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Upstream Recon

Investigate an open-source project before interacting with it — PRs, issues, or comments.

Rating
4.6 (444 reviews)
Downloads
7,061 downloads
Version
1.0.0

Overview

Investigate an open-source project before interacting with it — PRs, issues, or comments.

Complete Documentation

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Upstream Recon

Investigate a repo's culture and existing threads before interacting. Prevents duplicate issues, wasted PR effort, and uninformed comments.

Arguments: [topic-keyword]

Procedure

Use gh CLI throughout. Run independent queries in parallel.

  • Repo metadata — stars, forks, license, last push date, archived status
  • Top 10 contributors — commit counts. Is it one person with 90%+ commits?
  • Existing issues search — search open AND closed issues for the topic keyword.
Check for duplicates, prior art, and maintainer responses. Report what was found.
  • Recent 30 PRs (all states) — get the lay of the land
  • Merged PRs (last 20) — who merges them? How fast? What types get accepted?
  • Closed-without-merge PRs (last 50, filter mergedAt == null) — deep-dive
2-3 notable rejections: read comments for maintainer reasoning
  • Open PRs — how many sit with 0 reviews? For how long?
  • Topic deep-dive (if keyword given) — read comments on 2-3 most relevant
existing issues/PRs to understand maintainer sentiment and community workarounds

Analysis Dimensions

  • Governance: Solo maintainer / small team / community-driven
  • External PR reception: Welcoming / selective (bugs yes, features no) / closed shop
  • Issue responsiveness: How fast do maintainers respond to issues? Do they engage or auto-close?
  • Merge velocity: Days from open to merge for external contributors
  • Rejection patterns: Ghosted? "Building it myself"? "File issue first"? Bot auto-closed?
  • Topic overlap: Has this been attempted or discussed before? Active workarounds?

Recommendation

End the report with one of:

  • MERGE-LIKELY — project merges external feature PRs, no competing work, maintainer receptive
  • MERGE-UNLIKELY — maintainer builds features themselves, similar PRs closed/ignored, feature contradicts direction
  • FILE-ISSUE-FIRST — feature not yet discussed, maintainer is selective but responsive to issues, gauge interest before coding
  • COMMENT-ON-EXISTING — existing issue/PR already covers this, add your workaround or +1 there instead
  • DUPLICATE-EXISTS — exact issue already filed, do not create another
Include concrete next steps (e.g., "comment on #13738 with your workaround", "start with a bug fix PR to build credibility", "file an issue referencing #189", "fork and maintain independently").

Installation

Terminal bash

openclaw install upstream-recon
    
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Tags

#git_and-github

Quick Info

Category Development
Model Claude 3.5
Complexity One-Click
Author semmyt
Last Updated 3/10/2026
🚀
Optimized for
Claude 3.5
🧠

Ready to Install?

Get started with this skill in seconds

openclaw install upstream-recon