Weekly review

Quick Start

1. Run /weekly-review on Friday afternoon (best time) or Monday morning
2. I will scan your workspace: weekly plans, daily plans, PRDs, meeting notes, decisions, and launches from the past 7 days
3. I will generate a focused review comparing plan vs. actual, surfacing key wins, blockers, and learnings
4. Output goes to outputs/weekly-reviews/YYYY-WXX-weekly-review.md
5. After the review, I will suggest running /weekly-plan to plan next week

Default output is focused (~150 lines max). Say "full review" if you want the expanded version with stakeholder pulse, task-level execution metrics, and pattern analysis.

Purpose

End-of-week synthesis reviewing what you accomplished, what you learned, and what needs attention. Feeds into next week's planning and builds institutional memory.

Usage

• /weekly-review - Review current/past week
• /weekly-review last-week - Review previous week (if you forgot)

---

Context Routing

Check these files first:

1. outputs/weekly-plans/ - This week's plan (what you intended)
2. outputs/daily-plans/ - Daily plans from this week (what actually happened)
3. outputs/prds/ - PRDs modified this week
4. outputs/meeting-notes/ - Meeting notes from past 7 days
5. context-library/launches/ - Launches that happened this week
6. context-library/decisions/ - Decisions made this week
7. outputs/research-synthesis/ - Research conducted
8. context-library/strategy/ - Quarter goals (to track progress)

MCP Queries (if available):

• Linear/Jira MCP - Tasks completed this week
• Analytics MCP - Metrics for features launched recently
• GitHub MCP - Code activity (if relevant to your role)
• Slack MCP - Key conversations and decisions

Fallback: File-based analysis of PM OS workspace + manual input for completions.

---

Workflow

Step 1: Determine Review Period

1. Calculate week to review:

   • Default: Current week (if Friday or later)
   • If Monday-Thursday: Ask "Review last week or current week?"
   • If user specified: Use that week

2. Check if review already exists:

   • Look for outputs/weekly-reviews/YYYY-WXX-weekly-review.md
   • If exists: Ask "Update existing review or create new version?"

---

Step 2: Data Collection

A. Weekly Plan (What Was Intended):

Read outputs/weekly-plans/YYYY-WXX-weekly-plan.md:

Extract:

• Top 3 priorities for the week
• Key tasks under each priority
• Success criteria
• Expected meeting load

If no weekly plan exists:

• Note: "Week wasn't planned. Reviewing what happened only."
• Suggest: "Next week, run /weekly-plan on Monday for better focus."

---

B. PRD Progress:

Scan outputs/prds/ and context-library/prds/:

Method 1 - File modification dates:

# Files modified in the past 7 days
find outputs/prds/ context-library/prds/ -name "*.md" -mtime -7

For each PRD touched this week:

• Read frontmatter or first section for current stage
• Compare to last week's stage (if weekly review from last week exists)
• Determine: Advanced, Stalled, or New

Method 2 - If Git available:

# PRDs with commits this week
git log --since="7 days ago" --name-only --pretty=format: | grep -E "prds/.*\.md$" | sort -u

Categorize:

• Advanced: Moved to next stage (Team Kickoff → Planning Review)
• Active: Work happened but didn't advance stage
• Stalled: No activity this week
• New: Started this week

---

C. Feature Launches:

Check context-library/launches/:

• Launches completed this week
• Launch checklists finished
• Post-launch monitoring started

For each launch: If Analytics MCP available:

Query metrics since launch date
Compare to success criteria from PRD

Categorize:

• ✅ On track (meeting targets)
• ⚠️ Needs attention (below targets)
• ❌ Underperforming (significantly below)
• 🚀 Exceeding (beating targets)

---

D. Meetings & Decisions:

Scan outputs/meeting-notes/ from past 7 days:

For each meeting:

• Extract date, attendees, topic
• Look for: Decisions made, action items created, blockers identified

Check context-library/decisions/:

• Decision docs created this week
• Link to related meetings

Build stakeholder pulse:

• Who did you meet with most? (frequency)
• Who did you miss syncing with? (gaps)
• What topics dominated discussions? (themes)

---

E. Tasks Completed:

If Linear/Jira MCP available:

Query: Tasks completed in past 7 days
Group by: Priority, PRD/Initiative
Calculate: Planned vs actual completion rate

If MCP not available:

• Scan daily plans for checked-off tasks
• Scan meeting notes for completed action items

Categorize by initiative:

Initiative: [PRD Name]
- ✅ Task 1 (from Priority 1)
- ✅ Task 2 (from Priority 1)
- [ ] Task 3 (carried over - why?)

Calculate metrics:

• Tasks completed vs planned
• % completion rate
• Carry-over rate

---

F. User Research & Insights:

Check context-library/research/:

• New interview notes this week
• Competitive analysis updates

Check outputs/research-synthesis/:

• Synthesis reports created
• Themes identified

Extract:

• Key findings
• Recurring themes (mentioned in multiple sources)
• Recommendations for roadmap

---

G. Learnings & Patterns:

This is where weekly review gets powerful - surfacing patterns.

From daily plans:

• What consistently took longer than expected?
• What got deprioritized every day? (maybe not important)
• What meeting prep was valuable vs not?

From outcomes:

• What decisions went well? (process to repeat)
• What decisions went poorly? (what to change)
• What blockers kept recurring? (systemic issue)

From stakeholder interactions:

• What communication worked well?
• What caused confusion or misalignment?
• Who needs more/less frequent updates?

---

Step 3: Analysis & Synthesis

PRD Pipeline Analysis:

For each PRD:

• Last week's stage → This week's stage
• Movement: ✅ Advanced / → Active / ⚠️ Stalled

Why analysis:

• Advanced: What unblocked it? (repeat this)
• Stalled: What's blocking? (action needed)

---

Strategic Alignment:

Read context-library/strategy/ for quarter goals.

For each goal:

• Which priorities/tasks contributed to it this week?
• Progress estimate: X% → Y% (did we move the needle?)
• Velocity: Are we on track for quarter target?

Pillar balance: If strategy has defined pillars:

• Pillar 1: X% of time this week
• Pillar 2: Y% of time
• Pillar 3: Z% of time

Compare to target allocation: Are we balanced?

---

Pattern Detection:

Look for:

• Recurring blockers: Same dependency/person blocked multiple things
• Underestimated tasks: Consistently took 2x longer than planned
• Overcommitted weeks: Planned 30 hours with 25 hours of meetings
• Meeting value: Which meetings led to outcomes vs were FYI only?
• Best working times: When did deep work happen? (protect these blocks)

---

Step 4: Generate Weekly Review

Create file: outputs/weekly-reviews/YYYY-WXX-weekly-review.md

Output Length Guidance:

Default (focused review, ~150 lines max). Include only:

1. TL;DR (5-6 bullet summary)
2. Priority Completion (plan vs actual for top 3 priorities)
3. Key Decisions Made (list with one-line rationale each)
4. Metrics Movement (table of metrics that changed)
5. Top 3 Learnings (what worked, what did not, what to change)
6. Next Week Preview (draft priorities + items to unblock)

Full review (when user asks for it). Expand to also include:

• Stakeholder pulse (engagement gaps, new relationships)
• Task-level execution metrics (completion rate, carry-over rate, scope creep indicator)
• PRD pipeline table with stage movement
• Meeting value assessment (high/medium/low for each meeting)
• Pattern analysis (recurring blockers, underestimated task types, best working times)
• User research and competitive intelligence updates

Template:

---
week: YYYY-WXX
week_start: YYYY-MM-DD
week_end: YYYY-MM-DD
quarter: Q[X] YYYY
---

# Weekly Review - Week of [Month] [DD], [YYYY]

## TL;DR

- **PRDs:** [X active], [Y advanced], [Z stalled]
- **Launches:** [N features shipped]
- **Meetings:** [M total], [P key decisions]
- **Completion rate:** [X%] of planned tasks done
- **Key win:** [Biggest accomplishment]
- **Key challenge:** [Biggest blocker/lesson]

---

## Strategic Progress

**Quarter Goal:** [Primary goal for Q]
**Progress This Week:** [What moved forward]

| Goal | Start of Week | End of Week | This Week | Status |
|------|---------------|-------------|-----------|--------|
| [Goal 1] | X% | Y% | +Z% | ✅ On track |
| [Goal 2] | A% | B% | +C% | ⚠️ Behind |

**Velocity check:**
- [X] weeks left in quarter
- [Y%] progress needed per week to hit goal
- [Z%] actual progress this week
- **Assessment:** [On track / Need to accelerate / Ahead]

---

## Top 3 Priorities Review

[Compare planned vs actual]

### Priority 1: [Title]

**Planned:** [What we intended to achieve]
**Actual:** [What we achieved]

**Tasks:**
- ✅ [Task 1] - Done
- ✅ [Task 2] - Done
- [ ] [Task 3] - Carried over because [reason]

**Status:** ✅ Complete / 🟡 Partial / ❌ Not started

**Key outcome:**
- [What this unlocked or enabled]

**Learning:**
- [What went well or what to change]

---

### Priority 2: [Title]

[Same structure]

---

### Priority 3: [Title]

[Same structure]

---

## PRD Pipeline

| PRD | Stage (Start of Week) | Stage (End of Week) | Movement | Next Action |
|-----|----------------------|---------------------|----------|-------------|
| [Name] | Team Kickoff | Planning Review | ✅ Advanced | Get eng estimates |
| [Name] | Solution Review | Solution Review | ⚠️ Stalled | Need legal review |
| [Name] | - | Team Kickoff | 🆕 New | Scope and plan |

**Analysis:**
- **Advanced:** [PRD X] moved forward because [stakeholder signed off / design done / etc.]
- **Stalled:** [PRD Y] blocked on [dependency / decision / resource]
- **Recommendation:** [What to prioritize next week to unblock]

---

## Launches & Impact

### Shipped This Week

[If anything launched]

**[Feature Name]** (Launched [Day])

**Success Criteria (from PRD):**
- [Metric 1]: Target [X], Actual [Y] ([+/-Z%])
- [Metric 2]: Target [A], Actual [B] ([+/-C%])

**Early assessment:** ✅ On track / ⚠️ Needs attention / ❌ Below target / 🚀 Exceeding

**Insights:**
- [User feedback received]
- [Unexpected behavior observed]
- [Next iteration needed]

---

### Post-Launch Monitoring

[Features launched in past 4 weeks still being monitored]

| Feature | Launch Date | Key Metric | Target | Actual | Trend | Status |
|---------|-------------|------------|--------|--------|-------|--------|
| [Name] | [Date] | [Metric] | [X] | [Y] | [↗↘→] | [✅⚠️❌] |

---

## Key Decisions Made

1. **[Decision]** ([Date] - [Meeting])
   - **Context:** [Why this came up]
   - **Decision:** [What was decided]
   - **Rationale:** [Why we chose this]
   - **Owner:** [Who's executing]
   - **Impact:** [What this affects]
   - **Doc:** [Link if exists]

2. **[Decision 2]**
   [Same structure]

---

## Meetings & Stakeholder Pulse

### Meetings This Week: [Total]

| Day | Meeting | Attendees | Outcome | Value |
|-----|---------|-----------|---------|-------|
| Mon | [Topic] | [Names] | [Decision/Alignment] | 🟢 High |
| Tue | [Topic] | [Names] | [Info sharing] | 🟡 Medium |
| Wed | [Topic] | [Names] | [Cancelled] | ⚫ None |

**Meeting load:** [X] hours / 40 = [Y%]
**Deep work time:** [Z] hours (vs [A] hours planned)

**Value assessment:**
- 🟢 High value: Led to decision or unblocked work
- 🟡 Medium value: Useful context but no immediate action
- 🔴 Low value: Could have been async or skipped

**Recommendation:** [Which meetings to keep/change/cancel]

---

### Stakeholder Pulse

**High engagement this week:**
- **[Name]** - [Why: Multiple syncs, key decision, strong collaboration]
  - Impact: [What this enabled]
  - Continue: [Keep this cadence / Increase collaboration]

**Needs attention:**
- **[Name]** - [Why: Haven't synced in 2+ weeks, blocking issue, misalignment suspected]
  - Impact: [What's at risk]
  - Action: [Specific next step - schedule 1:1, send update, etc.]

**New relationships:**
- **[Name]** - [Met for first time, context]
  - Follow-up: [Add to stakeholder profiles, schedule regular sync]

---

## User Research & Insights

[Only include if research happened]

**New Research This Week:**
- **[Interview/Study]** - [Date]
  - Key finding: [Insight]
  - Validates: [Which hypothesis or PRD]
  - Challenges: [What assumption or approach]

**Recurring Themes:**
- **[Theme 1]** - Mentioned in [X] sources
  - Evidence: [Quote or data point]
  - Implication: [What this means for roadmap]

- **[Theme 2]** - Validates hypothesis from [PRD]
  - Evidence: [Quote or data point]
  - Recommendation: [Accelerate this PRD / Pivot approach]

**Competitive Intelligence:**
[If competitive analysis updated]
- [Competitor] launched [Feature]
- Implication: [How this affects our strategy]

---

## Tasks & Execution

**Completion Metrics:**
- **Completed:** [X] tasks
- **Carried over:** [Y] tasks ([Z%] carry-over rate)
- **Added mid-week:** [A] tasks (scope creep indicator)

**By initiative:**

### [Initiative/PRD Name]

- ✅ [Task completed]
- ✅ [Task completed]
- [ ] [Task carried over] - **Why:** [Blocked by X / Deprioritized for Y / Under-estimated]

### [Initiative 2]

[Same structure]

**Patterns:**
- Tasks that took longer than expected: [Type/category]
- Blockers that repeated: [Dependency on X person/team]
- Tasks that got bumped repeatedly: [Maybe not actually important?]

---

## Learnings & Patterns

**What Worked Well:**
- **[Approach/Decision]** - [Why it was effective]
  - Example: [Specific instance]
  - Repeat: [How to apply this pattern again]

**What Didn't Work:**
- **[Mistake/Inefficiency]** - [What happened]
  - Impact: [Consequence]
  - Root cause: [Why this happened]
  - Fix: [Specific change for next time]

**Process Improvements:**
- [ ] [Specific improvement to implement]
  - Why: [Problem it solves]
  - How: [Concrete action]
  - Owner: You
  - By when: [Next week / Next sprint]

**Personal Development:**
[If applicable]
- Skill practiced: [What you worked on]
- Feedback received: [From whom, about what]
- Growth area identified: [What to develop]

---

## Next Week Preview

### Top 3 Priorities (Draft)

[Based on this week's outcomes, suggest next week's priorities]

1. **[Priority 1]** - [Why: Carries over from this week / New urgent item / Strategic next step]
2. **[Priority 2]** - [Why]
3. **[Priority 3]** - [Why]

> Note: Run `/weekly-plan` to formalize these and add detail

---

### Key Meetings Next Week

[From calendar if available]
- **[Day]:** [Meeting] - [Goal/Outcome needed]
- **[Day]:** [Meeting] - [Prep needed]

---

### Items to Unblock

| Item | Blocked Since | Blocked By | Action Needed |
|------|---------------|------------|---------------|
| [PRD/Task] | [Date/Week] | [Person/Dependency/Decision] | [Specific ask] |

**Priority unblocks:**
1. [Most critical blocker to address Monday]
2. [Second priority]

---

## Metrics to Monitor Next Week

[Features to keep watching]

- **[Feature 1]** - [Why: Early launch / Trending down / Critical metric]
  - Watch: [Specific metric]
  - Check: [Daily / Every other day]
  - Flag if: [Threshold or condition]

---

*Generated: [Timestamp]*
*Data sources: [Weekly plan, Daily plans, PRDs, Meeting notes, Linear/Jira, Analytics]*
*Next: Run `/weekly-plan` to plan next week*

---

Step 5: Follow-Up Prompts

After generating review, prompt user with contextual suggestions:

Always offer:

"Week synthesized and saved! Next steps:

1. Plan next week? Run /weekly-plan (5-10 min) - I've drafted initial priorities above
2. Share with team? I can format this as a stakeholder update

What would help?"

If significant wins:

"🎉 Nice work on [Achievement]! Worth documenting this:

• Add to portfolio/resume
• Share in team update
• Capture as case study for future reference

Want me to help with any of these?"

If patterns emerged:

"📊 I noticed some patterns:

• [Recurring blocker X] appeared [Y] times
• [Task type Z] consistently took 2x longer than estimated

Want to dig into these and create process improvements?"

If learnings captured:

"💡 This week's learnings worth remembering:

• [Learning 1]
• [Learning 2]

I'll surface these in future planning. Want me to add to context-library/personal-context/lessons-learned.md?"

If metrics concerning:

"⚠️ [Feature] metrics need attention:

• [Metric] is [X%] below target
• Trending [down/flat] since launch

Run /feature-results for deeper analysis? Or schedule stakeholder review?"

---

Integration with Other Skills

Before /weekly-review:

• /daily-plan - Ran throughout the week (provides daily context)
• /meeting-notes - Captured meeting outcomes
• /prd-draft - Created/updated PRDs this week

After /weekly-review:

• /weekly-plan - Plan next week based on this review
• /decision-doc - Document key decisions made
• /status-update - Share with stakeholders
• /feature-results - Deep dive on launched features

Parallel use:

• /impact-sizing - Validate completed work had expected impact
• /competitor-analysis - If competitive intel emerged this week

---

Tips for Best Results

When to run:

• Best time: Friday afternoon (4-5pm)
  • Week is fresh in memory
  • Can plan next week immediately after
  • Creates clean mental closure for weekend
• Alternative: Monday morning (reflect before planning)
• Avoid: Mid-week (incomplete picture)

What makes a good review:

• ✅ Honest about what didn't go well (not just wins)
• ✅ Specific about patterns (not vague "work harder")
• ✅ Actionable improvements (concrete next steps)
• ✅ Connects to strategy (not just task completion)
• ❌ Just a task list (misses the "why" and learnings)
• ❌ All problems, no wins (demotivating)

How to build the habit:

• Week 1-2: I'll prompt you Friday afternoon
• Week 3-4: You'll start expecting it (ritual forming)
• Week 5+: Feels incomplete without it

Use the output:

• Reference in 1:1s with manager (shows progress)
• Share with stakeholders (transparency)
• Compare month-over-month (velocity trends)
• Review quarterly (pattern detection across multiple weeks)

---

Related Skills

Before this:

• /daily-plan - Daily execution throughout week
• /weekly-plan - Set priorities at start of week
• /meeting-notes - Captured throughout week

After this:

• /weekly-plan - Plan next week immediately after review
• /status-update - Share summary with stakeholders
• /decision-doc - Formalize key decisions made

Periodic use:

• /feature-results - Monthly deep dive on launched features
• /quarter-review - (If exists) Quarterly synthesis of weekly reviews

---

Output Quality Self-Check

Before delivering the weekly review, verify:

• Plan vs. actual compared: If a weekly plan existed, every planned priority is addressed with a status (complete, partial, not started) and a reason for any gap.
• Learnings are specific and actionable: Each learning includes what happened, why, and a concrete change for next time. "Work harder" is not a learning.
• Next week priorities are drafted: At least 3 draft priorities for next week are suggested, grounded in this week's outcomes and strategic goals.
• Blockers have owners: Every unresolved blocker has a specific action and person to contact on Monday.
• Metrics referenced where available: If launches happened or metrics data exists, actual numbers are cited (not just "things went well").
• Appropriate length: Default review is ~150 lines. Full review is longer but still organized with clear section headers. Do not generate a full review unless the user asked for one.
• Honest about what did not go well: The review includes at least one thing that did not go as planned, with root cause analysis. A review with only wins is incomplete.