Slack Weekly Report Generator — AI Bot Template for Internal
Bot
Slack weekly report bot. Auto-generate team reports from GitHub, Linear, and PostHog data — posted every Friday.
Template Slack Weekly Report Generator bundles a ready-to-deploy workspace for internal workflows. Install in one click from the Aerostack dashboard or via aerostack init --template=slack-weekly-report-generator.
What It Does
Automated weekly reports in Slack. Every Friday, the bot pulls data from GitHub (PRs merged, commits), Linear (issues completed, in progress), and PostHog (key metrics), then generates a formatted team progress report and posts it to your chosen channel.
What's Built In
- GitHub summary — PRs merged, commits by author, most active repositories, and code review stats
- Linear progress — issues completed, in-progress, blocked, and sprint velocity trends
- PostHog metrics — key product metrics: active users, feature adoption, error rates
- Formatted report — clean, scannable summary with sections, tables, and highlights
- Trend analysis — week-over-week comparisons so you can spot changes without digging through dashboards
Best For
- Engineering managers who spend Friday afternoons manually compiling status updates
- Remote teams that need asynchronous visibility into what shipped each week
- Startups where the weekly standup or all-hands needs a data-backed progress update
Capabilities
Gather Data
GitHub: PRs merged (count, authors, notable ones), commits, code review stats. Linear: issues completed, issues created, sprint progress, cycle velocity
Compile Report
PRs merged: [count] ([+/-] vs last week). Notable PRs: [top 3 by impact]
Historical Tracking
Store each report in database for trend analysis. When asked "compare to last week": show week-over-week changes
Metadata
What's Included
Required MCPs
MCP servers this template connects to.
Tags
Deploy this bot in minutes
Slack weekly report bot. Auto-generate team reports from GitHub, Linear, and PostHog data — posted every Friday.
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Frequently asked questions
What does the Slack Weekly Report Generator template include?+
The Slack Weekly Report Generator template is a pre-configured Aerostack workspace for internal. It bundles @aerostack/mcp-slack, @aerostack/mcp-github, @aerostack/mcp-linear and any required workflows and edge functions. Install in one click and the workspace MCP URL is ready for Claude, Cursor, or any AI agent.
How do I install the Slack Weekly Report Generator template?+
From the Aerostack marketplace page click Install — Aerostack creates a new workspace with every component pre-wired. You can also install via CLI: aerostack install template aerostack/slack-weekly-report-generator
Can I customize Slack Weekly Report Generator after installing?+
Yes. Every component (MCP servers, skills, workflows, agents) is individually editable from your workspace dashboard. Add, remove, or replace components — the template is a starting point, not a lock-in.
Is the Slack Weekly Report Generator template free to use?+
Templates are free to install. Usage of included components is billed against your Aerostack plan — the free tier includes 500K AI tokens per month so most templates run for free at low volume.