Convert Linear bugs into GitHub implementation plans | Copy-Paste AI Recipe

Name: Convert Linear bugs into GitHub implementation plans
Prep time: 9 min
Ingredients: Postgres AI system; GitHub AI system

NextFlows Contributors

doi:nextflows.ai/recipes/convert-linear-bugs-into-github-implementation-plans-engineering-13

⚡ TL;DR

✓ Save review time by turning code, issues, and CI output into a concise summary with risks and next actions
✓ 9 minutes to first success
✓ Read-only
✓ Uses Postgres MCP, GitHub MCP

Before you start

0/4

Claude Desktop installedPostgres MCP access configuredGitHub MCP access configuredPermission for Postgres read access, GitHub read access

Setup (9 min)

0/5

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

2Connect GitHub MCP so the assistant can combine context.

3Grant the minimum read scopes needed for this incidents 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: Convert Linear bugs into GitHub implementation plans.
Use the connected Postgres MCP, GitHub MCP tools to gather only the information needed for incidents.
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: Postgres MCP, GitHub MCP.

Expected outcome

Save review time by turning code, issues, and CI output into a concise summary with risks and next actions

Success checklist

0/4

The output explains the incidents 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 Postgres 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.