cochange-churn
静态切面看不到的架构问题,往往在**版本历史**里暴露。这是来自代码审查 git-history lens 的高信号视角。仅当处于 git 仓库时启用。
The canonical full-stack entrypoint is:
$ npx -y skills add AgentsMesh/AgentsMesh --agent claude-codeHow it fires
How this agent gets triggered: by you, by Claude, or both.
Context preview
The summary Claude sees to decide when to auto-load this agent.
The canonical full-stack entrypoint is:
The canonical full-stack entrypoint is:
bazel run //deploy/dev:up
Use `//deploy/dev:backend_only` when the task does not need Web or Web Admin. Other lifecycle targets are `//deploy/dev:clean`, `//deploy/dev:reset_runners`, and `//deploy/dev:rebuild_runner`.
The environment is hybrid:
Every worktree gets a generated `deploy/dev/.env` with isolated ports. After the stack starts:
set -a source deploy/dev/.env set +a
Read values such as `HTTP_PORT`, `WEB_PORT`, `WEB_ADMIN_PORT`, `POSTGRES_PORT`, `MINIO_API_PORT`, `MINIO_CONSOLE_PORT`, and `TRAEFIK_DASHBOARD_PORT` from that file. Do not infer them from the main checkout.
Useful logs:
deploy/dev/runtime/backend/backend.log deploy/dev/runtime/relay/relay.log deploy/dev/runtime/runner/runner.log deploy/dev/web.log
Only clean a stack that this workflow started and only after checking that no parallel task depends on it.
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Repo: AgentsMesh/AgentsMesh
静态切面看不到的架构问题,往往在**版本历史**里暴露。这是来自代码审查 git-history lens 的高信号视角。仅当处于 git 仓库时启用。
LLM 架构审查的头号失败模式:**凭空断言结构**——声称"A 依赖 B""这里有循环""X 被多处写",却没真去查。本文件给出强制接地原则 + 各语言的实际探测命令。
这是本 skill 最独特、最能抓**真实结构性 bug** 的 lens:职责归属、机制/策略分离、因果与不变量(并发/状态契约)、属性三分。
经典原则做交叉验证。**这一 lens 最容易产出假阳性(教科书式建议)——严格用置信度门控,不报"理论上更优雅但无实际危害"的项。**