From 8d2b2da76116126400c5d76a184598c840e3c654 Mon Sep 17 00:00:00 2001
From: "mintlify[bot]" <109931778+mintlify[bot]@users.noreply.github.com>
Date: Mon, 10 Aug 2026 10:56:55 +0000
Subject: [PATCH 1/3] docs: document memory promotion to project context
---
guides/ai-agents/agent-memory.mdx | 52 ++++++++++++++++++++++++++++++-
1 file changed, 51 insertions(+), 1 deletion(-)
diff --git a/guides/ai-agents/agent-memory.mdx b/guides/ai-agents/agent-memory.mdx
index 25267bf6..b3a14785 100644
--- a/guides/ai-agents/agent-memory.mdx
+++ b/guides/ai-agents/agent-memory.mdx
@@ -79,6 +79,52 @@ Organization admins get a memories tab that lists memories across users and agen
Admins can audit what the agent has learned without that memory entering their own agent context — reading a memory never injects it into your own conversations.
+## Promoting a memory to project context
+
+A memory is personal by design, but sometimes what one person taught the agent is knowledge the whole project needs. Promotion is how a memory becomes a project-context entry that every agent answer in the project reads.
+
+Promotion never publishes directly. It files a nomination on the [Reviews](/guides/ai-agents/reviews) board, which is the same board that handles findings from likely-wrong answers. A reviewer approves or dismisses it, and only an approved, merged pull request lands the entry in `lightdash.project_context.yml`.
+
+### Who can promote
+
+Anyone who can read a memory can nominate it:
+
+* **Memory owners** see a **Promote to project context** action on their own memory page.
+* **Organization admins** see the same action on any memory in the admin memories tab.
+
+Promotion requires the project to have the project-context feature available (a connected GitHub or GitLab repository with `lightdash.project_context.yml` writeback set up through [Reviews](/guides/ai-agents/reviews)).
+
+### What happens when you promote
+
+1. **You nominate.** Click **Promote to project context** on the memory and optionally add a reason. A new review item is filed on the Reviews board, sourced from the memory, with the proposed project-context entry and the writeback diff preview attached.
+2. **The board reviews it.** A reviewer sees the memory's wording, the exact `lightdash.project_context.yml` change it would make, and a link back to the source memory for provenance. They can approve, dismiss, or leave it in triage.
+3. **Approval opens a pull request.** Approving runs the same project-context writeback used by [Reviews](/guides/ai-agents/reviews) findings — a pull request against your dbt repository adding or updating the entry.
+4. **Merging finishes the promotion.** When the pull request merges, the source memory flips to a terminal `promoted` status. The memory page becomes read-only and links its review item; the new entry now serves every user in the project.
+
+Until the pull request is merged, the original memory keeps serving your own conversations, so promotion never leaves a gap. If the pull request is closed unmerged, the memory stays active and the review item is reverted.
+
+### What gets promoted
+
+Promoted content preserves your exact wording. The authoring step is only allowed to select verbatim spans from the memory's body, so the version that proved useful to you is the version everyone gets. Evidence sections and any concrete data values from the memory are excluded — promotion cannot leak query results into your repository.
+
+The promoted entry inherits the memory's terms and catalog objects (or a subset of them), never new ones.
+
+### Dismissals and re-nomination
+
+* A promotion nominated once cannot be filed twice while the review item is still live — the **Promote** action is disabled and links you to the open item.
+* If a reviewer dismisses the item as **expected behavior**, the memory is permanently blocked from being re-nominated.
+* For any other dismissal reason, nominating the memory again reopens the original review item so the discussion history stays in one place.
+
+### After promotion
+
+* The memory becomes read-only with a `promoted` status and a link to the review item that promoted it.
+* Future threads keep distilling fresh memories normally. If the promoted entry turns out to be wrong, you can re-teach the agent through new conversations — memory continues to learn.
+* Admins see the `promoted` status in the admin memories tab alongside `active`, `superseded`, and `retired`.
+
+
+ The admin memories tab shows a scope label — `user` or `project` — on each memory. `project` is advisory: it flags memories that look like general project knowledge and are good promotion candidates. It never changes who a memory is served to, and it never promotes anything on its own.
+
+
## What is not included in memory
A few things are deliberately kept out:
@@ -102,7 +148,7 @@ Memory and [project context](/guides/ai-agents/reviews) both improve future agen
If you also want to hand the agent context upfront (a glossary, fiscal calendar, internal definitions) without waiting for either loop, use [knowledge documents](/guides/ai-agents/best-practices#knowledge-documents).
-Use memory for in-the-moment course corrections that stick to you, project context to improve every agent in the project at the source, and knowledge documents when you can hand the agent the answer upfront.
+Use memory for in-the-moment course corrections that stick to you, project context to improve every agent in the project at the source, and knowledge documents when you can hand the agent the answer upfront. When a personal memory turns out to be knowledge the whole project needs, [promote it to project context](#promoting-a-memory-to-project-context) so every agent answer benefits.
## Frequently asked questions
@@ -122,6 +168,10 @@ Nothing. Memories are stored as plain text and are model-agnostic, so switching
Yes. Open the memory from its citation chip or the memories page and retire it — retired memories are never injected into future answers. You can reactivate a retired memory from the same page if you change your mind.
+**Can I share a memory with other people on my project?**
+
+Not directly — memory itself is always personal. If a memory contains knowledge that would help the whole project, [promote it to project context](#promoting-a-memory-to-project-context). Promotion goes through the [Reviews](/guides/ai-agents/reviews) board and lands the entry in `lightdash.project_context.yml` via a pull request, so approved knowledge is shared through project context rather than through memory itself.
+
**What happens if memory is disabled after it has been used?**
Learning and injection stop immediately: no new memories are saved, and existing memories are no longer added to answers. The memories themselves are retained, so if memory is re-enabled later, they resume being used without any data loss.
From a32922ac8c6630d97b08331f6b0d571c654ea775 Mon Sep 17 00:00:00 2001
From: "mintlify[bot]" <109931778+mintlify[bot]@users.noreply.github.com>
Date: Mon, 10 Aug 2026 11:06:33 +0000
Subject: [PATCH 2/3] docs: add promotion screenshot and trim
promote-to-project-context sections
---
guides/ai-agents/agent-memory.mdx | 30 ++++--------------
.../promote-memory-to-project-context.png | Bin 0 -> 691345 bytes
2 files changed, 6 insertions(+), 24 deletions(-)
create mode 100644 images/ai-agents/promote-memory-to-project-context.png
diff --git a/guides/ai-agents/agent-memory.mdx b/guides/ai-agents/agent-memory.mdx
index b3a14785..2a55bda3 100644
--- a/guides/ai-agents/agent-memory.mdx
+++ b/guides/ai-agents/agent-memory.mdx
@@ -89,42 +89,24 @@ Promotion never publishes directly. It files a nomination on the [Reviews](/guid
Anyone who can read a memory can nominate it:
-* **Memory owners** see a **Promote to project context** action on their own memory page.
+* **Memory owners** see a **Propose for project context** action on their own memory page.
* **Organization admins** see the same action on any memory in the admin memories tab.
Promotion requires the project to have the project-context feature available (a connected GitHub or GitLab repository with `lightdash.project_context.yml` writeback set up through [Reviews](/guides/ai-agents/reviews)).
+
+ 
+
+
### What happens when you promote
-1. **You nominate.** Click **Promote to project context** on the memory and optionally add a reason. A new review item is filed on the Reviews board, sourced from the memory, with the proposed project-context entry and the writeback diff preview attached.
+1. **You nominate.** Click **Propose for project context** on the memory and optionally add a reason. A new review item is filed on the Reviews board, sourced from the memory, with the proposed project-context entry and the writeback diff preview attached.
2. **The board reviews it.** A reviewer sees the memory's wording, the exact `lightdash.project_context.yml` change it would make, and a link back to the source memory for provenance. They can approve, dismiss, or leave it in triage.
3. **Approval opens a pull request.** Approving runs the same project-context writeback used by [Reviews](/guides/ai-agents/reviews) findings — a pull request against your dbt repository adding or updating the entry.
4. **Merging finishes the promotion.** When the pull request merges, the source memory flips to a terminal `promoted` status. The memory page becomes read-only and links its review item; the new entry now serves every user in the project.
Until the pull request is merged, the original memory keeps serving your own conversations, so promotion never leaves a gap. If the pull request is closed unmerged, the memory stays active and the review item is reverted.
-### What gets promoted
-
-Promoted content preserves your exact wording. The authoring step is only allowed to select verbatim spans from the memory's body, so the version that proved useful to you is the version everyone gets. Evidence sections and any concrete data values from the memory are excluded — promotion cannot leak query results into your repository.
-
-The promoted entry inherits the memory's terms and catalog objects (or a subset of them), never new ones.
-
-### Dismissals and re-nomination
-
-* A promotion nominated once cannot be filed twice while the review item is still live — the **Promote** action is disabled and links you to the open item.
-* If a reviewer dismisses the item as **expected behavior**, the memory is permanently blocked from being re-nominated.
-* For any other dismissal reason, nominating the memory again reopens the original review item so the discussion history stays in one place.
-
-### After promotion
-
-* The memory becomes read-only with a `promoted` status and a link to the review item that promoted it.
-* Future threads keep distilling fresh memories normally. If the promoted entry turns out to be wrong, you can re-teach the agent through new conversations — memory continues to learn.
-* Admins see the `promoted` status in the admin memories tab alongside `active`, `superseded`, and `retired`.
-
-
- The admin memories tab shows a scope label — `user` or `project` — on each memory. `project` is advisory: it flags memories that look like general project knowledge and are good promotion candidates. It never changes who a memory is served to, and it never promotes anything on its own.
-
-
## What is not included in memory
A few things are deliberately kept out:
diff --git a/images/ai-agents/promote-memory-to-project-context.png b/images/ai-agents/promote-memory-to-project-context.png
new file mode 100644
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