Astro
ExploreDocsBlog
astro-aiastro-ai
github-issue-scorer

github-issue-scorer

githubtriagesentiment-analysisslackproduct-managementopenaiissues
Deploy this agent
Details
Visibility
public
Deploys
0
Build Number
580443a7
Updated
Jun 2, 2026
Contributors
Rodric Rabbah
Rodric Rabbah@rrabbah
Repository
astropods/agents/github-issue-scorer
Integrations
GitHubOpenAI
Capabilities
Fetch and analyse up to 50 open GitHub issues in a single run
Score each issue HIGH, MEDIUM, or LOW priority using GPT-4o mini
Detect user sentiment: frustration, urgency, neutral, or positive
Surface competitor mentions and user-reported workarounds
More blueprints
github-oauth-agent

github-oauth-agent

1 deploy•rrabbah

youtube-comment-analyzer

youtube-comment-analyzer

0 deploys•astro-ai

github-issue-analyzer

github-issue-analyzer

17 deploys•simon

AGENT.md

GitHub Issue Scorer

Your backlog is full of open issues and you don't know where to start. GitHub Issue Scorer reads every issue — body and all comments — then uses GPT-4o mini to rank them by priority, surface frustrated users, flag competitor mentions, and collect workarounds your community already found. Results arrive sorted high to low, whether you're using the web chat or Slack adapter.

Usage

Send a message:

MessageEffect
owner/repoAnalyse top 5 open issues
owner/repo 20Analyse top 20 open issues (max 50)
owner/repo#123Analyse a single issue

Examples:

  • "pallets/flask" — score the 5 most recent open issues in Flask
  • "vercel/next.js 15" — deep-dive the top 15 Next.js issues
  • "rails/rails#50234" — analyse one specific Rails issue

What the report includes

For each issue:

  • Priority — HIGH, MEDIUM, or LOW with a one-sentence justification
  • Sentiment — FRUSTRATION, URGENCY, NEUTRAL, or POSITIVE with details
  • Summary — 2-3 sentence description of the bug or request
  • Reactions — upvotes, total reactions, comment count
  • Competitor mentions — other tools users compared against (if any)
  • Workarounds — solutions users found themselves (if any)

Issues are sorted high to low in the final report.

Priority definitions

PriorityCriteria
HIGHSecurity vulnerability, data loss, crash, or blocker
MEDIUMSignificant bug, degraded UX, or important feature request
LOWMinor bug, cosmetic issue, nice-to-have, or question

Slack integration

The agent supports both the web and Slack adapters. At deploy time, choose which adapter(s) to enable — the Slack adapter handles authentication and message delivery automatically, no extra configuration needed in the agent itself.

Environment variables

VariableDescription
OPENAI_API_KEYAuto-injected by Astropods
GITHUB_TOKENAuto-injected by Astropods GitHub integration

Limitations

  • Analyses open issues only; closed issues and pull requests are excluded.
  • Analysis is capped at 50 issues per run to stay within token limits.
  • Comment bodies are truncated at 500 characters each; very long comment threads may lose detail.
  • Requires a GitHub token with at least read access to the target repository.
  • The full report is returned once all issues are processed; per-issue progress is not streamed.