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Clew

穿越棕地迷宫的一根线。hop 就是这根线上的一个节点（docs/hops.md）。

棕地服务已经在运行。编码智能体每次会话仍要付出代价去重新发现同样的多服务流程。Clew 保留你已有的四张图——code、catalog、loadout、traces——并把它们连成一条你可以行走的路径。

Input → Branches → Output
measure → one P0 → capture → measure    until reflected
go install github.com/jeunessegamesee/clew/cmd/clew@v0.1.1

无需 Scale 许可证，无需 Neo4j，无需 OpenSearch。

任意棕地，三条命令

clew init --root /path/to/repo     # .clew.yaml + CLEW.md
clew stub --root /path/to/repo     # IN+else for every gRPC / GraphQL / OpenAPI port
clew score --root /path/to/repo    # P0 = missing IN; P1 = uncaptured branches
clew loadout --root /path/to/repo --in /package.Service/Method

桩（Stub）让你可以引用每一个入站端口。没有 when 的树保持 P1 未捕获状态。用 clew loop 加深——不要凭空发明分支。

Related MCP server: PrecisionContextEngine

从源码构建

go test ./...
go build -o clew ./cmd/clew
./clew score --root examples/shop --fail-p0
./clew loadout --root examples/shop --use-case place-order --payload '{"paymentMethod":"CARD"}'
./clew loop --root testdata/incomplete-shop
./clew score --root examples/shop --by-service
./clew score --root examples/shop --fail-p1
./clew watch --root examples/shop --traces traces/live.jsonl --follow
./clew watch --root examples/shop --listen 127.0.0.1:4318
./clew mcp

clew mcp 是一个 stdio MCP 服务器（loadout、who_consumes、who_calls、next_p0、drift、score）。每个工具都有自己的输入模式。

适配文件

.clew.yaml 就是让陌生仓库变成地图的方式：

roots:
  - .
  - ../other-repo
services:
  checkoutservice: src/checkoutservice   # OTel service.name → hops folder
traces:
  - traces/*.json

通用入口（无需按框架解析器）：OpenAPI / proto / GraphQL、OTLP（clew watch）或 clew ingest --file doors.json。可选的 http: [auto] 会猜测 Actix/Spring/……，但这不是添加新技术栈的方式。

语言

Clew 使用 Go 编写。CBM 保持为代码图。我们连接 HTTP/ASYNC/CROSS、OpenAPI/AsyncAPI 和 OTLP——我们不会重建索引器。

地图格式

参见 SPEC.md。每个服务：docs/hops.md。覆盖率：clew score --fail-p0。可执行之后：--fail-p1 会冻结未捕获的桩。

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