Agent Skill
2/7/2026startproject
Initialize new feature development with research and planning. Orchestrates Claude research subagents and Codex consultation. Triggers: "/startproject", "start project", "new feature".
A
ando
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npx skills add ando-ar/hr_ml_mlflow_mock
SKILL.md
| Name | startproject |
| Description | Initialize new feature development with research and planning. Orchestrates Claude research subagents and Codex consultation. Triggers: "/startproject", "start project", "new feature". |
name: startproject description: | Initialize new feature development with research and planning. Orchestrates Claude research subagents and Codex consultation. Triggers: "/startproject", "start project", "new feature". metadata: short-description: Feature initialization workflow
Start Project Skill - Feature Initialization
Orchestrate the start of new feature development.
Workflow
Phase 1: Research (Claude Subagents)
-
Codebase Exploration
Task(subagent_type="Explore", prompt=""" Explore codebase for: - Related existing implementations - Patterns used in similar features - Dependencies and interfaces Return: File paths and key patterns found """) -
External Research (if needed)
- WebSearch for library documentation
- WebFetch for specific API references
Phase 2: Requirements Gathering
- Ask user clarifying questions
- Document requirements
- Identify constraints
Phase 3: Design Consultation (Codex)
Task(subagent_type="general-purpose", prompt="""
Consult Codex for design:
codex exec --model o3 --sandbox read-only --full-auto "
Design approach for: {feature}
Research findings:
{research summary}
Requirements:
{requirements}
Recommend:
1. Architecture approach
2. Key design decisions
3. Potential issues
4. Implementation order
"
Return concise design summary.
""")
Phase 4: Task Creation
- Create task list based on plan
- Set task dependencies
- Present for user approval
Output Structure
## Project: {feature name}
### Research Summary
- Existing related code: {files}
- Patterns identified: {patterns}
- External resources: {links}
### Requirements
- {requirement 1}
- {requirement 2}
### Design (Codex Review)
{Codex recommendation summary}
### Implementation Tasks
1. [ ] {task 1}
2. [ ] {task 2}
3. [ ] {task 3}
### Next Steps
{What to do after approval}
Example Usage
User: "/startproject Add MLflow experiment comparison feature"
- Explore existing MLflow integration code
- Research MLflow comparison APIs
- Ask about specific comparison requirements
- Consult Codex for design
- Create task breakdown
- Present for approval
Skills Info
Original Name:startprojectAuthor:ando
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