Loadpath

Local load-path inspection for Django + React pull requests. A change is a force: Loadpath traces where that force travels until it hits a sink (HTTP, UI, Celery/Dramatiq, migration, permission), then scores whether you have enough evidence to merge.

It is a CLI, a local desktop UI, a GitHub Action merge gate, and an MCP server you can point Cursor at. Not a SaaS. Not a hunk-comment bot.

Loadpath: MEDIUM — Invoice.total field change
Sinks: GET/POST /api/invoices/{id}; Celery send_invoice_email, apply_credit; Dramatiq rebuild_ledger; React InvoicePage + InvoiceForm
Tests: pytest hits serializer and view; no RTL test on InvoiceForm
Architecture: stays inside billing
Residual: total also formatted in a Signal update_ledger — no test
Suggested reviewers: billing-team

On the demo monorepo that path is:

Invoice.total → InvoiceSerializer → InvoiceViewSet → /api/invoices/{id} → OpenAPI → fetch → useInvoice → InvoicePage → InvoiceForm / Zod

plus the jobs the view enqueues (send_invoice_email.delay, rebuild_ledger.send).

What it does

Indexes a Django + React repo into a typed architecture graph (AST overlay, not an import graph).
Reviews a git range against that graph: sinks, tests, contract drift, auth, suggested reviewers.
Shows the same walk in a local UI (2D map, optional 3D when WebGL is available).
Optionally upserts one PR comment (updated in place) and fails CI on architecture blockers.
Speaks MCP so an editor can ask for the brief without dumping the full graph.

What it does not do

Not a general reviewer bot. It does not comment every hunk, suggest nits, or replace human review.
Not a SaaS. Nothing is uploaded. Tokens stay in ~/.loadpath/ on the machine that runs Loadpath.
Not a linter, SAST scanner, or test runner. It does not execute your app or your test suite.
Not a generic call graph. Other stacks (Rails, JVM, …) are out of scope. FastAPI / GraphQL / HTMX are overlays inside a Django+React repo, not standalone products.
Not a runtime tracer. Edges come from extractors (AST, OpenAPI, generated clients). Dashed edges are inferred.
Not CodeScene / django-orm-lens / SCIP. Churn and N+1 heuristics are scored on the load path only.

MIT. See LICENSE. Conduct: CODE_OF_CONDUCT.md. Vulnerabilities: SECURITY.md.

Requirements

Python 3.12+
Node 22+ (to build the UI; the served app is static files)
Git
A Django + React repo (or the bundled demo)

Install

Clone and install from source (there is no PyPI package yet):

git clone https://github.com/Modsofthenation/PR-Reviewer.git
cd PR-Reviewer
python3 -m venv .venv
source .venv/bin/activate          # Windows: .venv\Scripts\activate
pip install -e ".[dev]"
cd ui && npm install && npm run build && cd ..
loadpath --help

python -m playwright install chromium is optional (UI screenshot tests only).

Quick start (demo)

The fixture at fixtures/demo_monorepo is not a git repo. Copy it and make two commits so HEAD~1…HEAD is a real range:

cp -R fixtures/demo_monorepo /tmp/acme-billing
cd /tmp/acme-billing
git init -b main
git add -A && git commit -m "baseline"
python3 - <<'PY'
from pathlib import Path
p = Path("backend/billing/serializers.py")
p.write_text(p.read_text().replace(
    'fields = ["id", "customer_id", "total", "status"]',
    'fields = ["id", "customer_id", "total", "status"]\n        extra_kwargs = {"total": {"required": True}}',
))
PY
git add -A && git commit -m "tighten Invoice.total contract"

loadpath index /tmp/acme-billing
loadpath review /tmp/acme-billing --base HEAD~1 --head HEAD
loadpath serve --open

Point the UI at /tmp/acme-billing (or pick it in the repo explorer). Default range is HEAD~1…HEAD.

Flow: index builds the graph → architecture surveys the repo → review walks a git range. The app mirrors this: Index, Architecture, Review.

Run

CLI

loadpath init /path/to/repo                 # draft loadpath.yml (never overwrites)
loadpath index /path/to/repo                # SQLite graph at .loadpath/graph.sqlite3
loadpath architecture /path/to/repo
loadpath review /path/to/repo --base HEAD~1 --head HEAD
loadpath review /path/to/repo --base origin/main --head HEAD --no-reindex
loadpath review /path/to/repo --dirty       # include the working tree
loadpath review /path/to/repo --fail-on blocker   # never | blocker | low | medium
loadpath whatif /path/to/repo django.field:billing.Invoice.total
loadpath serve --port 7345                  # UI + API + MCP /mcp
loadpath mcp                                # stdio MCP for Cursor (no OAuth)

Put loadpath.yml at the repo root (see loadpath.yml.example).

Local UI

loadpath serve binds 127.0.0.1:7345 and opens the app. Icon rail, merge-box confidence, inspectable graph. Copy markdown, save HTML, or post one PR comment from Review.

Keyboard: 1–5 tabs. ⌘/Ctrl+K command palette. j/k read-order. ⌘/Ctrl+Enter runs a review (outside Settings / Pull requests).

GitHub Action merge gate

permissions:
  contents: read
  pull-requests: write   # only needed when comment: true
jobs:
  loadpath:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
        with:
          fetch-depth: 0
      - uses: Modsofthenation/PR-Reviewer@main
        with:
          fail-on: blocker   # never | blocker | low | medium
          comment: true

Indexes the checkout, reviews origin/$GITHUB_BASE_REF...HEAD, optionally upserts the brief, fails on architecture blockers (or on low/medium confidence if you ask).

Outputs: level, passed, title, contract_break (none | additive | breaking | drift).

CLI equivalent: loadpath review . --fail-on blocker --comment --provider github --pr $N --repo $SLUG.

MCP (Cursor, Claude, ChatGPT, Gemini)

Local stdio — ~/.cursor/mcp.json or project .cursor/mcp.json:

{
  "mcpServers": {
    "loadpath": {
      "command": "loadpath",
      "args": ["mcp"]
    }
  }
}

HTTP + OAuth — loadpath serve exposes Streamable HTTP MCP at /mcp. Cloud hosts need HTTPS. Set --public-url when tunneling, and --oauth-pin so random clients cannot approve themselves:

loadpath serve --host 0.0.0.0 --port 7345 --public-url https://your-tunnel.example --oauth-pin 123456

The UI remains on http://127.0.0.1:7345. The tunnel is for MCP only. First connect opens a consent page on this machine.

Tools: list_workspaces, init_repo, index_repo, architecture, review, detect_repo, list_pull_requests, list_remote_repositories, post_review_comment, what_if, review_pull_request, load_path_marks, list_reviews, save_config. review returns the brief — not hunk comments. load_path_marks feeds the Cursor/VS Code gutter in editors/vscode.

Desktop app (Windows, macOS, Linux)

Electron wraps the same local server. Tokens still live in ~/.loadpath/settings.json.

pip install -e .
cd ui && npm install && npm run build && cd ..
cd desktop && npm install && npm start

Requires Python 3.12+ on PATH (python on Windows, python3 elsewhere), or LOADPATH_PYTHON.

Installers: GitHub → Releases (Linux AppImage/.deb, Windows NSIS, macOS unsigned .dmg/.zip). Push a vX.Y.Z tag to publish, or Actions → Desktop builds → Run workflow for a one-off build. Gatekeeper needs right-click → Open on macOS.

Security

Default bind is loopback. /api/* except /api/health rejects non-local Origin/Host (settings, filesystem browse, review, PR comments, AI).
SCM OAuth, tokens, and indexes stay in ~/.loadpath/ (0700 / 0600).
Do not set LOADPATH_OAUTH_AUTO_APPROVE=1 outside tests.
Report vulnerabilities privately: SECURITY.md.

The app

Until a repo is indexed and a range is walked, Review is an onboarding card.

Node inspector — click a node: what it is, what feeds it, what it calls.

Architecture — full typed graph plus loadpath.yml contexts. Findings here are repo-wide; review scopes them to the change.

Impact graph — This review vs Indexed architecture. Dashed edges are inferred; solid edges are extracted. 2D is the default. 3D uses the same layouts with bounded context on the depth axis when WebGL is available.

Pull requests — GitHub, GitLab, Bitbucket via Sign in (OAuth) or a token. GitHub Enterprise and self-hosted GitLab take a host in Settings. Review this PR fetches refs into a local clone. Sign-in and repo listing are loopback-only.

Repo explorer — pick a project root. Loadpath remembers recent workspaces.

Settings — 24 themes; GitHub device flow (repo read:user read:org); GitLab / Bitbucket authorization-code (callback http://127.0.0.1:7345/api/oauth/<gitlab|bitbucket>/callback); AI providers (Anthropic, OpenAI, Grok/xAI, DeepSeek, Cursor-compatible, Ollama) for residual uncertainty only.

Set LOADPATH_GITHUB_CLIENT_ID (enable Device Flow on the OAuth App) or paste the client ID in Settings. GitLab/Bitbucket: LOADPATH_*_CLIENT_ID / LOADPATH_*_CLIENT_SECRET.

MCP consent — HTTP MCP does not silently grant access. Tokens in ~/.loadpath/oauth.json.

Watch the working tree to re-walk on save. Click a node → What if this changes to walk sinks with no git range. Isolate path to sinks filters the current map.

Themes

Default is Obsidian. Nine of the twenty-four palettes:

Obsidian	Nord	Neon noir
Synthwave	Phosphor	Paper
Sakura	Citrus	High contrast

Also shipping: Solarized Dark/Light, Forest, Rose Pine, Midnight Amber, Volcano, Lavender, Aurora, Biolume, Carbon, Seafoam, Peach Fuzz, Cotton Candy, Clear Sky, Coral Reef.

Django support

AST is the default extractor. It is a framework overlay, not an import graph.

Surface	What Loadpath extracts
Models	Fields, FK / M2M / O2O, `on_delete`, string refs as residuals
Serializers	`Meta.fields` / `exclude`, nested serializers, `SerializerMethodField`, `serializes` edges
Views	DRF ViewSets / APIViews, `serializer_class`, `permission_classes`, `get_queryset`, …
Function views	`@api_view`, `@login_required`, `@csrf_exempt`, …
Django Ninja	`@router.get/post/…`, `Schema` / `ModelSchema`
FastAPI (same repo)	`@app.get/post/…` and Pydantic `BaseModel` — only when the file imports FastAPI
GraphQL	Strawberry / Graphene; client `gql` documents stitch by operation name
Channels	`WebsocketConsumer` and websocket routes
Templates + HTMX	`{% url %}`, `hx-get/post/…` stitched to Django routes
Cache / flags / on_commit	`cache.get/set`, waffle-style flags, `transaction.on_commit` as sinks
URLs	`path` / `re_path`, DRF routers, `include()` composition
Signals	`@receiver`, `signal.connect()` residual
Management commands	`BaseCommand` + enqueue edges
Migrations	`CreateModel` / `AddField` / `RemoveField` / `DeleteModel` / `RunPython`
Tests	`test_*` as `tested_by`
Celery	`@shared_task` / `@app.task`, `.delay(` / `.apply_async(`, canvas residual, beat schedule
Dramatiq	`@dramatiq.actor`, `.send(` / `.send_with_options(`

Call-site placeholders do not overwrite the actor definition’s file.

celery_tasks_must_be_idempotent_on_model_pk (alias async_tasks_must_be_idempotent_on_model_pk) warns when a task takes a full object payload instead of pk / *_id.

Optional boot_django: true in loadpath.yml imports Django for live _meta. Leave it false in CI unless the fixture is bootable. Failures become residuals; the AST graph still stands.

React + stitch

React: react-router, Next.js App/Pages Router, Server Actions, TanStack Query, RTK Query, openapi-fetch, tRPC, ts-rest, Zod, GraphQL codegen, RTL / Playwright / Cypress as tested_by.

Stitch: OpenAPI from Spectacular/schema files; generated clients as high-confidence consumed_by_client; HTMX and e2e visits match routes; URL-template / Zod overlap marked inferred.

Frontend roots prefer frontend/src, frontend, web/src, client/src, ui/src — not a Python package src/. app/ is a Django root candidate.

Architecture rules (`loadpath.yml`)

Rule	Meaning
`views_cannot_import_other_context_models`	A billing view must not import `accounts.UserProfile`
`react_feature_may_only_call_own_or_shared_api`	Billing UI may not `fetch('/api/me')`
`serializers_are_the_only_published_contract`	Zod/form fields must not drift from the serializer
`no_queryset_in_serializer`	Serializers must not run querysets
`celery_tasks_must_be_idempotent_on_model_pk`	Celery and Dramatiq tasks take a model pk
`queryset_nplusone`	Loops over querysets that touch related objects need `select_related` / `prefetch_related`
`queryset_missing_index`	`.filter()` / `.order_by()` on a field with no `db_index` / `unique`
`cascade_crosses_context`	`on_delete=CASCADE` must not blast into another bounded context
`migration_blast_radius`	`RemoveField` / `DeleteModel` still referenced by the typed graph
`leaked_seam`	A view queries a model past a query module that already exists in the same context
`tests_bypass_interface`	Tests hit internals while the published route or page seam is untested

Waivers live under waivers:. Reviewers are the owners of bounded contexts on the impact subgraph.

Review also scores depth on the impact path (module, interface, seam, leverage, locality) and a churn & coupling slice of git history scoped to impact files.

Impact walk skips permission/app/context hubs, does not climb renders into the App shell, and does not follow cross-context relates_to.

How confidence is scored

Line coverage on changed files is the wrong metric. Loadpath scores the impact subgraph:

Signal	High	Low
Tests	Sinks in the radius are hit by tests that still reach the changed symbol	Serializer changed, tests only on the view happy path
Contract	OpenAPI/client types track the serializer	React path/Zod field still old
Architecture	No new cross-context edges; published seams hold	`crosses_context` or a leaked queryset seam
Graph	Resolved edges	Many inferred/dynamic edges

high / medium / low plus three reasons. Isolated leaf UI with green tests and no rule hits is loadpath:low-risk. Auth is first-class (permission_classes, get_queryset, ungated websockets). Contract diffs are additive, breaking, or drift.

Tests

pytest
cd ui && npm test
node --test desktop/*.test.mjs

Suite	What it covers
`tests/unit/`	Extractors, rules, stitch, SCM/AI providers, loopback API
`tests/integration/test_review_vertical_slice.py`	Serializer field change reaches InvoicePage/Zod, not MePage
`tests/e2e/test_cli_review.py`	`index` / `architecture` / `review` markdown, JSON, HTML
`tests/e2e/test_api_flow.py`	health, index, architecture, review, graph, settings, PRs
`tests/e2e/test_mcp_oauth.py`	OAuth metadata/DCR/PKCE, consent, MCP `review`
`tests/e2e/test_ui_screenshots.py`	Playwright screenshots (`LOADPATH_SCREENSHOT_DIR=docs/screenshots` to regenerate)
`desktop/*.test.mjs`	Electron sidecar, health-wait, external-URL allowlist

See CONTRIBUTING.md for screenshot regeneration, Vite, and the editor extension.

Demo fixture

fixtures/demo_monorepo is a billing/identity split: DRF ViewSet, FBV, Ninja, FastAPI sidecar, Strawberry + Graphene, Channels, HTMX, Celery + Dramatiq, React InvoicePage/Zod.

License

MIT. See LICENSE.

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Loadpath

What it does

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Requirements

Install

Quick start (demo)

Run

CLI

Local UI

GitHub Action merge gate

MCP (Cursor, Claude, ChatGPT, Gemini)

Desktop app (Windows, macOS, Linux)

Security

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Name		Name	Last commit message	Last commit date
.github		.github
desktop		desktop
docs/screenshots		docs/screenshots
editors/vscode		editors/vscode
fixtures/demo_monorepo		fixtures/demo_monorepo
packaging		packaging
src/loadpath		src/loadpath
tests		tests
ui		ui
.gitignore		.gitignore
CODE_OF_CONDUCT.md		CODE_OF_CONDUCT.md
CONTRIBUTING.md		CONTRIBUTING.md
LICENSE		LICENSE
README.md		README.md
SECURITY.md		SECURITY.md
action.yml		action.yml
loadpath.yml.example		loadpath.yml.example
pyproject.toml		pyproject.toml

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Loadpath

What it does

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Install

Quick start (demo)

Run

CLI

Local UI

GitHub Action merge gate

MCP (Cursor, Claude, ChatGPT, Gemini)

Desktop app (Windows, macOS, Linux)

Security

The app

Themes

Django support

React + stitch

Architecture rules (loadpath.yml)

How confidence is scored

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Architecture rules (`loadpath.yml`)