pr-genius
Pre-submission PR evaluation advisor and outbound PR monitor powered by open-source anti-pattern knowledge and FastMCP.
Install
No clear install command was found in the current repository evidence.
Plugin Overview & Capabilities
AI-assisted organization based on the public repository snapshot. The content must be grounded in source evidence and does not replace compatibility or security verification.
Key Capabilities
- Pre-submission PR analysis evaluating merge probability and failure risks against structured repo profiles
- Go/no-go PR coaching and policy preflight checks (pass/fail triage)
- Knowledge matching across 900+ curated anti-patterns and success patterns
- Outbound PR status heartbeat tracking across external repositories (rebases, CI failures, stale reviews)
- Five DSH UI integration surfaces including sidebar dashboard, conversation view, right panel, settings, and /prgenius slash command
Useful For
- Evaluating proposed pull request titles, descriptions, and diff stats before submission to open-source repositories
- Monitoring existing submitted PRs across multiple repositories for CI breaks or rebase needs directly from DSH
- Assisting repository maintainers with automated triage recommendations on incoming PRs
Who It Fits
- Open-source contributors
- Software development teams
- Open-source project maintainers
- AI-assisted coding agent operators
Documented Limitations
- Relies on a local or remote Python prgenius-core FastMCP backend for core analysis logic
- Success pattern dataset serves as reference/retrieval and is not yet wired directly into scoring
- Requires diff statistics (git diff --stat) for full impact and PR-size evaluation
DSH Compatibility
Version-specific runtime evidence collected by DSH Plugin. A missing result means we have not tested that combination yet.
Security Signals
Objective signals discovered from package metadata and source inspection. These are not a guarantee that a plugin is safe.
package.json declares 1 runtime, 18 development, 3 peer, and 0 optional dependencies.
package.json declares DSH bundle metadata.
GitHub reports the repository license as MIT.
A root package.json was captured and can be inspected by the registry.
Public GitHub source metadata is available for this registry snapshot.
Source & Registry Notes
Public provenance, Registry classification, and the latest source check for this entry, kept separate from runtime verification.
- Source repository
- zsxh1990/pr-genius
- Registry source
- GitHub · dsh-plugin topic
- Registry classification
- Plugin
- Source checked
- 29268b2 · 2026-10-15
This project is independently indexed from public source information. DSH Plugin is not affiliated with DeepSeek or the plugin author. Always check the author repository before installation.
Repository Activity
- GitHub stars
- 3GitHub stars
- Forks
- 1
- Open issues
- 3
- Last commit
- 2026-10-15
- Last release
- 2026-10-03
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