Coffee - Morning Briefing

Produces a formatted markdown briefing with sections for each category, followed by suggested actions.

Inputs

Input	Type	Default	Purpose
`full_email_scan`	bool	false	Process all unread emails vs summary
`auto_archive_email`	bool	false	Auto-archive low-priority emails
`days_back`	int	1	Days to look back for Jira/activity
`slack_format`	bool	false	Use `<URL\|Text>` link format for Slack

Persona Switches

Load personas as needed for tool access:

•developer (default): GitLab, Git, Jira, Gmail, Calendar
•incident: alertmanager_alerts
•devops: bonfire_namespace_list

Workflow

1. Bootstrap

•persona_load("developer")
•Load config and memory: memory_read("state/current_work")

2. Check Known Issues (before each tool category)

•check_known_issues("gitlab_mr_list")
•check_known_issues("jira_search")
•check_known_issues("bonfire")

3. Knowledge & Vector Stats

•knowledge_query(project="automation-analytics-backend", section="metadata")
•code_stats(project="automation-analytics-backend") — index health, files, chunks, searches

4. Calendar

•google_calendar_list_events — today's events with Meet links (same OAuth as Gmail)

5. Email

•gmail_unread_count — unread count
•
If full_email_scan: gmail_list_emails(unread_only=True) — fetch metadata (Subject, From, To, Cc), classify as:
- •directed-at-me: in To (not CC), or Jira/GitLab assigned/mentioned
- •newsletter: newsletter, digest, unsubscribe patterns
- •notification: automated senders (noreply, notifications@)
- •cc-only: in CC only, not mentioned in subject
•If auto_archive_email: archive newsletters, notifications, cc-only

6. PRs (multi-project)

Get GitLab projects from config.json → repositories (exclude github: prefixed). For each:

•gitlab_mr_list(project, author="@me") — open PRs
•gitlab_mr_list(project, state="merged") — recent merges
•gitlab_mr_list(project, reviewer="@me") — review requests

For each open PR (up to 5):

•gitlab_mr_comments(project, mr_id) — feedback waiting
•gitlab_ci_status(project, branch) — pipeline status

Pipeline failures: Parse .gitlab-ci.yml for allow_failure: true jobs; exclude those from "failed" count.

7. Jira

•jira_search(jql="project = AAP AND updated >= -{days_back}d AND labels = 'automation-analytics' ORDER BY updated DESC", max_results=20)

8. Alerts

•persona_load("incident")
•alertmanager_alerts(environment="stage", filter_name="Automation Analytics", silenced=false)
•alertmanager_alerts(environment="production", filter_name="Automation Analytics", silenced=false)

9. Ephemeral

•persona_load("devops")
•bonfire_namespace_list(mine_only=true)

10. Yesterday's Work

•persona_load("developer")
•git_log(repo="automation-analytics-backend", author="@me", since="yesterday", until="today", limit=10)

11. Output Format

markdown

# ☕ Good morning, {first_name}!
**{day_name}, {date}** | {time}

## 🎯 Current Work (from memory)
## 📅 Today's Calendar
## 📧 Email
## 🔀 Your PRs
  - Open PRs, Feedback Waiting, Failed Pipelines (exclude allow_failure jobs)
## 👀 Review Requests
## 📋 Jira Activity
## 🚀 Recent Merges
## 🧪 Ephemeral Environments
## 📝 Yesterday's Work
## 🚨 Alerts
## 🧠 Knowledge & Search
## 🎯 Suggested Actions

12. Post-Briefing

•memory_session_log("Morning coffee briefing", "PRs: X, Reviews: Y, Failed: Z")
•Update state/current_work: sync open_mrs, feedback_waiting, reviews_assigned, last_coffee
•If network error (no such host): learn_tool_fix("gitlab_mr_list", "no such host", "VPN not connected", "Run vpn_connect()")
•If pipeline failures: record in learned/patterns → pipeline_failures
•skill_run("standup_summary", "{}") — chain to standup
•persona_load("developer") — restore

Key Details

•GitLab projects: automation-analytics-backend, pdf-generator, app-interface, konflux-release-data (from config)
•Jira JQL: labels = 'automation-analytics'
•Link format: slack_format → <url|text>, else [text](url)
•Network errors: Detect "no such host", "dial tcp" → suggest vpn_connect()