MR
Mayur Rathi
@mayurrathi
⭐ 40.7k GitHub stars

Dispatching Parallel Agents

Dispatching Parallel Agents is an code AI skill with a core value of Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies. It helps developers solve real-world problems in the code domain, boosting efficiency, automating repetitive tasks, and optimizing workflows.

Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies

Last verified on: 2026-07-08

Quick Facts

Category code
Works With Claude
Source sickn33/antigravity-awesome-skills
Stars ⭐ 40.7k
Last Verified 2026-07-08
Risk Level Low
mkdir -p ./skills/dispatching-parallel-agents && curl -sfL https://raw.githubusercontent.com/sickn33/antigravity-awesome-skills/main/skills/dispatching-parallel-agents/SKILL.md -o ./skills/dispatching-parallel-agents/SKILL.md

Run in terminal / PowerShell. Requires curl (Unix) or PowerShell 5+ (Windows).

Skill Content

# Dispatching Parallel Agents


Overview


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.


When to Use


dot
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:**

- 3+ test files failing with different root causes

- Multiple subsystems broken independently

- Each problem can be understood without context from others

- No shared state between investigations


**Don't use when:**

- Failures are related (fix one might fix others)

- Need to understand full system state

- Agents would interfere with each other


The Pattern


1. Identify Independent Domains


Group failures by what's broken:

- File A tests: Tool approval flow

- File B tests: Batch completion behavior

- File C tests: Abort functionality


Each domain is independent - fixing tool approval doesn't affect abort tests.


2. Create Focused Agent Tasks


Each agent gets:

- **Specific scope:** One test file or subsystem

- **Clear goal:** Make these tests pass

- **Constraints:** Don't change other code

- **Expected output:** Summary of what you found and fixed


3. Dispatch in Parallel


typescript
// 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

4. Review and Integrate


When agents return:

- Read each summary

- Verify fixes don't conflict

- Run full test suite

- Integrate all changes


Agent Prompt Structure


Good agent prompts are:

1. **Focused** - One clear problem domain

2. **Self-contained** - All context needed to understand the problem

3. **Specific about output** - What should the agent return?


markdown
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.

Common Mistakes


**❌ 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"


When NOT to Use


**Related failures:** Fixing one might fi

🎯 Best For

  • Claude users
  • Software engineers
  • Development teams
  • Tech leads

💡 Use Cases

  • Code quality improvement
  • Best practice enforcement

📖 How to Use This Skill

  1. 1

    Install the Skill

    Copy the install command from the Terminal tab and run it. The SKILL.md file downloads to your local skills directory.

  2. 2

    Load into Your AI Assistant

    Open Claude and reference the skill. Paste the SKILL.md content or use the system prompt tab.

  3. 3

    Apply Dispatching Parallel Agents to Your Work

    Open your project in the AI assistant and ask it to apply the skill. Start with a small module to verify the output quality.

  4. 4

    Review and Refine

    Review AI suggestions before committing. Run tests, check for regressions, and iterate on the skill output.

❓ Frequently Asked Questions

Is Dispatching Parallel Agents compatible with Cursor and VS Code?

Yes — this skill works with any AI coding assistant including Cursor, VS Code with Copilot, and JetBrains IDEs.

Do I need specific dependencies for Dispatching Parallel Agents?

Check the install command and Works With section. Most code skills only require the AI assistant and your codebase.

How do I install Dispatching Parallel Agents?

Copy the install command from the Terminal tab and run it. The skill downloads to ./skills/dispatching-parallel-agents/SKILL.md, ready to use.

Can I customize this skill for my team?

Absolutely. Edit the SKILL.md file to add team-specific instructions, examples, or workflows.

⚠️ Common Mistakes to Avoid

Skipping validation

Always test AI-generated code changes, even for simple refactors.

Missing dependency updates

Check if the skill requires updated dependencies or new packages.

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