auto-orchestrator

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Phan tich request va chon cach dieu phoi skill/tool phu hop. Chi dung khi can mot lop dispatch ro rang cho task phuc tap; khong tu dong spawn moi luc.

wollfoo By wollfoo schedule Updated 3/7/2026

name: auto-orchestrator description: "Phan tich request va chon cach dieu phoi skill/tool phu hop. Chi dung khi can mot lop dispatch ro rang cho task phuc tap; khong tu dong spawn moi luc."

Auto-Orchestrator

When to Use

  • Can mot lop dispatch ro rang cho task nhieu buoc, nhieu cong cu, hoac nhieu skill
  • Can quyet dinh giua oracle, librarian, search, va code-review
  • Khong can dung cho task don gian, single-file, hoac khi da biet ro skill chinh

Guardrails

  • Manual-only: khong tu dong spawn chi vi skill nay duoc load
  • Neu main agent lam truc tiep duoc thi khong dieu phoi them
  • Moi lan dieu phoi chi chon strategy toi thieu can thiet
  • Dung ten skill that su ton tai: oracle, librarian, search, code-review

Dispatch Matrix

Signal Preferred path
Plan, design, refactor strategy oracle
Debug + can tim code lien quan search -> oracle
Library internals, external repo librarian
Locate symbol, trace local code search
Review diff, quality gate code-review

Strategy Selection

  1. Direct: task don gian, 1 tool/skill la du.
  2. Sequential: output cua buoc truoc la input cua buoc sau.
  3. Parallel: chi dung khi cac nhanh doc lap va khong sua cung file.

Workflow

  1. Scan request va danh gia complexity.
  2. Chon strategy nho nhat dap ung duoc task.
  3. Chon skill/tool cu the cho tung buoc.
  4. Ghi ro ly do dispatch truoc khi goi cong cu.
  5. Tong hop ket qua va quay lai workflow chinh.

Examples

  • "Plan auth refactor" -> search lay context -> oracle de plan.
  • "Fix library-specific bug" -> librarian nghien cuu externals -> search tim local usage -> oracle chot huong sua.
  • "Review my changes" -> code-review truc tiep.

Do Not Use When

  • Task chi can 1 skill ro rang.
  • Dang o trong workflow da bi skill khac chi dinh san.
  • Can sua code ngay, khong can lop dispatch bo sung.
Install via CLI
npx skills add https://github.com/wollfoo/codex-cli --skill auto-orchestrator
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