Skip to content
cccskills
FreePublished on GitHub

trae-native-debug

Maintain, debug, and recover MTGA's Trae native custom-model route. Use when Trae native integration fails, Trae updates shift ai_agent.dll hook offsets, errors such as 4028/4054/429 appear, native rewriter or SseOpenPayload URL rewriting needs diagnosis, or Codex needs to avoid repeating prior renderer-JS/private-protocol dead ends.

The English summary is being prepared. Showing the original description.

See how to install

Files included (4)

  • SKILL.md3.6 KB
  • agents/openai.yaml238 B
  • references/native-route-map.md3.2 KB
  • references/update-recovery.md2.7 KB

SKILL.md (original)

Review the instructions the agent will receive before you install.

Trae Native Debug

Operating Rules

  • Treat the active integration point as native Rust-side URL rewriting in ai_agent.dll, not renderer JS.
  • Prefer the existing runtime path in python-src/modules/trae_patch/ and service glue in python-src/modules/services/trae_native_route.py.
  • Keep python-src/scripts/trae_patch/ for repro, CDP triggering, and maintenance probes only. Do not move runtime-required code back into scripts.
  • Do not hand-roll Trae private SSE/WebSocket events unless the user explicitly asks to compare alternatives. The current goal is to reuse Trae's native parser by rewriting the outgoing request URL before reqwest.
  • Avoid noisy foreground probes. Capture long output to files or existing JSONL logs, summarize only the relevant events, and stop background processes when done.
  • Do not stage changes unless the user explicitly asks. This project has a history of large touched sets during Trae debugging.

Workflow

  1. Classify the failure before changing code.

    • 4028: generic Trae custom-model failure. It can mean auth, unreachable local service, wrong URL, 4xx, or malformed response.
    • 4054: usually means Trae's native/custom-model tunnel path rejected or could not consume the stream; prior private protocol hand-roll attempts hit this.
    • 429: usually caused by repeated live upstream probes or duplicate requests; throttle and inspect request counts before blaming auth.
  2. Confirm which path is under test.

    • Native route should launch Trae with CDP, start local loopback on 127.0.0.1:18083, and run the native rewriter.
    • Legacy reverse-hosts route is separate. Shared proxy behavior such as config hot update should flow through ProxyApp.apply_runtime_config().
    • If debugging a route choice or UI config, inspect settings/state first; otherwise stay native.
  3. Reproduce with the smallest useful surface.

    • For module availability: uv run python -m modules.trae_patch.trae_native_sse_open_url_rewriter --help
    • For byte-pattern drift: run scripts/trae_patch/trae_native_byte_pattern.py with the known URL-copy pattern.
    • For a real custom-model session: use scripts/trae_patch/trae_native_custom_model_session.py.
    • For UI-triggered repro without manual clicking: use scripts/trae_patch/trae_cdp_send_chat.py.
  4. If Trae updated or offsets moved, read references/update-recovery.md.

  5. If unsure why a prior approach is rejected, read references/native-route-map.md before creating new probes.

Known Stable Facts

  • The useful native chain is: CustomModelProxyManager -> official custom-model WebSocket tunnel -> SSE instruction -> reqwest -> user base_url.
  • The current patch avoids Trae's private tunnel protocol by rewriting the final URL used for the outgoing OpenAI-compatible request.
  • Renderer/global scans for BootConfig, MNI channel interception, and hand-built JS/internal events were negative or higher-maintenance routes.
  • The known URL-copy byte pattern is 48 8b 52 08 4d 8b 46 10 48 8d 8d 20 01 00 00; the call offset used by the rewriter is 0x0F.

Resources

  • references/native-route-map.md: architecture, file map, and prior dead ends.
  • references/update-recovery.md: procedure for recovering after Trae version changes or breakpoint drift.

Reviews

No reviews yet. Tell others what you thought.

Comments

No login needed. Share how it worked for you, ask a question, or note where it did not run.

No comments yet. Be the first to write one.

Comments are published right away. Do not include personal information such as email addresses or phone numbers. Up to 2 URLs.

0 / 1,000 characters

This form is protected by reCAPTCHA, and the Google Privacy Policy and Terms of Service apply.

More skills from this repository

Write and debug ast-grep rules for structural code search and rewrite. Use when tasks require AST-aware matching (not plain text), such as finding specific syntax shapes, relational patterns (inside/has), composite logic (all/any/not), or precise code refactors across a codebase.

The English summary is being prepared. Showing the original description.

BiFangKNT/mtga1.2KUpdated Jun 18, 2026

gh-cli

Free

使用 GitHub CLI (`gh`) 执行非交互式 GitHub 协作与自动化任务(PR、Issue、Actions、Release、API 查询/修改)。当用户要求“用 gh 命令完成任务”、需要结构化 JSON 输出(`--json`/`--jq`)、批量处理 PR/Issue(如“批量 review 多个 PR”)、按策略合并(如“检查通过后自动 squash 合并”)时使用此 skill。

The English summary is being prepared. Showing the original description.

BiFangKNT/mtga1.2KUpdated Jun 18, 2026

pwsh

Free

在 Windows PowerShell 5.1 与 PowerShell 7 中编写和执行稳定命令,重点处理引号、管道符、原生命令参数传递与跨版本兼容。遇到 `--jq`/过滤表达式被 PowerShell 误解析、同一命令在 pwsh5 与 pwsh7 行为不一致、或需要为 pwsh7.3+ 增加参数传递适配时使用此 skill。

The English summary is being prepared. Showing the original description.

BiFangKNT/mtga1.2KUpdated Jun 18, 2026

tauri

Free

构建、调试与发布 Tauri v2 应用的工程化工作流。覆盖项目初始化(create-tauri-app)、前端与 Rust 命令通信(`#[tauri::command]` + `invoke`)、状态管理、Capabilities 权限建模、插件接入、跨平台构建与问题排查。当用户需求涉及“创建 Tauri 项目”“把 Web 前端接到 Rust 后端”“最小权限配置(fs/http/shell)”“接入 Tauri 官方插件”“执行 tauri dev/build”“排查 Tauri 构建或运行错误”时使用此 skill。

The English summary is being prepared. Showing the original description.

BiFangKNT/mtga1.2KUpdated Jun 18, 2026

UI/UX design intelligence with searchable database

The English summary is being prepared. Showing the original description.

BiFangKNT/mtga1.2KUpdated Jun 18, 2026

uv

Free

在 Windows/macOS/Linux 上使用 `uv` 执行 Python 运行、依赖同步、锁文件管理、Python 版本管理与工具命令(`uv run`、`uv sync`、`uv lock`、`uv python`、`uv tool`)。当任务涉及“用 uv 运行脚本/命令”“临时依赖(`--with`)”“锁文件一致性(`--locked`/`--frozen`)”“跨平台 shell(bash/zsh/PowerShell)下排查 uv 执行问题”时使用此 skill。

The English summary is being prepared. Showing the original description.

BiFangKNT/mtga1.2KUpdated Jun 18, 2026

See all skills by BiFangKNT

Report a problem with this skill