task-orchestrator

name	task-orchestrator
description	Orchestrate execution using a strict chain of prompt generation, task planning, optional skill generation, and implementation handoff. Always enforce plan-first behavior.

Task Orchestrator

Overview

Run the skill chain in a fixed order and enforce planning before implementation.

Mandatory Chain

1. $codex-prompt-generator
2. $task-generator
3. $skill-generator (only when capability gaps exist)
4. Implementation skill (for this repo, usually $dolphi-agent-executor)

Planning Policy (Always Apply)

• Plan Mode is mandatory before any code change.
• No implementation starts until the task plan is complete and validated.
• Every task must include validation steps.
• Every implementation plan must include a readability/simplicity check against docs/architecture/KARPATHY_CODING_GUIDELINES.md.
• If requirements are ambiguous or inputs are missing, stop and request clarification. Do not allow assumption-based planning.

Workflow

1. Generate normalized prompt with $codex-prompt-generator.
2. Convert prompt to task backlog with $task-generator.
3. Audit capability gaps against existing local skills.
4. If gaps exist, run $skill-generator to create/update required skills.
5. Handoff finalized, dependency-ordered plan to implementation skill.
6. Require implementation summary with changed files, validation results, and risks.

Output Contract

Orchestration Summary:
- Prompt: generated
- Task Plan: generated
- Skill Gaps: <none|list>
- Skill Lifecycle Action: <not needed|updated existing|created new>
- Implementation Handoff Skill: <skill name>

Approved Plan:
1. <task sequence>

Readiness Gate:
- Planning complete: yes
- Validation attached to every task: yes
- No assumptions used: yes
- Implementation allowed: yes