当前
skill 并 prepare;不得拿旧 receipt 假绿。
完整读取仍是本 skill 的独立使用义务;receipt 本身不证明 package 曾被展示或读取,也不与既有 presentation/full-read 事件做前置 join。
如果 receipt 工具缺失,或返回 carrier_unsupported,照常完成导航任务,但明确记录
skill receipt: unsupported;不得从 ok:true、普通工具调用、task success 或旧的 skill-load 事件反推
applied|dismissed。
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 5d ago Changed · +37 lines 713252cb03e6
- 9d ago First seen · 167 lines · 50 tokens per session scan A b98d39e10073
workspace-navigator is a skill published in the GitHub repository zts212653/clowder-ai (2,940 stars, last pushed today), licensed MIT. It adds 50 tokens to every session and 2,896 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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