graphify

v0.8.8 Feature

This release adds 3 notable features for engineering teams evaluating rollout.

Published 18d RAG & Retrieval

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✓ No known CVEs patched

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✓ No known CVEs patched in this version

Topics

antigravity claude-code codex gemini graphrag knowledge-graph

+5 more

leiden openclaw llm skills tree-sitter

Summary

AI summary

New graphify prs subcommand adds a dashboard and conflict detection based on codebase graphs.

Changes in this release

Type	Severity	Summary	CVE
Feature
Feature	Medium	`graphify prs --triage` AI ranks review queue by graph impact using configured LLM backend. `graphify prs --triage` AI ranks review queue by graph impact using configured LLM backend. Source: llm_adapter@2026-05-21 Confidence: high	—
Feature	Medium	Dashboard includes blast radius column per PR showing nodes and communities impacted. Dashboard includes blast radius column per PR showing nodes and communities impacted. Source: llm_adapter@2026-05-21 Confidence: high	—
Feature	Medium	`--triage` sends PR queue to configured LLM backend for ranking with suggested actions. `--triage` sends PR queue to configured LLM backend for ranking with suggested actions. Source: llm_adapter@2026-05-21 Confidence: high	—
Feature	Medium	Introduces subcommand `graphify prs` to visualize PR dashboard with codebase structure. Introduces subcommand `graphify prs` to visualize PR dashboard with codebase structure. Source: llm_adapter@2026-05-21 Confidence: low	—
Feature	Medium	`graphify prs 42` provides deep dive on a single PR, showing blast radius and communities touched. `graphify prs 42` provides deep dive on a single PR, showing blast radius and communities touched. Source: llm_adapter@2026-05-21 Confidence: low	—
Feature	Medium	`graphify prs --conflicts` flags PRs sharing graph communities to indicate merge-order risk. `graphify prs --conflicts` flags PRs sharing graph communities to indicate merge-order risk. Source: llm_adapter@2026-05-21 Confidence: low	—
Feature	Medium	`graphify prs --worktrees` displays worktree to branch to PR mapping in one view. `graphify prs --worktrees` displays worktree to branch to PR mapping in one view. Source: llm_adapter@2026-05-21 Confidence: low	—
Feature	Medium	Adds `--conflicts` view to cross open PRs against knowledge graph, flagging shared communities with labels. Adds `--conflicts` view to cross open PRs against knowledge graph, flagging shared communities with labels. Source: llm_adapter@2026-05-21 Confidence: low	—
Feature	Medium	`graphify prs --repo owner/repo` operates on any GitHub repository. `graphify prs --repo owner/repo` operates on any GitHub repository. Source: llm_adapter@2026-05-21 Confidence: low	—
Feature	Medium	Adds subcommand `graphify prs` to display a dashboard linking CI state, review decisions, and codebase structure. Adds subcommand `graphify prs` to display a dashboard linking CI state, review decisions, and codebase structure. Source: granite4.1:30b@2026-05-22-audit Confidence: low	—
Feature	Medium	`graphify prs <PR_ID>` provides detailed blast radius and communities affected by the specified PR. `graphify prs <PR_ID>` provides detailed blast radius and communities affected by the specified PR. Source: granite4.1:30b@2026-05-22-audit Confidence: low	—
Feature	Medium	`graphify prs --conflicts` identifies PRs that modify overlapping graph communities, highlighting potential merge conflicts with node labels. `graphify prs --conflicts` identifies PRs that modify overlapping graph communities, highlighting potential merge conflicts with node labels. Source: granite4.1:30b@2026-05-22-audit Confidence: low	—
Feature	Low	Adds MCP server tools `list_prs`, `get_pr_impact`, and `triage_prs` for programmatic PR queries. Adds MCP server tools `list_prs`, `get_pr_impact`, and `triage_prs` for programmatic PR queries. Source: granite4.1:30b@2026-05-21-audit Confidence: low	—
Dependency	Medium	Requires `gh` CLI authenticated for accessing PR data. Requires `gh` CLI authenticated for accessing PR data. Source: llm_adapter@2026-05-21 Confidence: low	—
Dependency	Low	Requires authenticated `gh` CLI to fetch GitHub pull request data. Requires authenticated `gh` CLI to fetch GitHub pull request data. Source: granite4.1:30b@2026-05-22-audit Confidence: low	—

Full changelog

Shipping a new subcommand today: graphify prs.

The problem it solves: no existing PR dashboard knows your codebase structure. You can see CI state and review decisions — but you cannot see that two open PRs both touch the auth community and are going to conflict at merge time. graphify prs does.

What it does

graphify prs                    # dashboard: CI state, review decision, worktree mapping
graphify prs 42                 # deep dive on one PR — blast radius, communities touched
graphify prs --conflicts        # PRs sharing graph communities → merge-order risk
graphify prs --triage           # AI ranks your review queue by graph impact
graphify prs --worktrees        # worktree → branch → PR in one view
graphify prs --repo owner/repo  # works on any GitHub repo

Graph impact

The --conflicts view crosses your open PRs against the knowledge graph. If two PRs touch the same community of nodes, they get flagged — with representative node labels so you know what that community actually is (ValidateToken, SessionStore, AuthMiddleware) rather than just "Community 3".

The dashboard shows a blast radius column per PR: 14 nodes / 3 communities. High number = review this carefully before merging.

Triage

--triage sends your PR queue to whatever LLM backend you have configured and gets a ranked list with one action per PR. Auto-detects from your env: claude → kimi → openai → gemini → claude-cli → ollama. Override with GRAPHIFY_TRIAGE_BACKEND.

MCP

Three new tools on the MCP server: list_prs, get_pr_impact, triage_prs. Your agent can now query PR state the same way it queries the graph.

Install

pip install --upgrade graphifyy

No new required dependencies. Requires gh CLI authenticated for PR data.

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About graphify

AI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, OpenClaw, Factory Droid, Trae). Turn any folder of code, docs, papers, images, videos, or YouTube links into a queryable knowledge graph

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Related context

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Earlier breaking changes

v0.8.18 Breaks Java `extends` edges; they are renamed to `inherits`. Update queries filtering on `relation="extends"` for Java nodes.