Playbooks Demo¶
This walkthrough shows exactly what happens when you run a playbook — from first command to finished output. We'll use the Lead Generation Activation playbook as our example.
Prerequisites¶
Before starting, you should have:
- A client workspace created (via
create-clientor manually) - The client's website URL
- Basic knowledge of who the client sells to
If you're brand new to the vault, read playbooks first for the concepts.
Step 1 — Start the Playbook¶
You say:
start playbook: Lead generation activation
The agent reads the playbook, loads all Required Context files, and creates a TaskNote:
---
type: task
title: "Lead generation activation: Acme Corp"
status: in-progress
playbook: "[[Lead generation activation]]"
remaining-steps: 8
awaiting: ""
priority: high
assignee: [Agent]
---
Step 2 — Agent Runs ICP Discovery (AGENT)¶
The agent invokes icp-discovery autonomously. It asks you a few targeted questions about the client's customers, then generates an ICP profile.
What you see:
Step 1/8 complete — ICP Discovery - Created:
{company.clients}/acme/icp_profile.md- Remaining: 7 steps - Next: social-media-audit (AGENT)
Step 3 — Agent Runs Social Media Audit (AGENT)¶
The agent checks the client's social profiles, scores presence, and identifies gaps.
What you see:
Step 2/8 complete — Social Media Audit - Created:
{company.clients}/acme/research/social_media_audit.md- Remaining: 6 steps - Next: brand-voice-generator (AGENT)
Step 4 — Agent Generates Brand Voice (AGENT)¶
The agent analyzes existing client content and extracts voice guidelines.
What you see:
Step 3/8 complete — Brand Voice Generator - Created:
{company.clients}/acme/brand_voice_guide.md- Remaining: 5 steps - Next: Review ICP, audit, voice (HUMAN)
Step 5 — You Review and Adjust (HUMAN)¶
The agent pauses and presents everything so far:
Awaiting your input
I've completed 3 steps. Here's what I found:
ICP Profile: B2B SaaS founders, 10-50 employees, €500K-€5M revenue, struggling with manual operations...
Social Audit: LinkedIn is active but inconsistent. Instagram dormant. No YouTube presence. Facebook page exists but unused...
Brand Voice: Authoritative but approachable. Avoids jargon. Emphasis on practical outcomes...
What I need from you: 1. Does the ICP look right, or should I adjust the target? 2. Which channels should we prioritize? 3. Any voice adjustments?
The TaskNote updates:
status: awaiting-input
awaiting: "Review ICP, social audit findings, and brand voice — confirm direction"
remaining-steps: 5
You respond:
ICP is good. Focus on LinkedIn and email — skip Instagram for now. Voice is spot on.
Step 6 — Agent Builds Content Strategy (AGENT)¶
With your confirmed direction, the agent runs content-strategy — builds topic clusters, maps content to the buyer journey, and creates a 4-week calendar.
What you see:
Step 5/8 complete — Content Strategy - Created:
{company.clients}/acme/content_strategy.md- Remaining: 3 steps - Next: social-content (AGENT)
Step 7 — Agent Writes Social Posts (AGENT)¶
The agent writes LinkedIn posts from the content strategy, using the confirmed brand voice.
Step 6/8 complete — Social Content - Created:
{company.clients}/acme/deliverables/social_posts.md- Remaining: 2 steps - Next: email-sequence (AGENT)
Step 8 — Agent Creates Email Sequences (AGENT)¶
Nurture sequence, welcome sequence, and lead capture emails — all segmented by ICP.
Step 7/8 complete — Email Sequence - Created:
{company.clients}/acme/deliverables/email_sequences.md- Remaining: 1 step - Next: cro (AGENT)
Step 9 — Agent Optimizes Conversion Paths (AGENT)¶
The agent analyzes the client's landing pages and recommends conversion improvements.
Step 8/8 complete — CRO Analysis - Created:
{company.clients}/acme/deliverables/cro_recommendations.md- Remaining: 0 steps - Running quality gate...
Step 10 — Quality Gate¶
The agent evaluates every condition:
Quality Gate Results: - ✅ ICP profile has no empty required fields - ✅ Content calendar covers 4 weeks (28 posts planned) - ✅ Email sequence has 6 emails with segmentation logic - ✅ CRO recommendations tied to specific page elements
All conditions passed — TaskNote status set to
done
The Final TaskNote¶
---
type: task
title: "Lead generation activation: Acme Corp"
status: done
playbook: "[[Lead generation activation]]"
remaining-steps: 0
awaiting: ""
priority: high
assignee: [Agent]
---
The body contains the full step log:
### Step 1 — icp-discovery (AGENT)
- **Status:** done
- **Completed:** 2026-03-18 10:15
- **Output:** ICP profile for B2B SaaS founders
- **Files:** [[icp_profile]]
### Step 2 — social-media-audit (AGENT)
- **Status:** done
- **Completed:** 2026-03-18 10:22
- **Output:** Social presence scored across 4 platforms
- **Files:** [[social_media_audit]]
### Step 3 — brand-voice-generator (AGENT)
- **Status:** done
- **Completed:** 2026-03-18 10:28
- **Output:** Brand voice guidelines extracted
- **Files:** [[brand_voice_guide]]
### Step 4 — Review (HUMAN)
- **Status:** done
- **Completed:** 2026-03-18 10:35
- **Decision:** ICP confirmed. Focus LinkedIn + email. Skip Instagram.
### Step 5 — content-strategy (AGENT)
- **Status:** done
- **Completed:** 2026-03-18 10:48
- **Output:** 4-week content calendar with topic clusters
- **Files:** [[content_strategy]]
### Step 6 — social-content (AGENT)
- **Status:** done
- **Completed:** 2026-03-18 10:55
- **Output:** 12 LinkedIn posts
- **Files:** [[social_posts]]
### Step 7 — email-sequence (AGENT)
- **Status:** done
- **Completed:** 2026-03-18 11:05
- **Output:** 6-email nurture sequence
- **Files:** [[email_sequences]]
### Step 8 — cro (AGENT)
- **Status:** done
- **Completed:** 2026-03-18 11:15
- **Output:** 8 conversion recommendations
- **Files:** [[cro_recommendations]]
What Just Happened¶
In about 1 hour, you got:
| Deliverable | What It Is |
|---|---|
| ICP Profile | Who to target and why |
| Social Audit | Where the client stands today |
| Brand Voice | How to sound like them |
| Content Strategy | What to publish and when |
| 12 LinkedIn Posts | Ready-to-schedule content |
| Email Sequence | 6-email nurture campaign |
| CRO Recommendations | How to convert more visitors |
Your total input: One review step where you confirmed direction and picked channels. The agent handled everything else.
Try It Yourself¶
Pick any playbook and say start playbook: [name]. Here are good starting points:
| If you want to... | Run this playbook |
|---|---|
| Audit a client's online presence | Digital authority baseline |
| Help a client price better | Margin improvement |
| Reduce founder dependency | Founder independence |
| Make a big strategic decision | Strategic decision framework |
| Improve a client's sales process | Sales conversion improvement |
See all available playbooks: browse {company.playbooks} or check the playbooks-in-flight dashboard for active runs.
Common Questions¶
Q: Can I skip a step? No. HUMAN steps require your explicit input. AGENT steps run automatically. The playbook ensures nothing is missed.
Q: Can I pause and resume later? Yes. The TaskNote tracks exactly where you stopped. Say "resume playbook" and the agent reads the step log to pick up where it left off.
Q: Can I customize a playbook for a specific client?
Yes. Copy the playbook to {client.root}/Playbooks/ and adjust steps, context files, or quality gates. The client version overrides the library version.
Q: What if a step fails? The agent stops, reports the error, and keeps the TaskNote open. You decide whether to retry, skip, or troubleshoot.