Use Case

Project Management

Backlog management, iteration planning, dependency tracking, and retrospectives.

Overview

Datarim provides a complete project management workflow: maintain a backlog, plan iterations, track dependencies, execute tasks, and run retrospectives. Each task in the backlog can follow its own mini-pipeline, while the overall project follows a higher-level iteration cycle. The framework's backlog management commands make it natural to pick the next task, track progress, and archive completed work without switching to external tools.

Example: Plan and Execute a Product Launch

A team is preparing a product launch that spans marketing materials, a landing page, press kit, demo video, and partner outreach. The work is multi-phase and requires careful dependency management across workstreams.

Pipeline Walkthrough

StageWhat happens
/dr-initCreate project backlog with all launch tasks. Complexity: L4 (multi-phase)
/dr-prdLaunch requirements: marketing materials, landing page, press kit, demo video, partner outreach
/dr-planWork breakdown: 4 phases over 6 weeks. Dependencies mapped. Critical path identified
/dr-doExecute tasks from backlog one by one. Each task follows its own mini-pipeline
/dr-qaPer-task quality check. Cross-task consistency review (branding, messaging, dates)
/dr-archive (Step 0.5)Sprint retrospective: what slipped, what was overscoped, what to adjust for next iteration
/dr-archiveArchive phase, carry forward incomplete items to next phase backlog

Backlog management is central to this use case. Use /dr-init to pick the next task, /dr-status to see pending items and priorities, and /dr-archive to complete tasks and update the backlog automatically.

Key Benefits

  • Integrated backlog — no need for external tools; the backlog lives alongside the work and updates automatically on archive
  • Nested pipelines — each task in the backlog runs its own pipeline, while the project follows a higher-level iteration cycle
  • Dependency visibility — the planning stage maps dependencies and identifies the critical path before execution begins
  • Built-in retrospectives — the reflect stage captures lessons at both task and phase levels
  • Automatic carry-forward — incomplete items are moved to the next phase backlog during archive, nothing gets lost

Relevant Agents

Which agents are most active in this use case:

  • Planner — backlog management, task prioritization, dependency mapping
  • Strategist — phase planning, risk assessment, critical path analysis
  • Reviewer — cross-task consistency and quality verification

Complexity Routing

How complexity levels apply to project management:

  • L1 — Reprioritize a few backlog items or update task statuses
  • L2 — Plan a single sprint with 5-10 tasks and basic dependencies
  • L3 — Multi-phase project with cross-team dependencies and milestone tracking
  • L4 — Full product launch with 4+ workstreams, external partners, and 6-week timeline