Generate engineering handoff

Convert PRDs and architecture notes into implementation checklists.

For

Product & engineering teams

Time

12 minutes

Difficulty

Intermediate

The problem

Product specs and architecture docs exist in separate worlds. Engineering gets a PRD but has to manually translate requirements into tasks, dependencies, and technical acceptance criteria. Smaran connects both documents so you can generate an implementation handoff with every requirement mapped to system constraints.

What you need before starting

Product requirements document (PRD)

What needs to be built and why

Architecture notes or system docs

Technical constraints and patterns

Known constraints (optional)

Performance, security, or platform limits

Step-by-step workflow

STEP 1

Add PRD and architecture docs

Go to Sources and upload your PRD and architecture/system design docs. Include any constraint documents (security requirements, platform limits).

Success looks like: All source docs indexed and ready in your workspace.

STEP 2

Extract technical requirements

In chat, ask: "What are the technical acceptance criteria from the PRD?", "What architecture patterns must we follow?", "What are the system constraints?"

Success looks like: Cited answers linking requirements to architecture constraints.

STEP 3

Create implementation checklist artifact

Create artifact titled "Implementation Plan: [Feature]". Structure: Tasks, Dependencies, Technical Acceptance, Risks, Rollout Plan.

Success looks like: Blank checklist ready for task breakdown.

STEP 4

Generate task breakdown

Ask chat: "Break down PRD requirements into implementation tasks", "What are the dependencies between tasks?", "Map each task to architecture components".

Success looks like: Task list with citations to PRD requirements and architecture docs.

STEP 5

Add risk assessment

Ask: "What technical risks exist based on the architecture?", "Which tasks have high complexity?" Insert and refine with engineering judgment.

Success looks like: Risk section with mitigation strategies tied to constraints.

What good output looks like

Task 1: API endpoint for role checks

Implements: PRD requirement 3.2 (role-based permissions)

Depends on: Database migration (Task 0)

Constraint: Must follow auth pattern from auth.ts (architecture doc, section 4)

Task 2: Frontend role selector UI

Implements: PRD requirement 3.3 (admin can assign roles)

Depends on: API endpoint (Task 1)

Constraint: Match existing settings pattern (design system)

Risk: Migration complexity

Existing workspaces need default role assignment. Mitigation: Add migration script with rollback plan (architecture doc notes on migrations).

Common mistakes and fixes

Skipping dependency mapping

Listing tasks without showing which must complete before others.

Fix: For each task, explicitly list "Depends on" and link to blocking tasks.

Ignoring architectural constraints

Creating tasks without checking if they fit existing system patterns.

Fix: Every task should cite a constraint or pattern from architecture docs.

Reusable prompt template

Create implementation plan from [PRD] and [architecture docs].

For each requirement:
- Break into concrete tasks
- List dependencies
- Map to architecture patterns
- Identify technical risks

Include:
- Task sequence with blocking relationships
- Technical acceptance criteria per task
- Risk mitigation tied to constraints

Related examples

Build a PRD from sources →

Create the spec before implementation

Create release notes →

Document what shipped after implementation

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