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dispatching-parallel-agents
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
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Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
Use khi user nói 'làm khóa luận', 'thesis V1', 'audit thesis', 'thesis ready to defense?', 'render thesis docx', hoặc trước khi ship academic deliverable. Workflow: planning → draft chapters → 3-agent outside-in audit → fix → assemble DOCX. Backed by thesis-content-standard.md rubric /100.
Dùng khi user nói 'extract citations', 'trích dẫn luận văn', 'audit thesis cite', 'verify bibliography', 'orphan citation check', 'kiểm tra cite luận văn', hoặc khi review thesis chapter trước defense. Parse `[N]` cite keys từ thesis chapters + verify chéo với `documents/<thesis-dir>/references/bibliography.md` → báo 3 bucket: matched / orphan-body (cite không có entry) / orphan-bib (entry không cite).
Dùng khi user nói 'figure curation', 'thesis figures', 'caption', 'đánh số hình', 'INDEX figure', 'curate figure cho Chapter N', 'add figure to thesis', 'kiểm tra caption hình', 'audit figure thesis'. Codifies selection criteria (figure vs table vs prose), per-chapter numbering N.M, Vietnamese caption format, per-chapter INDEX generation. Pair với thesis-docx pipeline.
Use when user says 'review UI', 'check design', 'audit screenshots', or after any UI/UX code change. Auto-runs after every frontend PR. Captures before/after screenshots, scores per-screen on /128 scale.
Dùng khi user nói 'extract citations', 'trích dẫn luận văn', 'audit thesis cite', 'verify bibliography', 'orphan citation check', 'kiểm tra cite luận văn', hoặc khi review thesis chapter trước defense. Parse `[N]` cite keys từ thesis chapters + verify chéo với `documents/<thesis-dir>/references/bibliography.md` → báo 3 bucket: matched / orphan-body (cite không có entry) / orphan-bib (entry không cite).
Dùng khi user nói 'figure curation', 'thesis figures', 'caption', 'đánh số hình', 'INDEX figure', 'curate figure cho Chapter N', 'add figure to thesis', 'kiểm tra caption hình', 'audit figure thesis'. Codifies selection criteria (figure vs table vs prose), per-chapter numbering N.M, Vietnamese caption format, per-chapter INDEX generation. Pair với thesis-docx pipeline.
| name | dispatching-parallel-agents |
| description | Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies |
You delegate tasks to specialized agents with isolated context. By precisely crafting their instructions and context, you ensure they stay focused and succeed at their task. They should never inherit your session's context or history — you construct exactly what they need. This also preserves your own context for coordination work.
When you have multiple unrelated failures (different test files, different subsystems, different bugs), investigating them sequentially wastes time. Each investigation is independent and can happen in parallel.
Core principle: Dispatch one agent per independent problem domain. Let them work concurrently.
digraph when_to_use {
"Multiple failures?" [shape=diamond];
"Are they independent?" [shape=diamond];
"Single agent investigates all" [shape=box];
"One agent per problem domain" [shape=box];
"Can they work in parallel?" [shape=diamond];
"Sequential agents" [shape=box];
"Parallel dispatch" [shape=box];
"Multiple failures?" -> "Are they independent?" [label="yes"];
"Are they independent?" -> "Single agent investigates all" [label="no - related"];
"Are they independent?" -> "Can they work in parallel?" [label="yes"];
"Can they work in parallel?" -> "Parallel dispatch" [label="yes"];
"Can they work in parallel?" -> "Sequential agents" [label="no - shared state"];
}
Use when:
Don't use when:
Group failures by what's broken:
Each domain is independent - fixing tool approval doesn't affect abort tests.
Each agent gets:
// In Claude Code / AI environment
Task("Fix agent-tool-abort.test.ts failures")
Task("Fix batch-completion-behavior.test.ts failures")
Task("Fix tool-approval-race-conditions.test.ts failures")
// All three run concurrently
When agents return:
Good agent prompts are:
Fix the 3 failing tests in src/agents/agent-tool-abort.test.ts:
1. "should abort tool with partial output capture" - expects 'interrupted at' in message
2. "should handle mixed completed and aborted tools" - fast tool aborted instead of completed
3. "should properly track pendingToolCount" - expects 3 results but gets 0
These are timing/race condition issues. Your task:
1. Read the test file and understand what each test verifies
2. Identify root cause - timing issues or actual bugs?
3. Fix by:
- Replacing arbitrary timeouts with event-based waiting
- Fixing bugs in abort implementation if found
- Adjusting test expectations if testing changed behavior
Do NOT just increase timeouts - find the real issue.
Return: Summary of what you found and what you fixed.
❌ Too broad: "Fix all the tests" - agent gets lost ✅ Specific: "Fix agent-tool-abort.test.ts" - focused scope
❌ No context: "Fix the race condition" - agent doesn't know where ✅ Context: Paste the error messages and test names
❌ No constraints: Agent might refactor everything ✅ Constraints: "Do NOT change production code" or "Fix tests only"
❌ Vague output: "Fix it" - you don't know what changed ✅ Specific: "Return summary of root cause and changes"
Related failures: Fixing one might fix others - investigate together first Need full context: Understanding requires seeing entire system Exploratory debugging: You don't know what's broken yet Shared state: Agents would interfere (editing same files, using same resources)
Scenario: 6 test failures across 3 files after major refactoring
Failures:
Decision: Independent domains - abort logic separate from batch completion separate from race conditions
Dispatch:
Agent 1 → Fix agent-tool-abort.test.ts
Agent 2 → Fix batch-completion-behavior.test.ts
Agent 3 → Fix tool-approval-race-conditions.test.ts
Results:
Integration: All fixes independent, no conflicts, full suite green
Time saved: 3 problems solved in parallel vs sequentially
After agents return:
From debugging session (2025-10-03):