Context Management

What is context?

Context is persistent background information that Pinchy injects into every agent conversation automatically. Instead of repeating who you are, what your role is, or how your company works every time you chat with an agent, you write it down once and every conversation starts with that knowledge already in place.

There are two types of context:

• User context — personal information about you: your name, role, preferred language, communication style, and how you work.
• Organization context — shared information about your company: team structure, terminology, conventions, and domain knowledge.

Both are stored as Markdown, so you can structure them with headings, lists, and formatting.

How context reaches agents

Context flows to agents through two complementary paths: a file written into the agent’s workspace, and an extra system prompt injected at chat time.

Workspace files

When you save context, Pinchy writes a USER.md file into the relevant agent workspaces on the OpenClaw runtime. This file is part of the agent’s working environment — the agent can reference it like any other file in its workspace.

The routing rules are straightforward:

• User context is written to your personal agent (Smithers) workspace.
• Organization context is written to all shared agent workspaces.

This means your personal Smithers knows about you specifically, while shared agents know about the organization as a whole.

Extra system prompt

In addition to the workspace file, Pinchy injects user context into every conversation via an extra system prompt. When you send a message to a shared agent, the agent receives your name and your personal context as part of the system prompt — so it knows who it is talking to, even though the workspace file contains org context.

Note

Personal agents do not receive user context via the extra system prompt, because they already have it in their USER.md workspace file. This avoids duplication.

Setting context manually

Both types of context are editable in Settings > Context.

User context

Every user can edit their own user context. This section is labeled “Your Context” and contains information about you personally. Typical content includes:

• Your name and role
• Preferred language and communication style
• Tools and technologies you use
• How you like responses structured

Organization context

Only admins can see and edit the organization context section, labeled “Organization Context”. This applies to all shared agents and typically includes:

• Company name and industry
• Team structure and key people
• Internal terminology and abbreviations
• Conventions and standards

Tip

Changes take effect on your next conversation. Active conversations continue with the context they started with.

How Smithers collects context during onboarding

When a new user first opens Pinchy, their personal Smithers agent has an onboarding mission: learn about the user through natural conversation. Smithers asks about your role, preferred language, and communication style, then uses the pinchy-context plugin to save what it learned as your user context.

For admin users, Smithers goes further — after saving user context, it asks about the organization and saves that as org context too.

Once onboarding is complete, the onboarding instructions are removed from Smithers automatically, and the saved context is used for all future conversations. Users can review and refine what Smithers wrote by going to Settings > Context at any time.

For more on the onboarding flow, see the Getting Started guide.

The pinchy-context plugin

The onboarding flow is powered by the pinchy-context OpenClaw plugin, which provides two tools to agents:

Tool	What it does
pinchy_save_user_context	Saves a Markdown summary of the user’s personal context
pinchy_save_org_context	Saves a Markdown summary of the organization context (admins only)

These tools call back into Pinchy’s internal API to store the context in the database, then trigger a workspace sync so the updated USER.md files are written immediately. Only agents configured with these tools can use them — they are not available to arbitrary agents.

Admin vs. user permissions

Action	Admin	User
Edit own user context	Yes	Yes
View organization context	Yes	No
Edit organization context	Yes	No

Users only ever see and edit their own personal context. Organization context is an admin responsibility — when an admin updates it, the change propagates to all shared agent workspaces automatically.

Storage and syncing

Context is stored in two places:

1. Database — user context lives on the user record; org context lives in the settings table. This is the source of truth.
2. Workspace files — USER.md files in each agent’s OpenClaw workspace. These are derived from the database and re-synced whenever context is saved.

This dual storage means agents always have fast access to context (via local files), while the database ensures context survives container restarts and workspace rebuilds.