coding-backend-orchestration
Use when the user explicitly asks Guardian to launch or check an external coding assistant such as Codex, Claude Code, Gemini CLI, or Aider.
用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
菜单
Use when the user explicitly asks Guardian to launch or check an external coding assistant such as Codex, Claude Code, Gemini CLI, or Aider.
用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Guide for creating new skills, improving existing skills, and evaluating skill quality. Use this whenever the user wants to turn a workflow into a skill, revise a skill, improve triggering behavior, or add evals and benchmarks for a skill.
Use when reviewing a diff, PR, or patch for bugs, regressions, missing tests, architecture risk, security risk, or reviewability concerns before merge.
Use when starting a repo-grounded task, switching subsystems, or when output quality drops and the agent needs tighter project context from rules, specs, relevant files, examples, and current errors.
Use when implementing or reviewing framework-specific code that should be verified against current official docs, versioned guidance, or source-cited examples rather than memory.
Use when the request is about a repo, codebase, implementation, bugfix, or backend-owned coding session that should stay anchored to the active workspace.
Use when addressing code review or QA feedback, especially when the feedback is unclear, broad, or technically questionable.
| name | coding-backend-orchestration |
| description | Use when the user explicitly asks Guardian to launch or check an external coding assistant such as Codex, Claude Code, Gemini CLI, or Aider. |
Use this workflow only when the user explicitly wants Guardian to launch or inspect an external coding assistant.
This is distinct from normal repo-grounded coding work:
coding_backend_runcode_session_current or code_session_list if the target workspace is unclear.coding_backend_list.coding_backend_run from the active coding session workspace.coding_backend_status.code_git_diff and the strongest relevant checks such as code_test, code_build, or code_lint.coding_backend_status when needed.code_git_diff, code_test, code_build, or code_lint before reporting success.