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Architecture change: complex multi-step flows (onboarding, email triage, transcription, etc.) are now skills that run in the main conversation context instead of agent subprocesses. This fixes the state/context loss that caused agents to skip phases during multi-turn conversations. Skills created (13): - Architect: /onboarding, /create-agent, /manage-agent, /defrag - Postman: /email-triage, /meeting-prep, /weekly-agenda, /deadline-radar - Transcriber: /transcribe - Librarian: /vault-audit, /deep-clean, /tag-garden - Sorter: /inbox-triage Agent changes: - architect.md: -70% (1554 → 473 lines) - transcriber.md: -72% (530 → 147 lines) - postman.md: -42%, librarian.md: -37%, sorter.md: -11% - All agents: explicit post-it create-if-not-exists Scripts: - launchme.sh/updateme.sh: copy skills/ directly, remove generate-skills.py Docs updated: - README.md: new Skills section, mermaid diagrams, routing - getting-started.md, examples.md: skill references - docs/agents/*.md: capability tables with skill vs agent routing - references/agents.md, agent-orchestration.md, agents-registry.md, agent-template.md: skill registry, skill-first routing protocol
174 lines
6.6 KiB
Markdown
174 lines
6.6 KiB
Markdown
# Real-World Usage Examples
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Practical scenarios showing how the Crew works in daily life. Each example shows what you say and what happens behind the scenes.
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---
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## Scenario 1: The Brain Dump
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**Situation**: You just got out of a meeting and your head is full of scattered thoughts.
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**You say:**
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> "Quick dump: Marco wants the API docs by Thursday, Lisa mentioned the budget is getting cut by 15%, I had an idea about using webhooks instead of polling for the notification system, and I need to book a dentist appointment"
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**What happens:**
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1. **Scribe** detects 4 distinct items
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2. Creates 4 separate notes:
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- `Task: API Docs for Marco.md` (with deadline: Thursday, linked to `[[Marco]]`)
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- `Note: Budget Cut 15 Percent.md` (tagged with #budget, linked to `[[Lisa]]`)
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- `Idea: Webhooks for Notifications.md` (tagged with #architecture, #notifications)
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- `Task: Book Dentist Appointment.md` (tagged with #personal, #health)
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3. All notes land in `00-Inbox/` with proper frontmatter
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4. Scribe reports: *"Captured 4 notes: 2 tasks, 1 idea, 1 informational note. Shall I save them?"*
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---
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## Scenario 2: Evening Inbox Triage
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**Situation**: End of the day. Your inbox has accumulated 12 notes.
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**You say:**
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> "Triage my inbox"
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**What happens:**
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1. The `/inbox-triage` skill scans all 12 notes in `00-Inbox/`
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2. Reads each note's content and frontmatter
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3. Files them:
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- 3 meeting notes go to `06-Meetings/2026/03/`
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- 2 project tasks go to `01-Projects/Rebrand/`
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- 1 person note goes to `05-People/`
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- 2 ideas go to `03-Resources/Ideas/`
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- 2 ambiguous notes are kept in inbox with questions for you
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4. Updates 3 MOCs that gained new entries
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5. Leaves a message for **Connector** to check new links
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6. Reports the full summary with a clear breakdown
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---
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## Scenario 3: Meeting Transcription
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**Situation**: You recorded a 45-minute sprint planning meeting and pasted the raw transcript.
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**You say:**
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> "Transcribe this meeting, it was the Q2 sprint planning with Marco, Lisa, and Ahmed. We met today at 10am."
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*[pastes raw transcript]*
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**What happens:**
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1. The `/transcribe` skill processes the raw text
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2. Identifies speakers from context
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3. Generates:
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- Executive summary (4 sentences)
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- 8 key discussion points
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- 3 decisions made (with who decided and conditions)
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- Action items table (6 tasks, assigned to specific people, with deadlines)
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- Detailed notes organized by topic
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- 2 open questions for follow-up
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4. Creates wikilinks to all participants: `[[Marco]]`, `[[Lisa]]`, `[[Ahmed]]`
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5. Saves to `00-Inbox/` as `2026-03-21, Meeting, Q2 Sprint Planning.md`
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6. Leaves message for **Postman**: "Check if there were pre-meeting emails about Q2 planning"
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---
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## Scenario 4: Email Triage
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**Situation**: Monday morning. You want to know what's important in your email.
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**You say:**
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> "Check my email for anything urgent"
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**What happens:**
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1. The `/email-triage` skill scans your Gmail inbox (last 48 hours)
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2. Reads 34 emails
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3. Filters:
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- 22 newsletters/promos/notifications are ignored
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- 3 action requests are saved as notes with tasks
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- 2 deadline reminders are saved with deadline tags
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- 4 informational emails from key contacts are saved as reference notes
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- 1 meeting invitation is saved and flagged for calendar sync
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- 2 ambiguous emails are summarized for your decision
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4. All notes land in `00-Inbox/`
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5. Creates wikilinks to people in `05-People/`
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6. Reports: *"34 emails scanned. 10 saved to vault (3 urgent, 2 deadlines, 4 info, 1 meeting). 22 filtered out. 2 need your input."*
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---
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## Scenario 7: Knowledge Discovery
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**Situation**: You're writing a proposal and need context from your notes.
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**You say:**
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> "What do I know about microservices architecture? I need to write a proposal."
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**What happens:**
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1. **Seeker** searches your entire vault
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2. Finds 7 relevant notes across different areas:
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- 2 meeting notes where architecture was discussed
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- 1 resource note on microservices patterns
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- 3 project notes that reference architectural decisions
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- 1 archived note from a past project
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3. Synthesizes: *"Based on your notes, here's what you've documented about microservices..."*
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4. Provides a structured summary with source citations (`[[Meeting: Architecture Review]]`, etc.)
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5. Identifies a gap: *"Note: your vault has no notes on service mesh or container orchestration. You might want to add these to your proposal research."*
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---
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## Scenario 8: Weekly Review
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**Situation**: Sunday morning. Time for your weekly vault check-up.
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**You say:**
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> "Run the weekly review"
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**What happens:**
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1. The `/vault-audit` skill runs a multi-phase audit:
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- Structure scan: all folders intact
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- Duplicate detection: found 1 near-duplicate
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- Link integrity: 3 broken links fixed automatically, 2 orphan notes flagged
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- Frontmatter audit: 5 notes missing tags (auto-fixed)
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- MOC review: 2 MOCs updated with new entries
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- Growth analytics: 23 notes added this week, vault health score: 94%
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2. Generates a health report saved to `Meta/health-reports/`
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3. Reports: *"Your vault is in great shape! 1 duplicate needs your decision, 2 orphan notes might need homes. Everything else is handled."*
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---
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## Scenario 10: Graph Intelligence
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**Situation**: You want to understand how your knowledge connects.
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**You say:**
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> "Analyze my vault graph and find missing connections"
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**What happens:**
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1. **Connector** runs a full graph audit
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2. Reports:
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- 247 notes, 412 links, average 1.7 links per note
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- 18 orphan notes (7%, under the 10% target)
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- 3 isolated clusters
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- Top connected note: your MOC/Engineering with 23 links
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3. Discovers 12 suggested connections:
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- 4 strong (should definitely be linked)
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- 5 medium (probably useful)
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- 3 serendipitous (unexpected but interesting)
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4. Presents each with explanation: *"Your note on 'Team Communication Patterns' should link to 'Sprint Retrospective Q1', because both discuss the same communication breakdown from different angles."*
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---
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## Daily Workflow Cheat Sheet
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| Time | What to say | Skill/Agent |
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|------|------------|-------------|
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| Morning | "What's on my calendar today?" | Postman agent |
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| Morning | "Check my email" | `/email-triage` skill |
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| Any time | "Save this: [thought]" | Scribe agent |
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| After meeting | "Transcribe this meeting: [paste]" | `/transcribe` skill |
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| Evening | "Triage my inbox" | `/inbox-triage` skill |
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| Weekly | "Weekly review" | `/vault-audit` skill |
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| When lost | "Find [topic]" | Seeker agent |
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| When stuck | "Find connections for [note]" | Connector agent |
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---
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*These are just examples. The beauty of the Crew is that you don't need to memorize commands. Just talk naturally, and the right agent will pick it up.*
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