Pm Autonomous Execution

PM Autonomous Execution

Execute a PM plan by dispatching a fresh subagent per task, with review after each output. Covers discovery, PRDs, user stories, prioritization, and launch plans.

Core principle: Fresh subagent per task + review after each = high-quality PM artifacts with minimal context pollution.

Announce at start: "I'm using the pm-autonomous-execution skill to execute this plan."

When to Use

Use when:

• You have a written plan with 3+ PM tasks (discovery, PRD, stories, etc.)
• Each task produces a self-contained artifact
• Tasks follow a sequence but don't require continuous conversation
• You want agentic execution with quality gates between tasks

Don't use when:

• Scope or tasks aren't defined yet
• Work requires continuous user conversation
• Tasks are tightly coupled (output of A is incomplete without B finishing it)
• This is exploratory — you're figuring out the plan as you go

The Process

Read plan → For each task:
  1. Dispatch implementer subagent (produces PM artifact)
  2. Dispatch PM reviewer subagent (reviews quality)
  3. Fix issues → re-review → approve
  4. Mark complete → next task
Present final summary

Step 1: Load Plan

Read the plan file once. Extract all tasks with full text, context, and acceptance criteria. Create TodoWrite with all tasks. Do NOT make subagents read the plan file — provide the text directly.

Step 2: Execute Each Task

For each task in sequence:

1. Dispatch implementer subagent using the template in pm-autonomous-execution/pm-implementer-prompt.md. Provide: full task text, scene-setting context, and source documents.

2. Implementer produces the PM artifact (PRD, stories, roadmap, etc.). Reports status: DONE, DONE_WITH_CONCERNS, BLOCKED, or NEEDS_CONTEXT. If BLOCKED or NEEDS_CONTEXT, resolve and re-dispatch.

3. Dispatch PM reviewer subagent using pm-artifact-review. Review against task requirements. Categorize issues.

4. Implementer fixes issues. Re-review after fixes.

5. Mark task complete once reviewer approves.

Step 3: Complete

Present summary of all artifacts produced, open issues, and next steps.

PM Plan Template

# [Initiative] — PM Execution Plan

**Goal:** [One sentence outcome]

## Task 1: Product Discovery
**Deliverable:** Discovery doc (JTBD, opportunity assessment, validation)
**Source:** [User interviews, analytics, support tickets]
**Output:** docs/product-superpowers/discovery/YYYY-MM-DD-topic.md

## Task 2: PRD
**Deliverable:** PRD in Amazon PR/FAQ format
**Source:** Task 1 output (discovery doc)
**Output:** docs/product-superpowers/prds/YYYY-MM-DD-feature.md

## Task 3: User Stories
**Deliverable:** INVEST-validated stories with Gherkin ACs
**Source:** Task 2 output (PRD)
**Output:** docs/product-superpowers/stories/YYYY-MM-DD-feature-stories.md

## Task 4: Launch Plan
**Deliverable:** Launch checklist, beta plan, rollout strategy
**Source:** Task 3 output (stories)
**Output:** docs/product-superpowers/launch-plans/YYYY-MM-DD-feature.md

Handling Implementer Status

DONE: Proceed to PM review. DONE_WITH_CONCERNS: Read concerns. If minor, proceed to review. If significant, resolve before review. NEEDS_CONTEXT: Provide missing context and re-dispatch. BLOCKED: Assess: context problem → provide more; task too hard → re-dispatch with better model; task too large → split; plan wrong → escalate to user.

Model Selection

• Mechanical tasks (formatting stories, filling PRD sections): fast/cheap model
• Analysis tasks (competitive analysis, JTBD mapping): standard model
• Strategy tasks (trade-off decisions, PMF assessment): most capable model

Red Flags

Never:

• Skip review between tasks (review gates exist for a reason)
• Proceed with unfixed Critical or Important issues
• Dispatch multiple implementers in parallel (sequential tasks)
• Make subagent read plan file (provide full text)
• Accept "close enough" on review
• Skip review loops (reviewer found issues → fix → review again)

Integration

Required skills:

• pm-artifact-review — Review each task's output
• pm-subagent-orchestration — Dispatch parallel tasks within a task if applicable

Can follow:

• stakeholder-management — Present completed plan to stakeholders
• launch-planning — Execute launch after plan completion