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Get Started Free →Cross-domain pattern analysis and strategic reflection for weekly review
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-11 | ✗→✓ | ▲ Improved | 575% | 0% |
| case-13 | ✗→✓ | ▲ Improved | 408% | 0% |
| case-22 | ✗→✓ | ▲ Improved | 211% | 0% |
| case-14 | ✗→✓ | ▲ Improved | 251% | 0% |
| case-15 | ✗→✓ | ▲ Improved | 133% | 0% |
Comprehensive weekly review and analysis integrating insights across all domains (personal, professional, projects) with pattern recognition and strategic planning.
Check agent_mode in 00-inbox/MY-PROFILE.md frontmatter:
agent_mode: team — delegate domain-specific analysis to sub-agents (e.g., one for personal patterns, one for professional review, one per active project). Each agent scans relevant braindumps/briefs and returns insights. Combine into the weekly synthesis.agent_mode: solo (default) — handle all scanning and analysis directly in the conversation. No delegation.Check for user profile (optional but enhances experience):
00-inbox/MY-PROFILE.md in the vaultGet current timestamp (REQUIRED before generating any files):
date '+%Y-%m-%d %H:%M' using Bash to get the actual current date and timecreated: frontmatter fielddate commandScan recent files from the past week:
01-daily/briefs/02-personal/braindumps/, 03-professional/braindumps/, 04-projects/*/braindumps/01-daily/checkins/If MY-PROFILE.md available:
Lead user through reflection questions in a warm, conversational tone:
Ask:
Listen for:
Personal Domain: Ask:
Professional Domain: Ask:
Projects Domain (if applicable): For each active project from MY-PROFILE.md: Ask:
Ask:
Help identify:
Ask:
Help with:
Based on the conversation, create a structured check-in document:
markdown--- type: "weekly-checkin" domain: "integrated" date: "YYYY-MM-DD" week_of: "YYYY-MM-DD" created: "YYYY-MM-DD HH:MM" tags: ["#weekly-checkin", "#reflection", "#planning"] domains_analyzed: ["personal", "professional", "projects"] rating: [1-5] braindumps_reviewed: [count] briefs_reviewed: [count] --- # Weekly Check-in - Week of [Date] ## Executive Summary **Week Rating:** [1-5] ⭐ - [User's reasoning in their words] **In Three Words:** [word1], [word2], [word3] **Key Highlights:** - [Win 1 - specific and celebratory] - [Win 2 - acknowledge effort and outcome] - [Win 3 if applicable] **Main Challenges:** - [Challenge 1 - honest and clear] - [Challenge 2 - what made it difficult] --- ## Domain Reviews ### 💭 Personal **Wellness & Self-Care:** [User's reflection on personal wellness, relationships, health] **Energy Patterns:** - [Observations about energy levels throughout the week] - [What energized them] - [What drained them] **Personal Growth:** - [Insights or realizations] - [New habits or changes] **Rating:** [1-5] ⭐ --- ### 💼 Professional **Accomplishments:** [User's reflection on work accomplishments, projects completed, milestones reached] **Team & Collaboration:** [Insights about team dynamics, meetings, relationships] **Challenges & Learnings:** [What was difficult and what they learned] **Professional Development:** [Skills developed, knowledge gained] **Rating:** [1-5] ⭐ --- ### 🎯 Projects [For each active project:] #### [Project Name] **Progress This Week:** - [What moved forward - be specific] - [Milestones achieved] - [Decisions made] **Current Status:** [On track | Needs attention | Blocked | Pivoting] **Blockers:** - [What's in the way - if any] - [Dependencies waiting on] **Insights & Direction:** [Any strategic insights or direction changes] **Next Steps:** - [ ] [Specific next action 1] 📅 [YYYY-MM-DD = date of next Monday] - [ ] [Specific next action 2] 📅 [YYYY-MM-DD = date of next Friday] - [ ] [Specific next action 3] 📅 [YYYY-MM-DD = date +1 week from today] **Rating:** [1-5] ⭐ --- ## 🔍 Pattern Recognition ### Recurring Themes [Themes identified across all braindumps and activities this week:] 1. **[Theme 1]:** [Description and significance] 2. **[Theme 2]:** [Description and significance] 3. **[Theme 3]:** [Description and significance] ### Energy & Productivity Patterns - **Peak Times:** [When they were most productive/energized] - **Low Points:** [When energy dipped] - **Factors:** [What influenced energy - sleep, meetings, deep work, etc.] ### Cross-Domain Insights [Connections between personal, professional, and project domains:] - [Connection 1 - e.g., "Personal stress affecting project focus"] - [Connection 2 - e.g., "Professional wins boosting personal confidence"] - [Connection 3 - e.g., "Project learning applying to work"] ### Thinking Evolution [How their thinking or approach evolved during the week:] - [Evolution 1] - [Evolution 2] --- ## 📅 Forward Planning ### Priorities for Next Week **Top 3 Must-Do:** 1. [Priority 1 - specific and actionable] 2. [Priority 2 - specific and actionable] 3. [Priority 3 - specific and actionable] **Why These Matter:** [Brief explanation of strategic importance] ### Carry Forward Items - [ ] [Unresolved item from this week - with context] 📅 [YYYY-MM-DD = date of next Monday] - [ ] [Ongoing task - with next action] 📅 [YYYY-MM-DD = mid-next-week] - [ ] [Follow-up needed - with who/what] 📅 [YYYY-MM-DD = date +1 week from today] ### Experiments & Changes **What to Try Differently:** - [Experiment 1 - be specific about what and why] - [Experiment 2 - what you hope to learn] **What to Keep Doing:** - [Practice 1 that's working well] - [Habit 2 to maintain] **What to Stop:** - [Thing 1 that's not serving you] - [Practice 2 to eliminate] ### Success Criteria for Next Week **I'll know next week was successful if:** - [Measurable outcome 1] - [Measurable outcome 2] - [Qualitative measure 3] --- ## 📊 Week in Review **Documents Analyzed:** - [X] braindumps reviewed - [X] daily briefs reviewed - [X] previous check-ins referenced **Time Analysis:** - Braindumps: [count] across [domains] - Most active domain: [domain name] - Dominant themes: [top 2-3 themes] **Sentiment Trend:** [Overall emotional trajectory of the week - growing, stable, declining, mixed] --- ## 💡 Insights & Notes ### Strategic Observations [Higher-level observations about trajectory, patterns, or strategic direction] ### Questions for Deeper Reflection - [Question 1 that emerged during review] - [Question 2 for future consideration] ### Gratitude & Appreciation [Optional - what they're grateful for or who they want to acknowledge] --- *Generated by COG Weekly Check-in Skill | Integrating insights across all domains*
Save to: 01-daily/checkins/weekly-checkin-YYYY-MM-DD.md
After creating the check-in:
The weekly check-in pairs a per-domain scan loop with a human-in-the-loop reflection, gated by a coverage checklist. See .claude/skills/loop-engineering/SKILL.md for the shared vocabulary.
The scan loop (gather phase): scan each domain's recent files → aggregate candidate themes → run the coverage check → if a domain or active project is thin, scan it more deeply before moving on. In agent_mode: team, fan this out as one worker per domain (orchestrator-workers); each returns its themes only.
The reflection loop (guided phase): this is human-in-the-loop by design. Ask, listen, reflect back, ask the targeted follow-up. The loop continues until the coverage checklist is satisfied or the user signals they are done. Do not rush it and do not force positivity.
The verifier (deterministic checklist):
MY-PROFILE.md has a Projects section addressed.Termination conditions (layered):
Patterns: orchestrator-workers (team-mode domain scans) + human-in-the-loop (reflection) + completeness checklist (the verifier).
In-loop context: capture answers into the check-in structure as the conversation goes, so a long reflection does not lose early answers.
Review multiple weekly check-ins to:
Weekly check-ins provide:
Check-ins feed into:
The weekly check-in skill embodies COG's integrated intelligence approach:
Other measured skills in the registry, with their headline benchmark lift.