Agent Skill
2/7/2026

evolution-planning-skill

Planning long-term application evolutions aligned with project vision and technical foundations.

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samgvann
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npx skills add SamGVanN/Derot-my-brain

SKILL.md

Nameevolution-planning-skill
DescriptionPlanning long-term application evolutions aligned with project vision and technical foundations.

name: evolution-planning-skill description: Planning long-term application evolutions aligned with project vision and technical foundations.

Instructions

  1. Vision Alignment: Refer to the functional specs in d:\Repos\Derot-my-brain\Docs\Planning\functional_specifications_derot_my_brain.md and current status in d:\Repos\Derot-my-brain\Docs\Planning\Project-Status.md.
  2. Terminology Consistency: Use d:\Repos\Derot-my-brain\Docs\Reference\Glossary.md to define new concepts or extend existing ones.
  3. Impact Analysis:
    • Data Schema: Review d:\Repos\Derot-my-brain\Docs\Technical\Storage-Policy.md. How will the SQLite schema evolve?
    • Data Model: Review d:\Repos\Derot-my-brain\Docs\Reference\DataModel.md. How will the database schema evolve?
    • API Surface: Plan new endpoints and DTOs in the API layer.
    • UX/UI: Ensure the evolution follows the "Rich Aesthetics" guide and doesn't break existing dark/light modes.
  4. Phased Roadmap: Break the evolution into manageable phases (e.g., Phase 1: Core/Infrastructure, Phase 2: UI/UX implementation).
  5. Technical Constraints:
    • Maintain "Local-First", "Offline-Ready", and "Local AI (Ollama)" principles.
    • Support the flexible "Active Learning" flow (Activity or Source entry).

Output Structure

  • Requirement Analysis: Why do we need this?
  • Proposed Solution: High-level overview.
  • Technical Impact: Data, API, UI changes.
  • Roadmap: Step-by-step implementation plan.
  • Risks & Mitigations: Potential pitfalls.
Skills Info
Original Name:evolution-planning-skillAuthor:samgvann