This release adds 1 notable feature for engineering teams evaluating rollout.
✓ No known CVEs patched in this version
Topics
+5 more
ReleasePort's take
Moderate signalVersion v0.7.17 corrects arrow directions for paths and MCP tools in directed graphs and resolves a BFS blocking issue, among other bug‑fixes.
Why it matters: If your workflows rely on accurate graph visualizations or shortest‑path calculations, upgrade to v0.7.17 immediately; the fix prevents misleading arrows and unblocks hub destinations in traversals.
Summary
AI summaryPath and MCP arrow directions now reflect actual edge direction in directed graphs.
Changes in this release
| Type | Severity | Summary | CVE |
|---|---|---|---|
| Feature | Medium |
Adds `--backend claude-cli` option for Claude Code CLI routing without API key. Adds `--backend claude-cli` option for Claude Code CLI routing without API key. Source: llm_adapter@2026-05-21 Confidence: high |
— |
| Bugfix | Medium |
Fixes path and explain arrow direction to reflect actual edge direction in directed graphs. Fixes path and explain arrow direction to reflect actual edge direction in directed graphs. Source: llm_adapter@2026-05-21 Confidence: high |
— |
| Bugfix | Medium |
Corrects MCP arrow direction for `shortest_path` and `get_neighbors` tools. Corrects MCP arrow direction for `shortest_path` and `get_neighbors` tools. Source: llm_adapter@2026-05-21 Confidence: high |
— |
| Bugfix | Medium |
Resolves hub-transit BFS blocking issue allowing hubs as destinations in traversal. Resolves hub-transit BFS blocking issue allowing hubs as destinations in traversal. Source: llm_adapter@2026-05-21 Confidence: high |
— |
| Bugfix | Medium |
Prevents `--update` manifest from dropping previously-indexed files during incremental runs. Prevents `--update` manifest from dropping previously-indexed files during incremental runs. Source: llm_adapter@2026-05-21 Confidence: high |
— |
| Bugfix | Medium |
Fixes Bedrock CLI guard to accept AWS environment variables without `ANTHROPIC_API_KEY`. Fixes Bedrock CLI guard to accept AWS environment variables without `ANTHROPIC_API_KEY`. Source: llm_adapter@2026-05-21 Confidence: high |
— |
| Bugfix | Medium |
Renames macOS Fortran fixture from `sample.F90` to `sample_preprocessed.F90` to avoid collisions. Renames macOS Fortran fixture from `sample.F90` to `sample_preprocessed.F90` to avoid collisions. Source: llm_adapter@2026-05-21 Confidence: low |
— |
| Refactor | Medium |
Aligns `file_type` enum across prompt, schema, and synonym mapper to six shared values. Aligns `file_type` enum across prompt, schema, and synonym mapper to six shared values. Source: llm_adapter@2026-05-21 Confidence: low |
— |
Full changelog
What's new
--backend claude-cli— routes extraction through the Claude Code CLI, no API key needed, zero cost (#855/#856)- Fix path/explain arrow direction —
-->and<--now reflect actual edge direction in directed graphs (#849/#853) - Fix MCP arrow direction — same fix for
shortest_pathandget_neighborsMCP tools (#849/#853) - Fix hub-transit BFS blocking — hubs can be destinations but not transit nodes in graph traversal (#830)
- Fix
--updatemanifest shrink — incremental re-runs no longer drop previously-indexed files (#837) - Align
file_typeenum — prompt, schema, and synonym mapper all use the same 6 values (#840) - Fix Bedrock CLI guard — AWS env vars accepted even without
ANTHROPIC_API_KEY(#846) - Fix macOS Fortran fixture collision —
sample.F90→sample_preprocessed.F90(#823)
Install / upgrade
pip install -U graphifyy
# or
uv tool install graphifyy
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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
Beta — feedback welcome: [email protected]