Subagent-Driven Development
SkillAI & modelsUse 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.
No other account needed.
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
- Break the task into independent write scopes or investigation scopes.
- Keep the immediate critical path local and delegate only sidecar work that will not block the very next step.
- Give each worker a clear responsibility, expected output, and file or module boundary.
- Reconcile results into one coherent outcome instead of pasting them together blindly.
- 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