| 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
$codex-prompt-generator$task-generator$skill-generator (only when capability gaps exist)- 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
- Generate normalized prompt with
$codex-prompt-generator.
- Convert prompt to task backlog with
$task-generator.
- Audit capability gaps against existing local skills.
- If gaps exist, run
$skill-generator to create/update required skills.
- Handoff finalized, dependency-ordered plan to implementation skill.
- 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
