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Keystone Graph Review Intelligence

Reviewer routing and knowledge risk on FalkorDB

Connected
⚡ FastMCP
Repository
pydantic/pydantic
GitHub: Connected Ingestion: In Progress Analysis: Ready Graph: Fresh
Last Synced —
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1. PRs on GitHub (Universe)
— discovered
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2. PRs Ingested in Graph
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3. In Active Analysis Window
Last 90 days
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4. Showing PRs · Page —
— matching filters
Active Repository
pydantic/pydantic
Graph Provenance
Checking...
Centrality Status
Precomputed

Pull Request Selection

Ready
Page 1

PR Metadata

Merged
#13997: Support explicit by_alias
Author: contributor
Files changed: 0
Lines added: +0
Lines deleted: -0
Merged: -
🎯

Reviewer Recommendation Training Scope

Partial Coverage
Reviewer recommendation based on: 1,875 analysis-ready PRs · 4,320 review relationships · Last 90 days · Coverage: partial
⚠️ Recommendation confidence is limited because only 7.0% of the repository's discovered PR history has been ingested.
Recommended Reviewer

@loading...

Graph-determined optimal reviewer for changed files

-- Score
Shared Files -
Recent Reviews -
Coverage -
Last Activity -

Why this reviewer was chosen:

  • ✓ Analyzing review history...
Secondary / Cross-Training Reviewer

@candidate

Alternative reviewer recommended for knowledge distribution

-- Score

Knowledge Risk & Blast Radius

Standard Change
No risk flags detected.

Action Approval Gate

Human-in-the-Loop
Next Step: Review Keystone's graph-scored recommendation, then select a dispatch mode below to record or request the review.
Action: Request Review from @candidate