Subagent-Driven Development

SkillAI & models

Use this skill when the work should be decomposed into parallel, well-scoped tracks instead of handled as one monolithic task.

Available today. Use it from your connected AI after setup.

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Then ask your AI: use the Subagent-Driven Development skill

About this skill

Self-hosted AI workspace where chat becomes visual workflows, multi-agent operations, and reviewable automations. Local memory; local or cloud models

What this skill tells your AI

The instructions your AI receives, as published by aaronnat23/disp8ch in optional-skills/subagent-driven-development/SKILL.md and read by ahel’s review.

Use this skill when the work should be decomposed into parallel, well-scoped tracks instead of handled as one monolithic task.

Use when

  • The task spans multiple independent implementation or verification slices.
  • The user wants speed from parallel work without losing coordination.
  • One agent should own orchestration while others own bounded subtasks.

Workflow

  1. Break the task into independent write scopes or investigation scopes.
  2. Keep the immediate critical path local and delegate only sidecar work that will not block the very next step.
  3. Give each worker a clear responsibility, expected output, and file or module boundary.
  4. Reconcile results into one coherent outcome instead of pasting them together blindly.
  5. Verify the integrated result with focused regression checks.

Deliverable

  • Subtask breakdown.
  • Ownership boundaries.
  • Integration notes.
  • Final verification summary.

Signals

GitHub stars
100
Forks
2
Last commit
Sep 2026
Advanced
Item type
skill
Key
subagent-driven-development-aaronnat23
Source
github.com/aaronnat23/disp8ch