Notion CI Integration

Overview

Automate documentation sync, deploy tracking, and configuration management by integrating the Notion API into CI/CD pipelines. This skill covers GitHub Actions workflows that push changelogs and release notes to Notion pages, update database entries on successful deploys, create pages for incident reports, and read feature flags or configuration from Notion databases — all with proper rate limit handling for CI environments.

Prerequisites

• GitHub repository with Actions enabled
• Notion internal integration token (create at

  https://www.notion.so/my-integrations

  )
• Target Notion pages/databases shared with the integration (click "..." > "Connections" > add your integration)

• NOTION_TOKEN

  stored as a GitHub Actions secret
• Node.js 18+ or Python 3.9+ in CI environment

Instructions

Step 1: GitHub Actions Workflow for Documentation Sync

Push changelogs and release notes to Notion automatically on release.

# .github/workflows/notion-docs-sync.yml
name: Sync Docs to Notion

on:
  release:
    types: [published]
  push:
    branches: [main]
    paths: ['CHANGELOG.md', 'docs/**']

env:
  NOTION_TOKEN: ${{ secrets.NOTION_TOKEN }}

jobs:
  sync-release-notes:
    runs-on: ubuntu-latest
    if: github.event_name == 'release'
    steps:
      - uses: actions/checkout@v4
      - uses: actions/setup-node@v4
        with:
          node-version: '20'
          cache: 'npm'
      - run: npm ci

      - name: Push release notes to Notion
        run: node scripts/notion-release-sync.js
        env:
          NOTION_RELEASES_DB: ${{ secrets.NOTION_RELEASES_DB }}
          RELEASE_TAG: ${{ github.event.release.tag_name }}
          RELEASE_BODY: ${{ github.event.release.body }}
          RELEASE_URL: ${{ github.event.release.html_url }}

  sync-changelog:
    runs-on: ubuntu-latest
    if: github.event_name == 'push'
    steps:
      - uses: actions/checkout@v4
      - uses: actions/setup-node@v4
        with:
          node-version: '20'
          cache: 'npm'
      - run: npm ci

      - name: Sync CHANGELOG to Notion page
        run: node scripts/notion-changelog-sync.js
        env:
          NOTION_CHANGELOG_PAGE: ${{ secrets.NOTION_CHANGELOG_PAGE }}

  update-deploy-status:
    runs-on: ubuntu-latest
    needs: sync-release-notes
    steps:
      - uses: actions/checkout@v4
      - uses: actions/setup-node@v4
        with:
          node-version: '20'
          cache: 'npm'
      - run: npm ci

      - name: Update deploy tracker in Notion
        run: node scripts/notion-deploy-update.js
        env:
          NOTION_DEPLOYS_DB: ${{ secrets.NOTION_DEPLOYS_DB }}
          DEPLOY_VERSION: ${{ github.event.release.tag_name }}
          DEPLOY_ENV: production
          DEPLOY_SHA: ${{ github.sha }}

Step 2: CI Scripts for Notion Operations

Release Notes Sync (Node.js)

// scripts/notion-release-sync.js
import { Client } from '@notionhq/client';

const notion = new Client({ auth: process.env.NOTION_TOKEN });
const databaseId = process.env.NOTION_RELEASES_DB;

async function syncReleaseNotes() {
  const tag = process.env.RELEASE_TAG;
  const body = process.env.RELEASE_BODY || 'No release notes provided.';
  const url = process.env.RELEASE_URL;

  // Create a new page in the releases database
  const page = await notion.pages.create({
    parent: { database_id: databaseId },
    properties: {
      Name: {
        title: [{ text: { content: `Release ${tag}` } }],
      },
      Version: {
        rich_text: [{ text: { content: tag } }],
      },
      Status: {
        select: { name: 'Released' },
      },
      'Release Date': {
        date: { start: new Date().toISOString().split('T')[0] },
      },
      'GitHub URL': {
        url: url,
      },
    },
  });

  // Append the release body as page content
  const blocks = body.split('\n').filter(Boolean).map((line) => ({
    paragraph: {
      rich_text: [{ text: { content: line } }],
    },
  }));

  // Notion API limits to 100 blocks per request
  for (let i = 0; i < blocks.length; i += 100) {
    await notion.blocks.children.append({
      block_id: page.id,
      children: blocks.slice(i, i + 100),
    });
    // Rate limit: wait between batch appends
    if (i + 100 < blocks.length) await sleep(350);
  }

  console.log(`Created release page: ${page.id}`);
}

function sleep(ms) {
  return new Promise((resolve) => setTimeout(resolve, ms));
}

syncReleaseNotes().catch((err) => {
  console.error('Failed to sync release notes:', err.message);
  process.exit(1);
});

Deploy Status Update (Node.js)

// scripts/notion-deploy-update.js
import { Client } from '@notionhq/client';

const notion = new Client({ auth: process.env.NOTION_TOKEN });
const databaseId = process.env.NOTION_DEPLOYS_DB;

async function updateDeployStatus() {
  const version = process.env.DEPLOY_VERSION;
  const environment = process.env.DEPLOY_ENV || 'staging';
  const sha = process.env.DEPLOY_SHA;

  // Search for existing entry by version
  const existing = await notion.databases.query({
    database_id: databaseId,
    filter: {
      property: 'Version',
      rich_text: { equals: version },
    },
  });

  if (existing.results.length > 0) {
    // Update existing entry
    await notion.pages.update({
      page_id: existing.results[0].id,
      properties: {
        Status: { select: { name: 'Deployed' } },
        Environment: { select: { name: environment } },
        'Deploy Time': {
          date: { start: new Date().toISOString() },
        },
        'Commit SHA': {
          rich_text: [{ text: { content: sha.substring(0, 7) } }],
        },
      },
    });
    console.log(`Updated deploy entry for ${version}`);
  } else {
    // Create new deploy entry
    await notion.pages.create({
      parent: { database_id: databaseId },
      properties: {
        Name: {
          title: [{ text: { content: `Deploy ${version}` } }],
        },
        Version: {
          rich_text: [{ text: { content: version } }],
        },
        Status: { select: { name: 'Deployed' } },
        Environment: { select: { name: environment } },
        'Deploy Time': {
          date: { start: new Date().toISOString() },
        },
        'Commit SHA': {
          rich_text: [{ text: { content: sha.substring(0, 7) } }],
        },
      },
    });
    console.log(`Created deploy entry for ${version}`);
  }
}

updateDeployStatus().catch((err) => {
  console.error('Failed to update deploy status:', err.message);
  process.exit(1);
});

Python Batch Update Script for CI

#!/usr/bin/env python3
# scripts/notion_batch_update.py
"""Batch update Notion database entries from CI.

Usage:
  python3 scripts/notion_batch_update.py --database-id <id> \
    --filter-property Status --filter-value "In Progress" \
    --set-property Status --set-value "Deployed" \
    --set-property Version --set-value "$TAG"
"""
import os
import sys
import time
import argparse
from notion_client import Client, APIResponseError

RATE_LIMIT_DELAY = 0.34  # 3 requests/sec max

def main():
    parser = argparse.ArgumentParser(description='Batch update Notion DB entries')
    parser.add_argument('--database-id', required=True)
    parser.add_argument('--filter-property', required=True)
    parser.add_argument('--filter-value', required=True)
    parser.add_argument('--set-property', action='append', required=True)
    parser.add_argument('--set-value', action='append', required=True)
    parser.add_argument('--dry-run', action='store_true')
    args = parser.parse_args()

    token = os.environ.get('NOTION_TOKEN')
    if not token:
        print('ERROR: NOTION_TOKEN not set', file=sys.stderr)
        sys.exit(1)

    notion = Client(auth=token)

    # Query with filter
    results = []
    cursor = None
    while True:
        response = notion.databases.query(
            database_id=args.database_id,
            filter={
                'property': args.filter_property,
                'select': {'equals': args.filter_value},
            },
            start_cursor=cursor,
        )
        results.extend(response['results'])
        if not response['has_more']:
            break
        cursor = response['next_cursor']
        time.sleep(RATE_LIMIT_DELAY)

    print(f'Found {len(results)} entries matching {args.filter_property}={args.filter_value}')

    if args.dry_run:
        for page in results:
            title = page['properties'].get('Name', {}).get('title', [{}])
            name = title[0].get('plain_text', 'Untitled') if title else 'Untitled'
            print(f'  Would update: {name} ({page["id"]})')
        return

    # Build update properties
    updates = {}
    for prop, val in zip(args.set_property, args.set_value):
        updates[prop] = {'select': {'name': val}}

    # Apply updates sequentially (rate limit safe)
    success = 0
    for page in results:
        try:
            notion.pages.update(page_id=page['id'], properties=updates)
            success += 1
            time.sleep(RATE_LIMIT_DELAY)
        except APIResponseError as e:
            if e.code == 'rate_limited':
                retry_after = float(e.headers.get('retry-after', 1))
                print(f'Rate limited. Waiting {retry_after}s...')
                time.sleep(retry_after)
                notion.pages.update(page_id=page['id'], properties=updates)
                success += 1
            else:
                print(f'Failed to update {page["id"]}: {e.message}', file=sys.stderr)

    print(f'Updated {success}/{len(results)} entries')

if __name__ == '__main__':
    main()

Step 3: Reading Configuration from Notion in CI

Use Notion databases as a lightweight feature-flag or config store that non-engineers can edit.

// scripts/notion-read-config.js
import { Client } from '@notionhq/client';
import { writeFileSync } from 'fs';

const notion = new Client({ auth: process.env.NOTION_TOKEN });
const configDbId = process.env.NOTION_CONFIG_DB;

async function readConfig() {
  const response = await notion.databases.query({
    database_id: configDbId,
    filter: {
      property: 'Environment',
      select: { equals: process.env.DEPLOY_ENV || 'production' },
    },
  });

  const config = {};
  for (const page of response.results) {
    if (page.object !== 'page' || !('properties' in page)) continue;
    const props = page.properties;

    const keyProp = props['Key'];
    const valueProp = props['Value'];
    if (keyProp?.type !== 'title' || valueProp?.type !== 'rich_text') continue;

    const key = keyProp.title.map((t) => t.plain_text).join('');
    const value = valueProp.rich_text.map((t) => t.plain_text).join('');

    if (key) config[key] = value;
  }

  // Write config to file for downstream CI steps
  writeFileSync('notion-config.json', JSON.stringify(config, null, 2));
  console.log(`Loaded ${Object.keys(config).length} config entries from Notion`);
}

readConfig().catch((err) => {
  console.error('Failed to read config:', err.message);
  process.exit(1);
});

GitHub Actions step to consume:

- name: Load feature flags from Notion
  run: node scripts/notion-read-config.js
  env:
    NOTION_TOKEN: ${{ secrets.NOTION_TOKEN }}
    NOTION_CONFIG_DB: ${{ secrets.NOTION_CONFIG_DB }}
    DEPLOY_ENV: production

- name: Use config in build
  run: |
    CONFIG=$(cat notion-config.json)
    echo "Feature flags loaded: $(echo $CONFIG | jq 'keys | length') entries"

Output

• GitHub Actions workflow that syncs release notes to a Notion database on every release
• Deploy tracker that updates database entries with status "Deployed", version tag, commit SHA, and timestamp
• Python batch update script for bulk status changes in CI (with

  --dry-run

  safety)
• Config reader that pulls feature flags from Notion databases into CI environment
• All scripts handle rate limits (sequential operations, 350ms delays between requests)

Error Handling

401 Unauthorized

NOTION_TOKEN

gh secret set NOTION_TOKEN

404 Object not found

429 Rate limited

time.sleep(0.34)

retry-after

400 Validation error

Secret not found

NOTION_TOKEN

gh secret set NOTION_TOKEN

timeout-minutes: 10

ECONNRESET

Examples

Incident Report Creator (GitHub Actions)

Create structured incident pages from CI using

workflow_dispatch

gh workflow run

See incident-workflow.md for the complete workflow YAML and database schema.

Quick trigger:

gh workflow run notion-incident.yml \
  -f severity=P1 \
  -f title="Database connection pool exhausted" \
  -f description="Production DB hit max connections at 14:32 UTC"

Changelog Page Updater

Parse

CHANGELOG.md

See changelog-sync.md for the complete Node.js script and GitHub Actions step.

Resources

• Notion API Reference
• @notionhq/client on npm
• notion-client on PyPI
• GitHub Actions Encrypted Secrets
• Notion Request Limits (3 req/sec)
• GitHub Actions Workflow Syntax

Next Steps

For deployment patterns and environment-specific Notion sync, see

notion-deploy-integration

notion-rate-limits