Create plain-English code review briefs for PMs for Engineering teams | Copy-Paste AI Recipe

Name: Create plain-English code review briefs for PMs for Engineering teams
Prep time: 10 min
Ingredients: Linear AI system; Notion AI system

NextFlows Contributors

doi:nextflows.ai/recipes/create-plain-english-code-review-briefs-for-pms-engineering-14

⚡ TL;DR

✓ Ship with fewer surprises by surfacing failing checks, linked issues, affected files, and release blockers
✓ 10 minutes to first success
✓ Read-only
✓ Uses Linear MCP, Notion MCP

Before you start

0/4

Claude Desktop installedLinear MCP access configuredNotion MCP access configuredPermission for Linear read access, Notion read access

Setup (10 min)

0/5

1Connect Linear MCP in your MCP client and confirm the server shows as available.

2Connect Notion MCP so the assistant can combine context.

3Grant the minimum read scopes needed for this docs workflow.

4Open the workspace, channel, repository, database, or account you want the assistant to use.

5Paste the prompt from this recipe into your AI client.

The prompt

You are helping a Engineering teammate with this workflow: Create plain-English code review briefs for PMs.
Use the connected Linear MCP, Notion MCP tools to gather only the information needed for docs.
Create a concise result with: summary, important details, recommended next actions, owners, and links to sources.
Flag anything uncertain, stale, sensitive, or missing instead of guessing.
Do not make changes without asking me to confirm the final draft.

Paste into Claude Desktop. It will use your connected AI servers: Linear MCP, Notion MCP.

Expected outcome

Ship with fewer surprises by surfacing failing checks, linked issues, affected files, and release blockers

Success checklist

0/4

The output explains the docs context in plain English.Every recommendation includes a source, owner, or next action.Sensitive data is summarized only at the level needed for the task.Engineering teammates can use the result without asking for extra background.

Troubleshooting

MCP server is not available in the client

Cause

The server config was not saved, the client was not restarted, or Node.js cannot run npx.

Solution

Run Linear MCP manually with its install command, then restart your MCP client.

The assistant cannot find the expected records

Cause

The connected account lacks access to the workspace, channel, repo, database, or page.

Solution

Grant the missing read scope and test with one known record before running the full recipe.

The result is too broad or includes stale context

Cause

The prompt did not limit the date range, source, account, or project clearly enough.

Solution

Add the relevant team, date range, channel, repo, account, or page name to the prompt.