Lead export cleanup
Turn repeated CSV formatting, tagging, sorting, and formula work into one contextual sidecar.
- CSV to Excel prep
- Team-specific column rules
- Manager-ready exports
Personal Tool Factory
Vim Diesel
Not browser automation
Not a chatbot
A personal tool factory
Tools that learn how people actually work.
Vim Diesel observes repeated browser tasks, captures the worker's real transformation logic, and quietly turns it into a reusable tool. No setup wizard. No workflow recording ceremony. No "please teach the model."
Observed passively.
The system watches repeated work in context instead of asking the user to model it manually.
Generated automatically.
Repeated CSV cleanup, spreadsheet logic, response drafting, and other task-shaped workflows become standalone tools.
Used contextually.
The right tool appears when the right page, time, or follow-up request shows up.
Features That Feel Like Momentum
The product experience is designed to make repeated work disappear into one-click tools while keeping the human in control.
Graph Updates Over Time
The memory graph starts quiet and ends with a reusable tool plus an update path. This visual uses the same graph component language as the actual demo.
Start state
FROM manual observation -> TO generated workflow
End state
First, Vim sees Bob and a repeated workflow. Later, the graph carries remembered logic, a generated tool, and an update path from new context.
Context-Aware Chat
The assistant prompt changes based on the current situation. It doesn’t give the same answer to a raw export, a learned workflow, and a reviewer email.
When Vim asks Bob to add the formula
Generate
He created Priority with =IF(D2>=200,"Tier 1","Tier 2"). Want me to add code so the CSV opens already cleaned next time?
Add code
Proactive tool generation
When Vim reads the email
Update
I read the email. The next tool revision changes Priority to =IF(C2="Series C","Fast Track","Review").
Update formula
Read context from email
Update tool
Generates tools, not brittle automation.
Browser automation records where a person clicks. Vim records how they think. That means a changed UI does not automatically break the underlying workflow.
window.Tool = {
metadata: { name: "CSV to Excel Formula Sidecar" },
async transform(input) {
// preserves the learned worker logic
// and replays it without re-teaching
}
}
Use Cases In Card Form
The same product surface works for sales ops, finance workflows, support response generation, and internal review loops.
Spreadsheet review rituals
Watch how analysts add formulas, mark revisions, and prep workbook outputs, then replay that workflow automatically.
- Formula templates
- Next-day proactive helpers
- Email-driven rule updates
Reply drafting
Convert ticket + customer context into reusable reply tools with tone and escalation rules baked in.
- Context-aware prompts
- Brand-safe wording
- Faster human review
Reviewer feedback loops
When a manager or analyst requests a change, Vim updates the generated tool instead of forcing the user to rebuild the flow manually.
- Captured preferences
- Revision history
- Tool versions over time
Architecture At A Glance
A lightweight architecture keeps the system explainable: capture in the browser, orchestration in the backend, reasoning in the AI layer, and generated tools as reusable artifacts.
Observe
The browser extension captures repeated actions, page context, and usage cues without making the worker stop to teach the system.
Store + Trigger
Events, tool state, graph memory, and demo orchestration live in the backend. This is what decides when a tool should appear.
Generate + Reuse
Vim turns repeated logic into self-contained tools that can be used through UI today and programmatically tomorrow.