The product

Simple where you type. Structured where you inspect.

Work in familiar threads while the role, method, source context, run record, and reviewed output remain available underneath.

Open workspace See the workflow

Invite-only preview. Public resources remain free.

MPV

Client workspace

Landing page audit / example run

Output reusable

Thread

Landing page audit

Inspectable

Audit this landing page and prioritise the fixes for the next build pass.

@Site Audit Operator/Landing Page Audit#Brand Context

Saved output

Landing page audit

Reusable

P1Clarify the hero promise
P1Separate preview and sign-in paths
P2Compress the mobile product story

01Workspace model

Every piece of work keeps a clear home.

The hierarchy is intentionally small. Each level answers where the context belongs and what should survive the session.

01
Workspace
Client, brand, or initiative
The private operating context for a body of work.
02
Project
Campaign or engagement
Instructions, files, threads, outputs, and decisions stay grouped.
03
Thread
Daily working surface
Start in plain language, then attach the right operating context.
04
Library
Reviewed working material
Keep the outputs worth reusing, exporting, or attaching next time.

02Capabilities

Four outcomes, one operating loop.

The interface stays calm because the structure appears where it is useful, not as setup work before every conversation.

Work

Threads and projects

Keep everyday AI work close to a familiar conversation without losing the project it belongs to.

Thread history
Project instructions
Files and context

Structure

Operators, playbooks, knowledge

Attach the role, method, source context, and quality bar before a model starts guessing.

Reusable roles
Repeatable methods
Scoped knowledge

Inspect

Run records and review

See the prompt snapshot, source context, validation state, trace, and review notes when trust matters.

Prompt snapshot
Run trace
Review state

Reuse

Outputs and patterns

Promote reviewed work into a library instead of saving every answer or losing the useful ones.

Saved outputs
Reusable patterns
Future context

03The loop

The visible thread stays connected to the system behind it.

Request captured

Start with the job in plain language.

The everyday surface stays calm: one request, the relevant project, and the conversation around it.

Active run

Thread

Request

Audit this landing page.

Context

Operator + playbook + 3 sources

Output

Prioritised fix list

04Governance

Inspection is part of the product, not an afterthought.

Source context, prompt snapshots, validation, execution labels, and review decisions remain legible when the work needs trust.

Walk through a complete run

Live now: Workspaces, projects, threads, local runs, prompt snapshots, saved outputs, and run records.
Private preview: Workspace access is invite-only while the operating loop is refined with controlled users.
Public layer: Prompts, skills, agent blueprints, frameworks, and guides remain free to browse and adapt.
Next boundary: Deeper provider execution, persistence, review, and collaboration after the core loop is tight.

Choose the next path

Open the workspace, or inspect the public method first.

Open workspace Browse the library

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Practical prompts, operator ideas, playbook patterns, and product notes from building a private AI workspace for repeatable work.