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JacobPEvans

subagent-batching

by JacobPEvans

A comprehensive, vendor-agnostic framework for consistent AI-assisted development workflows - standardized instructions and commands that work seamlessly across Claude, Gemini, Copilot, and local AI models. See also: https://github.com/JacobPEvans/claude-code-plugins

5🍴 2📅 Jan 22, 2026

SKILL.md


name: subagent-batching description: Patterns for launching and managing parallel subagents efficiently. version: "2.0.0" author: "JacobPEvans"

Subagent Batching

Patterns for parallel subagent execution. Use your judgment on batch sizes based on task complexity.

When to Parallelize

Parallelize when:

  • Processing multiple independent items (PRs, issues, files)
  • Tasks have no dependencies between items
  • Each item can succeed or fail independently

Don't parallelize when:

  • Later items depend on earlier results
  • Shared resources could cause conflicts
  • You need to aggregate results before proceeding

Launch Pattern

Launch subagents in a single message with multiple Task tool calls. Don't launch sequentially.

# Correct: ONE message with multiple Task calls
Task 1: Process item A
Task 2: Process item B
Task 3: Process item C
# All launch simultaneously

Batching for Large Sets

For many items, batch them and validate between batches:

  1. Launch a batch of subagents in parallel (single message)
  2. Wait for all to complete using TaskOutput with block=true
  3. Validate results before proceeding
  4. Start next batch after validation

Subagent Prompts

Give each subagent focused context:

  • Clear task description
  • Relevant identifiers and locations
  • Expected output format
  • Success criteria

Error Handling

  • One failure shouldn't block the rest
  • Mark failed items for human review
  • Continue processing remaining items
  • Provide summary of successes and failures

Reporting

After completion, summarize:

  • Total items processed
  • Successes with brief descriptions
  • Failures with reasons
  • Any required follow-up actions

Score

Total Score

70/100

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