yohjisakamoto

这个不开源吗？ github

行号替换没有文本匹配靠谱，把补丁拆成多个 call 出错直接 abort 就行了

这不是就是一个办公协作吗/为啥刑啊。 还是本地部署的。

默认坐标放在右下角是不是好一点，大部分交互设计都是放在屏幕下侧的。另外不是很懂机器人，但是感觉 xy 的复位不需要每次操作都复位一次吧，计算新 x 和 y 就当前点击位置的偏差，然后每 5 次复位一下会有影响吗。感觉可以快很多。另外我觉得你图片压缩上有很大搞头，只要能压缩到不丢失交互信息，费用能减少很多。

@JEFFMEME 有啥推荐吗

@liuchao719 这其实本身是矛盾的，我的最终目标是让更多人知道这个架构的价值。但就像你说的这其实没有数据和测试是很难感知的。这也是为什么大部分用户会觉得 RTK 这类工具能节省 token 。

@liuchao719 其实我做这个架构的目的就是发论文然后影响整个行业的范式。一个商业公司如果成本大规模下降 60%我觉得这个产品是有意义的。我对他成功的定义就是 26 年年底，大部分 agent 的执行都不再用现有的 tool calling 架构。

@FrankFang128 你提个完整 issue ？ 我看下有没有更多信息可以复现

我跑了 action 没有复现

Run set -euo pipefail
=== Runner ===
ProductName: macOS
ProductVersion: 15.7.7
BuildVersion: 24G720
Darwin iad20-fj917-84fa707e-f52f-447e-8b80-e82831afc5e5-8E81B2C365B6.local 24.6.0 Darwin Kernel Version 24.6.0: Tue Apr 21 20:18:00 PDT 2026; root:xnu-11417.140.69.710.16~1/RELEASE_ARM64_VMAPPLE arm64
v22.23.1
10.9.8
node platform=darwin arch=arm64
=== Registry metadata ===
{
"version": "0.1.34",
"optionalDependencies": {
"tura-darwin-arm64": "0.1.34",
"tura-darwin-x64": "0.1.34",
"tura-linux-x64": "0.1.34",
"tura-win32-x64": "0.1.34"
}
}
{
"version": "0.1.34",
"os": [
"darwin"
],
"cpu": [
"arm64"
],
"dist.integrity": "sha512-/yEz+bGTHw2w8HnYyE6lxvSQOOGEZ4I3R4mERAaBcogl0pHcDRMW2D8nAyhqIEkPFhFBMOjFafDmpjhuXbvhLQ=="
}
=== Published package install ===
npm verbose cli /Users/runner/hostedtoolcache/node/22.23.1/arm64/bin/node /Users/runner/hostedtoolcache/node/22.23.1/arm64/bin/npm
npm info using [email protected]
npm info using [email protected]
npm verbose title npm install [email protected]
npm verbose argv "install" "--global" "--prefix" "/Users/runner/work/_temp/tura-global" "[email protected]" "--include" "optional" "--registry" "https://registry.npmjs.org/" "--loglevel" "verbose"
npm verbose logfile logs-max:10 dir:/Users/runner/.npm/_logs/2026-07-26T12_21_28_344Z-
npm verbose logfile /Users/runner/.npm/_logs/2026-07-26T12_21_28_344Z-debug-0.log
npm http cache https://registry.npmjs.org/tura-ai 8ms (cache hit)
npm http cache https://registry.npmjs.org/tura-darwin-arm64 15ms (cache hit)
npm http fetch GET 200 https://registry.npmjs.org/tura-darwin-x64 126ms (cache miss)
npm http fetch GET 200 https://registry.npmjs.org/tura-linux-x64 112ms (cache miss)
npm http fetch GET 200 https://registry.npmjs.org/tura-win32-x64 141ms (cache miss)
npm verbose reify failed optional dependency /Users/runner/work/_temp/tura-global/lib/node_modules/tura-ai/node_modules/tura-win32-x64
npm verbose reify failed optional dependency /Users/runner/work/_temp/tura-global/lib/node_modules/tura-ai/node_modules/tura-linux-x64
npm verbose reify failed optional dependency /Users/runner/work/_temp/tura-global/lib/node_modules/tura-ai/node_modules/tura-darwin-x64
npm http cache tura-ai@https://registry.npmjs.org/tura-ai/-/tura-ai-0.1.34.tgz 0ms (cache hit)
npm http cache tura-darwin-arm64@https://registry.npmjs.org/tura-darwin-arm64/-/tura-darwin-arm64-0.1.34.tgz 0ms (cache hit)
npm http fetch GET 200 https://registry.npmjs.org/tura-ai/-/tura-ai-0.1.34.tgz 40ms (cache miss)
npm http fetch GET 200 https://registry.npmjs.org/tura-darwin-arm64/-/tura-darwin-arm64-0.1.34.tgz 1115ms (cache miss)
npm info run [email protected] postinstall node_modules/tura-ai node ./scripts/npm/install-release.mjs
npm info run [email protected] postinstall { code: 0, signal: null }

added 2 packages in 2s
npm verbose cwd /Users/runner/work/tura/tura
npm verbose os Darwin 24.6.0
npm verbose node v22.23.1
npm verbose npm v10.9.8
npm verbose exit 0
npm info ok
=== Installed dependency tree ===
/Users/runner/work/_temp/tura-global/lib
└─┬ [email protected]
├── [email protected]
├── UNMET OPTIONAL DEPENDENCY [email protected]
├── UNMET OPTIONAL DEPENDENCY [email protected]
└── UNMET OPTIONAL DEPENDENCY [email protected]

=== Installed platform package ===
{
"name": "tura-darwin-arm64",
"version": "0.1.34",
"os": [
"darwin"
],
"cpu": [
"arm64"
]
}
=== CLI verification ===
Tura terminal client

Usage:
tura [OPTIONS] open the interactive TUI
tura [OPTIONS] exec [PROMPT...] run the Rust CLI front
tura [OPTIONS] run [PROMPT...] run a non-interactive prompt
tura [OPTIONS] bash|zsh|shel [PROMPT...]
tura [OPTIONS] <command> --help show command-specific help

Commands:
run send a prompt through the gateway and stream the answer
exec forward to the Rust CLI front (`tura_exec`)
bash run a prompt with command tools forced to bash
zsh run a prompt with command tools forced to zsh
shel run a prompt with command tools forced to shell_command
resume show an existing session or append a follow-up prompt
session list or show sessions
config read or update workspace session config
provider list providers and inspect auth state
agent list, read, create, update, or set agent models
persona list, read, create, update, or delete personas
project inspect or create gateway workspaces
file list, read, open, or reveal workspace files
command list or execute gateway commands
inspect show gateway service, paths, and sessions
gateway send a raw gateway CLI protocol request
completion generate shell completion for bash, zsh, or fish