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GitHub 儲存庫 · 發布者 johntrob14

lens-view

與編碼代理並行執行的 lens trace 檢視器(Jacobian lens、logit lens、tuned lens)。它提供 Claude Code 外掛、/lens-view 命令與可由模型呼叫、能在 Claude Code 內開啟窗格的工具,也提供 MCP 前端與獨立的終端機檢視器。

已翻譯

關於這個 mod

lens-view 會讀出 Jacobian lens、logit lens 或 tuned lens 在每一層與每個 token 位置回報的內容,並顯示在產生該 trace 的編碼代理旁邊。Claude Code 前端是透過外掛 marketplace 安裝的 mod(/plugin marketplace add johntrob14/lens-view,接著執行 /plugin install lens-view@lens-view),提供 /lens-view <path> 命令與一個由模型呼叫的工具,兩者都會在 Claude Code 內開啟窗格。其他代理可以使用 MCP 工具 lens_view,在 tmux 窗格中開啟終端機檢視器;終端機檢視器也能獨立執行,指令是 lens-view trace.json。所有前端共用一個剖析器(src/lens_view/trace.py)並需要 uv;tmux 前端要求代理在 tmux 裡執行。trace 格式目前是草稿(FORMAT.md),之後會變更。

安裝

請先查看作者 README,確認 marketplace 與外掛名稱;指令可能隨儲存庫結構而變動。

claude plugin marketplace add johntrob14/lens-view
claude plugin install lens-view
原文 / README

lens-view

A viewer for lens traces: what a Jacobian lens, logit lens or tuned lens reads out at every layer and token position. It runs beside a coding agent, so you can look at a trace while you work on the code that produced it.

The trace format is described in FORMAT.md. It is a draft and will change.

Front ends

| Where | What you get | Install | | --- | --- | --- | | Claude Code (default) | A mod: a /lens-view <path> command and a tool the model calls, both opening a pane inside Claude Code | Plugin, below | | Codex, or any agent with MCP | An MCP tool, lens_view, that opens the terminal viewer in a tmux pane beside the agent | MCP, below | | A terminal | The terminal viewer on its own: lens-view trace.json | uv tool install git+https://github.com/johntrob14/lens-view |

All three read traces through the Python package (src/lens_view/trace.py). The mod calls lens-view-json, which prints a trace as normalized JSON, so there is one parser.

All three need uv. The tmux front end needs the agent to run inside tmux.

Claude Code plugin

/plugin marketplace add johntrob14/lens-view
/plugin install lens-view@lens-view

Codex and other MCP clients

# ~/.codex/config.toml
[mcp_servers.lens-view]
command = "uv"
args = ["run", "--quiet", "--frozen", "--no-dev", "--project", "/path/to/lens-view", "lens-view-mcp"]
env_vars = ["TMUX", "TMUX_PANE"]

The repository also carries a Codex plugin manifest (.codex-plugin/plugin.json, mcp.json).

Layout

| Path | What | | --- | --- | | src/lens_view/trace.py | Trace format: parsing, loading, lens-view-json | | src/lens_view/app.py | Terminal viewer (Textual), lens-view | | src/lens_view/pane.py, mcp_server.py | tmux pane launcher and MCP server, lens-view-mcp | | .claude-plugin/, hooks/, types/ | Claude Code plugin: the mod | | .codex-plugin/, mcp.json | Codex plugin |

Development

uv run --group dev pytest           # Python
claude plugin validate . && claude plugin test .   # the mod

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