engineer-snapshot

name	engineer-snapshot
description	Generate an engineer activity snapshot showing active JIRA issues with days open, blocked work, upstream PRs awaiting review, recently merged PRs, and open action items from 1:1 notes. Requires a team config YAML file. Use when the user asks to review an engineer's status, check someone's workload, or prepare for a 1:1.
argument-hint	<engineer-name> --config <path> [--jira-days N] [--github-days N]
allowed-tools	Bash, Read
user-invocable	true
metadata	{"author":"aipcc-pytorch","version":"1.0","tags":"reporting, jira, github, 1-on-1, engineer-management"}

Engineer Snapshot

Generate a per-engineer activity snapshot combining JIRA issues, GitHub PR activity, and open action items from 1:1 notes.

Prerequisites

• acli must be installed and authenticated (acli jira auth)
• gh CLI must be installed and authenticated (gh auth login)
• jq and yq must be installed and available in PATH
• A team config YAML file (see Config Format below)

Config Format

Create a YAML file with your team's details (same format as team-weekly-report):

team:
  name: "My Team"
  jira:
    url: "https://mycompany.atlassian.net"
    project: "PROJ"
    component: "MyComponent"  # optional
  github:
    repositories:
      - "org/repo1"
      - "org/repo2"
  members:
    - name: "Engineer One"
      jira_username: "712020:account-id-here"
      github_username: "eng1"
      notes_file: "notes/engineer_one.md"  # optional
defaults:
  jira_lookback_days: 7
  github_lookback_days: 7
  stale_threshold_days: 7

Implementation

Step 1: Parse Arguments

Parse $ARGUMENTS for:

• Engineer name (required): first positional argument
• --config PATH (required): path to team config YAML
• --jira-days N (optional): JIRA lookback for stale threshold
• --github-days N (optional): GitHub lookback for merged PRs

If the engineer name is missing, ask:

"Which engineer should I generate a snapshot for?"

If --config is missing, ask:

"Which team config file should I use? Provide the path to your YAML config file."

Step 2: Load Config

Read the config file to extract the engineer's details:

• github_username — needed for GitHub PR queries
• notes_file — path to 1:1 notes (if configured)
• team.github.repositories — repos to search for PRs
• defaults.github_lookback_days — fallback for --github-days

Step 3: Fetch JIRA Data

Run the JIRA fetch script to get active and blocked issues:

"${CLAUDE_SKILL_DIR}/scripts/fetch_engineer_jira.sh" \
  --config <CONFIG_PATH> \
  --engineer "<ENGINEER_NAME>"

The script outputs JSON with active_issues and blocked_issues arrays. Each issue includes a days_open field showing how many days since creation. Capture the full JSON output.

Step 4: Fetch Upstream PRs Open for Review

For each repository in the config, query for the engineer's open PRs using the gh CLI:

gh search prs \
  --author=<GITHUB_USERNAME> \
  --repo=<REPO> \
  --state=open \
  --json number,title,url,createdAt,updatedAt \
  --limit 50

Run this command once per repository. Collect all results.

Step 5: Fetch Upstream PRs Merged Recently

For each repository, query for recently merged PRs. Use --github-days N if provided, otherwise use the defaults.github_lookback_days value from config (fallback: 7):

gh search prs \
  --author=<GITHUB_USERNAME> \
  --repo=<REPO> \
  --merged \
  --json number,title,url,createdAt,mergedAt \
  --limit 50 \
  -- "merged:>=<CUTOFF_DATE>"

Where <CUTOFF_DATE> is today minus the lookback days in YYYY-MM-DD format. Run once per repository.

Step 6: Read 1:1 Notes

If the engineer has a notes_file configured in the team config, read it using the Read tool. Look for open action items by searching for:

• Unchecked markdown checkboxes: - [ ]

• Sections titled "Action Items", "Follow-ups", or "TODO"

If no notes_file is configured, skip this step and note it in the output.

Step 7: Produce the Snapshot

Combine all collected data and produce the snapshot in the format below. Base everything on actual data — do not assume or invent.

For each active JIRA issue, calculate the age by comparing days_open to today. Flag issues that are significantly older than the team average.

Output Format

# Engineer Snapshot — <Engineer Name>

**Generated:** <current_date>
**Active Issues:** <count> | **Blocked:** <count> | **Open PRs:** <count>

## Active JIRA Issues

| Key | Summary | Status | Days Open | Priority |
|-----|---------|--------|-----------|----------|
[List all active issues sorted by days-open descending.
Flag issues open > 14 days with a warning indicator.]

## Blocked Issues

| Key | Summary | Days Open | Priority |
|-----|---------|-----------|----------|
[List blocked issues. If none: "No blocked issues."]

## Upstream PRs Awaiting Review

| Repo | PR | Title | Age (days) |
|------|----|-------|------------|
[List open PRs with age = days since created.
Flag PRs waiting > 7 days.]

If none: "No open PRs."

## Recently Merged PRs (Last N Days)

| Repo | PR | Title | Merged |
|------|----|-------|--------|
[List merged PRs with merge date.]

If none: "No PRs merged in this period."

## Open Action Items from 1:1 Notes

[List unchecked action items from the notes file.
If no notes file configured: "No 1:1 notes file configured."
If no open items found: "All action items are completed."]

## Suggested Talking Points

[Based on the data above, suggest 3-5 talking points for a 1:1:]

- [Accomplishments to recognize — recently closed issues or merged PRs]
- [Stale or aging work — issues open significantly longer than average]
- [Blocked work requiring escalation or support]
- [PRs waiting for review that may need attention]
- [Follow-up on open action items from previous 1:1]

Error Handling

• Engineer not found in config: List available team members
• Missing config file: Ask the user for the path
• acli not authenticated: Tell user to run acli jira auth
• gh not authenticated: Tell user to run gh auth login
• Script errors: Display stderr and suggest checking credentials
• No notes file: Skip notes section, note in output
• No GitHub username: Skip PR sections, note in output

Examples

Basic Usage

User: /engineer-snapshot "Engineer One" --config ~/team-config.yaml
Assistant: [Runs JIRA script, gh queries, reads notes, produces snapshot]

Custom Lookback

User: /engineer-snapshot "Engineer One" --config ~/team-config.yaml --github-days 14
Assistant: [Produces snapshot with merged PRs from last 14 days]

Context Detection

User: How is Engineer One doing? Can you give me a snapshot?
Assistant: I'll generate an engineer snapshot. Which config file should I use?