yt-issue-reviewer 0.3.3

Find related issues across a YouTrack instance using self-hosted Ollama embeddings + local structural signals.

Related Issue Finder (yt-issue-reviewer)

A run-on-demand CLI that helps a team lead find related issues across a YouTrack instance — probable duplicates, issues about the same feature/root cause, and issues with overlapping subject matter worded differently — so they can be merged, recognized, and consolidated.

📖 Documentation: https://yt-issue-reviewer.readthedocs.io/

Privacy & boundaries (non-negotiable)

• Read-only against YouTrack. This tool never links, merges, tags, or closes issues.
• Self-hosted Ollama only for embeddings and optional labels. Issue content never leaves infrastructure you control; there is no third-party hosted-AI fallback.
• All YouTrack access goes through the youtrack_cli package (the yt CLI).

How it works

1. Ingest issues via yt and cache them locally in SQLite (Datasette-friendly).
2. Embed title+description via Ollama, caching vectors on (issue_id, content_hash, model) so unchanged issues are never re-embedded.
3. Score relatedness = weighted blend of semantic cosine similarity + local structural signals (shared tags, reporter overlap, temporal proximity).
4. Group high-scoring pairs into ranked groups (existing YouTrack links excluded).
5. Report ranked groups with human-readable evidence; optionally add a flag-gated, generated one-line label per group.

Quickstart

uv sync
uv run yt-issue-reviewer doctor --ollama-host http://<host>:11434
uv run yt-issue-reviewer analyze --project PROJ --state open --min-score 0.6 --db ./yir.db
uv run yt-issue-reviewer show --db ./yir.db      # re-display a stored run, offline
datasette ./yir.db                                # browse results externally

Prerequisites: uv, an authenticated youtrack-cli, and a reachable self-hosted Ollama with nomic-embed-text pulled. Full walkthrough in the quickstart.

Documentation

Full docs are hosted at https://yt-issue-reviewer.readthedocs.io/.

Doc	What it covers
Installation	Prerequisites and install
Quickstart	Zero → first analysis
CLI reference	Every command, flag, and exit code
Configuration	Env vars + config.toml with defaults
Architecture	The hybrid scoring pipeline
Privacy & security	What leaves your infra (nothing)
Releasing	Tag-driven PyPI release process
Contributing	The just check gate and PR workflow

The Markdown/RST sources live in docs/; the full spec, plan, and contracts live under specs/001-related-issue-finder/.

Development

just --list      # all developer recipes
just check       # the exact CI gate: ruff, ruff format, ty, pytest, zizmor

See CONTRIBUTING.md. Licensed under the MIT License.