diff --git a/gh-agent-workflows/README.md b/gh-agent-workflows/README.md
index 197e4378..689c9b2d 100644
--- a/gh-agent-workflows/README.md
+++ b/gh-agent-workflows/README.md
@@ -46,7 +46,7 @@ jobs:
       COPILOT_GITHUB_TOKEN: ${{ secrets.COPILOT_GITHUB_TOKEN }}
 ```
 
-Commit and push. The workflow triggers on your repo's events and delegates to the centrally-compiled agent workflow. Updates propagate automatically when this repo recompiles -- no action needed in your repo.
+Commit and push. The workflow triggers on your repo's events and delegates to the centrally-compiled agent workflow. Updates propagate automatically when this repo updates the `v0` tag on release -- no action needed in your repo.
 
 Each workflow directory contains an [example.yml](pr-review/example.yml) you can copy as a starting point. See the per-workflow README for trigger details, inputs, and safe outputs.
 
@@ -119,7 +119,7 @@ Each workflow has two layers:
 1. **Workflow** (`gh-aw-*.md` -> `gh-aw-*.lock.yml`): The agent logic, compiled by `gh-aw`. Triggers only on `workflow_call` with standard inputs (`additional-instructions`, `setup-commands`) and a `COPILOT_GITHUB_TOKEN` secret.
 2. **Trigger** (`<name>/example.yml`): A plain YAML file that defines the actual event triggers (schedule, PR events, slash commands, etc.) and calls the compiled `.lock.yml` via `uses:`. These serve as both examples for consumers and dogfood for this repo (copied to `.github/workflows/trigger-*.yml` by `scripts/dogfood.sh`).
 
-Consumer repos copy a workflow's `example.yml`, change the `uses:` path if needed, and customize the `with:` inputs. No `gh-aw` CLI needed. Updates propagate automatically when this repo recompiles and pushes to `main`.
+Consumer repos copy a workflow's `example.yml`, change the `uses:` path if needed, and customize the `with:` inputs. No `gh-aw` CLI needed. Updates propagate automatically when this repo updates the `v0` tag on release.
 
 ## Customization (Classic Installation)