Daily Summary: AI-Powered Standups and PR Reports Without the Meeting

Automate daily standups, status reports, and PR summaries with an AI agent that tracks your git activity, reads your calendar, and delivers crisp executive summaries.

TL;DR

Daily Summary skill turns your AI agent into an automated Scrum master — it reads git activity, merge requests, and ticket updates, then produces a crisp standup-ready report or executive summary.

Bottom line: Kill the 9am standup meeting. Your AI agent can read what everyone did, synthesize it, and deliver the same value in 30 seconds to everyone's inbox.

10-Second Pitch

Git-native — Reads commits, branches, and MRs from GitHub, GitLab, or Bitbucket
Calendar-aware — Pulls meeting context and blockers from your calendar system
Customizable format — Markdown, table, or executive brief — you pick the style
Scheduled delivery — Runs on cron, no trigger needed, delivers before your standup
Multi-repo support — Aggregates activity across your entire org's repositories

Setup Directions

Step 1 — Connect Your Git Platform

bash

# GitHub
GITHUB_TOKEN=ghp_xxxxx
GITHUB_ORGS=your-org,another-org
# GitLab (optional)
GITLAB_TOKEN=glpat-xxxxx

Step 2 — Configure Your Channels

json

{
  "schedule": "0 8 * * 1-5",
  "format": "markdown",
  "channels": ["#engineering", "slack:@manager"],
  "repos": ["org/repo1", "org/repo2"],
  "lookback_hours": 24
}

Step 3 — Run the Skill

Generate today's daily summary for the engineering team covering all repos in org/repo*.

Pros / Cons

Pros	Cons
Replaces a meeting with a message	Requires read access to your git platform
Consistent, bias-free reporting	Can miss non-git work (meetings, research)
Scales to any team size	May need tuning for org-specific branch strategies
Fully auditable — it's just markdown	No interactive Q&A that a real standup enables

Verdict & Sign-Off

Daily Summary is low-hanging fruit for any engineering team drowning in standup overhead. Your AI agent reads the signals you already generate (git, PRs, tickets) and turns them into a report before you've finished your first coffee.

Best for: Remote teams, distributed orgs, or any team where "what did you do yesterday" has become theater rather than communication.