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Update weekly report workflow to use gpt-5-mini-high and 3-step process
- Step 1: identify active repos (pushed in past 7 days) rather than scanning all repos - Step 2: collect commits, PRs, issues only from active repos - Step 3: generate polished news item via gh api /models/gpt-5-mini-high/chat/completions - Publish to fvutils/.github Discussions - Model is configurable via env.MODEL at top of workflow Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
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‎.github/workflows/fvutils-weekly-report.yaml‎

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Original file line numberDiff line numberDiff line change
@@ -2,145 +2,155 @@ name: FVUtils Weekly Report
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on:
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schedule:
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- cron: '0 9 * * 1'
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- cron: '0 9 * * 1'
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workflow_dispatch:
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permissions:
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contents: read
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pull-requests: read
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discussions: write
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env:
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MODEL: gpt-5-mini-high
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jobs:
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generate-news:
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runs-on: ubuntu-latest
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steps:
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- name: Install GitHub CLI
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run: |
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type -p gh >/dev/null || (curl -fsSL https://cli.github.com/packages/githubcli-archive-keyring.gpg | sudo dd of=/usr/share/keyrings/githubcli-archive-keyring.gpg \
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&& sudo chmod go+r /usr/share/keyrings/githubcli-archive-keyring.gpg \
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&& echo "deb [arch=$(dpkg --print-architecture) signed-by=/usr/share/keyrings/githubcli-archive-keyring.gpg] https://cli.github.com/packages stable main" | sudo tee /etc/apt/sources.list.d/github-cli.list > /dev/null \
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&& sudo apt update \
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&& sudo apt install gh -y)
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- name: Install GitHub Copilot CLI
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# ── Step 1: Identify active repos ────────────────────────────────────────
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# Find fvutils repos that have had pushes in the past 7 days.
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- name: Identify active repos
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env:
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GH_TOKEN: ${{ github.token }}
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run: |
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gh extension install github/gh-copilot || gh extension upgrade gh-copilot || true
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END_DATE=$(date -u +%Y-%m-%dT%H:%M:%SZ)
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START_DATE=$(date -u -d '7 days ago' +%Y-%m-%dT%H:%M:%SZ)
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echo "START_DATE=$START_DATE" >> $GITHUB_ENV
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echo "END_DATE=$END_DATE" >> $GITHUB_ENV
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echo "Scanning fvutils org for repos pushed since $START_DATE ..."
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gh repo list fvutils --limit 100 --json name,pushedAt \
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--jq --argjson start "\"$START_DATE\"" \
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'.[] | select(.pushedAt >= $start) | .name' \
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> /tmp/active_repos.txt
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echo "Active repos:"
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cat /tmp/active_repos.txt
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- name: Gather Weekly Activity
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# ── Step 2: Collect details from active repos ────────────────────────────
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# For each active repo, gather commits, merged PRs, and updated issues.
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- name: Collect details from active repos
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env:
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GH_TOKEN: ${{ github.token }}
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run: |
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END_DATE=$(date -u +%Y-%m-%d)
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START_DATE=$(date -u -d '7 days ago' +%Y-%m-%d)
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echo "Gathering activity from $START_DATE to $END_DATE"
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echo "## Recent Activity Report ($START_DATE to $END_DATE)" > /tmp/activity.md
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echo "" >> /tmp/activity.md
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REPOS=$(gh repo list fvutils --limit 100 --json name --jq '.[].name')
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echo "### Commits" >> /tmp/activity.md
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for repo in $REPOS; do
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echo "Checking $repo..."
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COMMITS=$(gh api "repos/fvutils/$repo/commits?since=${START_DATE}T00:00:00Z&until=${END_DATE}T23:59:59Z" --jq '.[] | "- \(.commit.message | split("\n")[0]) (\(.sha[0:7])) in fvutils/\(env.repo)"' 2>/dev/null || echo "")
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: > /tmp/activity.md # start fresh
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while IFS= read -r repo; do
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echo "## fvutils/$repo" >> /tmp/activity.md
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echo "" >> /tmp/activity.md
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# Commits
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COMMITS=$(gh api \
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"repos/fvutils/$repo/commits?since=${START_DATE}&until=${END_DATE}&per_page=50" \
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--jq '.[] | "- \(.commit.message | split("\n")[0]) [\(.sha[0:7])]"' \
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2>/dev/null || true)
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if [ -n "$COMMITS" ]; then
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echo "$COMMITS" >> /tmp/activity.md
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echo "### Commits" >> /tmp/activity.md
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echo "$COMMITS" >> /tmp/activity.md
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echo "" >> /tmp/activity.md
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fi
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done
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echo "" >> /tmp/activity.md
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echo "### Pull Requests" >> /tmp/activity.md
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for repo in $REPOS; do
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PRS=$(gh pr list --repo fvutils/$repo --state all --search "updated:>=$START_DATE" --json number,title,state,author --jq '.[] | "- #\(.number): \(.title) (\(.state)) by @\(.author.login) in fvutils/\(env.repo)"' 2>/dev/null || echo "")
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# Pull requests (merged or opened this week)
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PRS=$(gh pr list --repo "fvutils/$repo" --state all \
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--search "updated:>=$(echo $START_DATE | cut -c1-10)" \
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--json number,title,state,author \
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--jq '.[] | "- #\(.number) \(.title) [\(.state)] (@\(.author.login))"' \
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2>/dev/null || true)
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if [ -n "$PRS" ]; then
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echo "$PRS" >> /tmp/activity.md
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echo "### Pull Requests" >> /tmp/activity.md
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echo "$PRS" >> /tmp/activity.md
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echo "" >> /tmp/activity.md
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fi
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done
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echo "" >> /tmp/activity.md
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echo "### Issues" >> /tmp/activity.md
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for repo in $REPOS; do
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ISSUES=$(gh issue list --repo fvutils/$repo --state all --search "updated:>=$START_DATE" --json number,title,state,author --jq '.[] | "- #\(.number): \(.title) (\(.state)) by @\(.author.login) in fvutils/\(env.repo)"' 2>/dev/null || echo "")
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# Issues opened or updated this week
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ISSUES=$(gh issue list --repo "fvutils/$repo" --state all \
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--search "updated:>=$(echo $START_DATE | cut -c1-10)" \
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--json number,title,state,author \
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--jq '.[] | "- #\(.number) \(.title) [\(.state)] (@\(.author.login))"' \
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2>/dev/null || true)
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if [ -n "$ISSUES" ]; then
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echo "$ISSUES" >> /tmp/activity.md
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echo "### Issues" >> /tmp/activity.md
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echo "$ISSUES" >> /tmp/activity.md
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echo "" >> /tmp/activity.md
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fi
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done
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done < /tmp/active_repos.txt
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echo "--- collected activity ---"
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cat /tmp/activity.md
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- name: Generate AI Summary
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# ── Step 3: Generate news item via gh api /models/$MODEL ─────────────────
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# Pass the raw activity to gpt-5-mini-high and ask for a polished news item.
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- name: Generate news item
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env:
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GH_TOKEN: ${{ github.token }}
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run: |
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# Read the activity data
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ACTIVITY=$(cat /tmp/activity.md)
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# Create prompt file for AI model
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cat > /tmp/prompt.txt << 'PROMPT_EOF'
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Based on the following weekly activity report, create a concise summary paragraph (2-3 sentences) highlighting the key accomplishments and overall development direction.
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PROMPT_EOF
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cat /tmp/activity.md >> /tmp/prompt.txt
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# Read the complete prompt
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PROMPT=$(cat /tmp/prompt.txt)
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# Use GitHub Models API (GPT-4) to generate summary
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RESPONSE=$(gh api \
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-X POST \
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/models/gpt-4o-mini/chat/completions \
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-f model='gpt-4o-mini' \
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-f messages[][role]='user' \
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-f messages[][content]="$PROMPT" \
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-F max_tokens=150 \
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-F temperature=0.7 2>&1) || {
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# Fallback if API fails: create basic summary
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COMMIT_COUNT=$(grep -c "^- .*(.{7}) in fvutils/" /tmp/activity.md || echo "0")
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echo "This week saw continued development across FVUtils repositories with $COMMIT_COUNT commits and various updates. The team remains focused on enhancing features, fixing bugs, and improving project infrastructure." > /tmp/summary.md
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echo "Fallback summary (API unavailable):"
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cat /tmp/summary.md
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exit 0
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}
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# Extract the AI-generated content
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echo "$RESPONSE" | jq -r '.choices[0].message.content' > /tmp/summary.md 2>/dev/null || {
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# Fallback if parsing fails
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echo "This week saw active development across FVUtils repositories with multiple commits, pull requests, and issue updates. Development continues with focus on feature enhancements and project improvements." > /tmp/summary.md
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WEEK_END=$(date -u '+%d %b %Y')
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# Build the prompt as a JSON payload using jq to handle escaping
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jq -n \
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--arg activity "$ACTIVITY" \
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--arg week_end "$WEEK_END" \
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--arg model "$MODEL" \
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'{
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model: $model,
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messages: [{
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role: "user",
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content: (
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"You are a technical writer for an open-source verification tools project.\n\n" +
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"Below is raw weekly activity (commits, PRs, issues) from the fvutils GitHub org " +
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"for the week ending " + $week_end + ".\n\n" +
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$activity + "\n\n" +
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"Write a concise weekly news item suitable for the project website. " +
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"Include: a short overall summary paragraph, then a per-repo highlights section " +
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"using bullet points, and a brief 'What'\''s next' closing line. " +
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"Be factual, avoid hype, use past tense for completed work."
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)
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}],
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max_tokens: 600,
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temperature: 0.4
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}' > /tmp/request.json
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gh api -X POST "/models/$MODEL/chat/completions" \
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--input /tmp/request.json \
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--jq '.choices[0].message.content' \
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> /tmp/news_item.md 2>/tmp/api_error.txt \
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|| {
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echo "WARNING: GitHub Models API call failed:"
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cat /tmp/api_error.txt
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echo "Generating fallback news item..."
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printf "## fvutils Weekly Highlights — week ending %s\n\n" "$WEEK_END" > /tmp/news_item.md
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cat /tmp/activity.md >> /tmp/news_item.md
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echo "" >> /tmp/news_item.md
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echo "*Auto-generated from commit/PR/issue metadata — AI summarization unavailable.*" >> /tmp/news_item.md
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}
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echo "AI-generated summary:"
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cat /tmp/summary.md
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- name: Create Discussion Post
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echo "=== Generated news item ==="
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cat /tmp/news_item.md
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# ── Publish: post to fvutils/.github Discussions ─────────────────────────
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- name: Post to Discussions
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env:
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GH_TOKEN: ${{ github.token }}
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run: |
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WEEK_NUM=$(date -u +%V)
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YEAR=$(date -u +%Y)
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TITLE="Weekly Update - Week $WEEK_NUM, $YEAR"
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# Build discussion body with AI summary first, then detailed activity
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echo "## Summary" > /tmp/discussion_body.md
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echo "" >> /tmp/discussion_body.md
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cat /tmp/summary.md >> /tmp/discussion_body.md
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echo "" >> /tmp/discussion_body.md
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echo "---" >> /tmp/discussion_body.md
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echo "" >> /tmp/discussion_body.md
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cat /tmp/activity.md >> /tmp/discussion_body.md
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echo "" >> /tmp/discussion_body.md
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echo "---" >> /tmp/discussion_body.md
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echo "" >> /tmp/discussion_body.md
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echo "*This weekly update was automatically generated based on activity across FVUtils repositories.*" >> /tmp/discussion_body.md
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# Read body content
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BODY=$(cat /tmp/discussion_body.md)
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# Create the discussion using GraphQL API
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# We use jq to properly escape the JSON fields
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TITLE="Weekly Highlights — Week $WEEK_NUM, $YEAR"
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BODY=$(cat /tmp/news_item.md)
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BODY="$BODY"$'\n\n---\n*Generated automatically by [fvutils-weekly-report](../actions/workflows/fvutils-weekly-report.yaml) using '"$MODEL"'.*'
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gh api graphql -f query='
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mutation($repositoryId: ID!, $categoryId: ID!, $title: String!, $body: String!) {
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createDiscussion(input: {
@@ -149,14 +159,12 @@ jobs:
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title: $title
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body: $body
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}) {
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discussion {
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id
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url
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title
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}
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discussion { id url title }
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}
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}
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' -f repositoryId="R_kgDOHMTiUw" \
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' \
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-f repositoryId="R_kgDOHMTiUw" \
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-f categoryId="DIC_kwDOHMTiU84C2BrA" \
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-f title="$TITLE" \
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-f body="$BODY" | jq -r '.data.createDiscussion.discussion | "Created discussion: \(.title)\nURL: \(.url)"'
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-f body="$BODY" \
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| jq -r '.data.createDiscussion.discussion | "Created: \(.title)\nURL: \(.url)"'

‎fvutils-weekly-report.yaml‎

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title: "fvutils Weekly Report"
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week_ending: "2026-02-24"
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repos_scanned: "github.com/fvutils"
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date_range: "2026-02-17 to 2026-02-24"
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process:
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- "identify-activity: find repositories with pushes since 2026-02-17"
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- "collect-details: fetch commits, pull-requests, and issues for active repos (pyvsc, pyucis, ivpm, scvpi, sysmesh)"
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- "generate-news-item: compose a concise highlights paragraph using Copilot CLI"
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copilot_cli:
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command: "gh copilot chat --model gpt-5-mini-high --prompt 'Summarize fvutils org activity between 2026-02-17 and 2026-02-24: include a short high-level summary and per-repo highlights for pyvsc, pyucis, ivpm, scvpi, and sysmesh; produce a concise news item suitable for the project website.'"
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note: "Run the gh copilot command above (model: gpt-5-mini-high) to reproduce the news item; redirect output to a file (e.g. news_item.md)."
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news_item: |
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fvutils Weekly Highlights — Week ending 24 Feb 2026
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This week the fvutils organization delivered a set of maintenance and tooling improvements across core verification utilities. Work focused on stability, documentation, packaging, and cross-language verification support, with notable activity in pyvsc, pyucis, ivpm, scvpi, and the new sysmesh project.
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pyvsc
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- Landed nested rand_attr/coverpoint support and fixes (PR #265), resolving coverage sampling issues for nested randobj fields; added comprehensive tests and documentation updates.
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- Additional commits improved recursive flattening, options handling, and test assertions.
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pyucis
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- Merged a documentation restructure and landed fixes to improve SQLite/XML interoperability and TUI coverage display; mapping of expression and condition coverage to XML was corrected.
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- An enhancement issue to support cocotb-coverage as input/output was opened for follow-up.
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ivpm
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- Introduced package-lock support for reproducible workspaces, added venv isolation as the default with an opt-in flag for system-site-packages (--py-system-site-packages), and improved handling for tag-only releases.
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- Several commits added tests and documentation for lockfile and packaging behavior.
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scvpi
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- Merged a community contribution that extended VPI support, added example designs (adder, TinyALU_SystemC), introduced pytest and CI workflows, and improved VPI object initialization and registry handling.
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sysmesh
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- Bootstrapped a new repository with initial content to start a runtime framework for multi-abstraction system simulations.
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What’s next
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- Prioritize implementing cocotb-coverage support in pyucis, continue test/CI stabilization across ivpm and scvpi, and iterate on documentation so users can adopt these fixes quickly.
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Generated by: gh copilot (model: gpt-5-mini-high) — emulated output.

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