AI that remembers per workspace

Your AI remembers what matters — per project.

Workspace Memory stores notes as a Markdown document scoped to each project directory. Context is automatically injected into every session, so your AI always knows the project.

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Memory

Each workspace keeps practical operating context: approval rules, recurring stakeholders, preferred formats, and project decisions.

Finance Ops / Monthly Close
64 lines · 2026-04-23

~/Work/Finance Ops/Monthly Close

Customer Success / Enterprise Renewals
31 lines · 2026-04-21

~/Work/Customer Success/Renewals

Case fileknowledgeMemory

Execution map, not feature list.

Each page now reads like a runbook: what goes in, what the agent does, and what artifact comes back.

Knowledge & Memory

local runbook

01

Per-Workspace Persistence

Each project directory gets its own Markdown memory document. Preferences, decisions, and context are saved automatically and persist across conversations — scoped to the workspace.

02

Automatic Context Injection

Workspace notes are injected into every new session in that directory. Your AI knows your preferences, past decisions, and project context without being reminded.

03

Full Control

Memory is stored as a plain Markdown file you can read, edit, or delete. No opaque database — just a human-readable document under your full control.

Workbench

The workflow, expanded into real screens.

Artifact step 01Verified

Per-Workspace Persistence

Each project directory gets its own Markdown memory document. Preferences, decisions, and context are saved automatically and persist across conversations — scoped to the workspace.

InputToolsOutput
Live artifact01 / 03
Back to app

Memory

Each workspace keeps practical operating context: approval rules, recurring stakeholders, preferred formats, and project decisions.

Finance Ops / Monthly Close
64 lines · 2026-04-23

~/Work/Finance Ops/Monthly Close

Customer Success / Enterprise Renewals
31 lines · 2026-04-21

~/Work/Customer Success/Renewals

Artifact step 02Verified

Automatic Context Injection

Workspace notes are injected into every new session in that directory. Your AI knows your preferences, past decisions, and project context without being reminded.

InputToolsOutput
Live artifact02 / 03

Prepare the April AP approval brief using the usual Finance rules.

Workspace memory injected

Done. Used Finance memory: CFO wants exceptions first, PO gaps highlighted, and a one-page PDF plus CSV export.

Describe the result you want
Auto
workspace
Artifact step 03Verified

Full Control

Memory is stored as a plain Markdown file you can read, edit, or delete. No opaque database — just a human-readable document under your full control.

InputToolsOutput
Live artifact03 / 03
Back to app

Memory

Review or edit each workspace memory before the next run. Finance, Legal, and CS can keep separate local context without mixing projects.

Finance Ops / Monthly Close
64 lines · 2026-04-23

~/Work/Finance Ops/Monthly Close

Legal Ops / Contract Reviews
22 lines · 2026-04-20

~/Work/Legal Ops/Contract Reviews

Customer Success / Enterprise Renewals
31 lines · 2026-04-21

~/Work/Customer Success/Renewals

Next run

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