Prompt matrix by goal
🌍 Language pair / Par de idioma
Section titled “🌍 Language pair / Par de idioma”- English: 19-prompt-matrix-by-goal.md
- Español: ../es/19-matriz-prompts-por-objetivo.md
🗣️ Friendly prompt (copy/paste)
Section titled “🗣️ Friendly prompt (copy/paste)”Use this when you are not technical and want the AI to do setup + guidance end-to-end:
Using https://github.com/juanklagos/spec-driven-development-template, create everything needed to carry out my project end-to-end.My project is: [describe your project in plain language].
If my project is new, initialize it with this template and GitHub Spec Kit.If my project already exists, adapt it to idea/specs/bitacora without breaking current behavior.Guide me step by step for my level (beginner/intermediate/advanced), using simple language.Do not skip specification, plan, tasks, refinement trace, logbook, and validation.Use this matrix to get consistent outputs from any AI assistant.
Main table
Section titled “Main table”| Goal | Base prompt | Expected output |
|---|---|---|
| Discover legacy system | “Analyze this existing project, document current behavior, and create idea/IDEA_GENERAL.md + specs/001-... without changing code” |
Idea + reverse-engineered baseline spec |
| Create new spec | “Work from specs/INDEX.md, define the next numbered spec and complete spec.md, plan.md, tasks.md, research.md, history.md” |
Complete new specification |
| Refine existing spec | “Refine the active spec for scope changes, update history.md, and log impact in bitacora” |
Updated spec + traceability |
| Prepare implementation | “From active spec, list risks, testing plan, and prioritized tasks before touching code” | Clear technical plan |
| Close session | “Generate handoff with status, pending items, and next step in bitacora/handoffs/” |
Ready handoff |
Recommended universal prompt
Section titled “Recommended universal prompt”Use https://github.com/juanklagos/spec-driven-development-template as the main guide.Work with the idea/specs/bitacora structure.Before implementation, validate active spec and traceability.At the end, leave logbook and handoff updates.Consistency rules
Section titled “Consistency rules”- One major change = one active spec.
- No implementation without
tasks.md. - If the idea changes, update
history.mdand logbook.
💡 Quick tips
Section titled “💡 Quick tips”- Start from a simple one-paragraph project description.
- Ask the AI to confirm the active spec before coding.
- Close every session with validation and a clear next step.
📊 Visual flow
Section titled “📊 Visual flow”flowchart LR A["Project idea"] --> B["Spec approved"] B --> C["Plan aligned"] C --> D["Tasks prioritized"] D --> E["Implementation"] E --> F["Validation + Logbook"]