feat: GitHub issue analysis → Teams notification workflow#339
Merged
heyitsaamir merged 12 commits intomainfrom Apr 2, 2026
Merged
feat: GitHub issue analysis → Teams notification workflow#339heyitsaamir merged 12 commits intomainfrom
heyitsaamir merged 12 commits intomainfrom
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Adds a GitHub Actions workflow that analyzes newly opened issues using the GitHub Models API (GPT-4o) and sends a rich Adaptive Card summary to a Microsoft Teams channel via proactive messaging. Supports both automatic triggers on issue open and manual dispatch with a specific issue number. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
The ubuntu-latest runner's system Python is externally managed, so uv pip install --system fails. Use a venv instead. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
When running from a fork, GITHUB_REPOSITORY points to the fork which has no issues. Use GITHUB_UPSTREAM_REPO to fetch from the upstream. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
ContainerStyle literal is lowercase ('emphasis' not 'Emphasis').
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Simpler and avoids Pydantic validation issues with card elements. Drops microsoft-teams-cards dependency. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Send two messages to Teams: 1. Adaptive Card with triage summary (category, severity, packages) 2. Markdown message with detailed action plan (root cause, files to investigate, proposed approach, estimated complexity) Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Replace the blind GPT-4o analysis call with GitHub Copilot CLI, which can actually read the codebase (grep, glob, read files) to produce a grounded action plan. GPT-4o is still used for the quick triage card. Flow: Copilot CLI analyzes repo → writes analysis to file → Python script reads it and sends both triage card + analysis to Teams. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Filter out the tool call lines (file reads, greps, globs) from the Copilot output so only the final analysis is sent to Teams. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Thread the Copilot analysis under the triage card by constructing
a thread conversation ID: {channelId};messageid={parentActivityId}
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Instead of having the Python script re-fetch issue data from the API, resolve all details in the workflow step (from event payload or gh API for workflow_dispatch) and pass them as environment variables. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
![github-advanced-security[bot]](https://avatars.githubusercontent.com/in/57789?s=60&v=4){kind=small}
Pass user-controlled issue data (title, body, labels) through env vars
instead of direct ${{ }} interpolation in shell to prevent injection.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Contributor
|
LGTM. Ship it. :) |
Contributor
|
I really like that we are using our sdk to triage our sdk lol :) |
Contributor
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Pull request overview
Adds an automated GitHub Issues triage + analysis pipeline that runs in GitHub Actions and posts results into Microsoft Teams, integrating GitHub Models for quick JSON triage and Copilot CLI for deeper repo-aware analysis.
Changes:
- Added a new GitHub Actions workflow to trigger on
issues: openedandworkflow_dispatch, run triage + Copilot analysis, then send notifications to Teams. - Added a Python script to call GitHub Models (GPT-4o) for structured triage, build an Adaptive Card, and send both the card and a follow-up message to Teams.
Reviewed changes
Copilot reviewed 2 out of 2 changed files in this pull request and generated 7 comments.
| File | Description |
|---|---|
.github/workflows/issue-analysis.yml |
Defines the end-to-end issue trigger, dependency setup, issue data extraction, Copilot CLI analysis, and script execution. |
.github/scripts/analyze_issue.py |
Implements triage via GitHub Models, Adaptive Card construction, and Teams proactive messaging. |
Use heredoc delimiters for all GITHUB_OUTPUT writes to prevent output injection from issue titles/authors containing newlines or %. Add try/except around triage JSON parsing with markdown fence extraction and a safe fallback when the model returns invalid JSON. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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Summary
workflow_dispatchfor any issue numberHow it works
Files
.github/workflows/issue-analysis.yml— workflow definition.github/scripts/analyze_issue.py— triage, card building, and Teams messagingRequired secrets
TEAMS_CLIENT_IDTEAMS_CLIENT_SECRETTEAMS_TENANT_IDTEAMS_CONVERSATION_IDCOPILOT_PATGITHUB_TOKENis automatic (provides GitHub Models API access).Test plan