- Add Debugging & analysis section to tool catalogue (sx_trace, sx_deps, sx_build_manifest) - Update harness entry to mention multi-file and setup support - Update tool count from 35+ to 40+ - Add tool table to CLAUDE.md Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
20 KiB
Rose Ash Monorepo
Cooperative web platform: federated content, commerce, events, and media processing. Each domain runs as an independent Quart microservice with its own database, communicating via HMAC-signed internal HTTP and ActivityPub events.
S-expression files — reading and editing protocol
Never use Edit, Read, or Write on .sx or .sxc files. A hook blocks these tools on .sx/.sxc files. Use the sx-tree MCP server tools instead — they operate on the parsed tree, not raw text. Bracket errors are impossible by construction.
Before doing anything in an .sx file
- Call
sx_summariseto get a structural overview of the whole file - Call
sx_read_subtreeon the region you intend to work in - Call
sx_get_contexton specific nodes to understand their position - Call
sx_find_allto locate definitions or patterns by name - For project-wide searches, use
sx_find_across,sx_comp_list, orsx_comp_usage
Never proceed to an edit without first establishing where you are in the tree using the comprehension tools.
For every s-expression edit
Path-based (when you know the exact path):
- Call
sx_read_subtreeon the target region to confirm the correct path - Call
sx_replace_node/sx_insert_child/sx_delete_node/sx_wrap_node - Call
sx_validateto confirm structural integrity - Call
sx_read_subtreeagain on the edited region to verify the result
Pattern-based (when you can describe what to find):
sx_rename_symbol— rename all occurrences of a symbol in a filesx_replace_by_pattern— find + replace first/all nodes matching a patternsx_insert_near— insert before/after a pattern match (top-level)sx_rename_across— rename a symbol across all.sxfiles (usedry_run=truefirst)
Creating new .sx files
Use sx_write_file — it validates the source by parsing before writing. Malformed SX is rejected.
On failure
Read the error carefully. Fragment errors give the parse failure in the new source. Path errors tell you which segment was not found. Fix the specific problem and retry the tree edit. Never fall back to raw file writes.
Available MCP tools (sx-tree server)
Comprehension:
| Tool | Purpose |
|---|---|
sx_read_tree |
Annotated tree — auto-summarises large files. Params: focus (expand matching subtrees), max_depth, max_lines/offset |
sx_summarise |
Folded overview at configurable depth |
sx_read_subtree |
Expand a specific subtree by path |
sx_get_context |
Enclosing chain from root to target |
sx_find_all |
Search by pattern in one file, returns paths |
sx_get_siblings |
Siblings of a node with target marked |
sx_validate |
Structural integrity checks |
Path-based editing:
| Tool | Purpose |
|---|---|
sx_replace_node |
Replace node at path with new source |
sx_insert_child |
Insert child at index in a list |
sx_delete_node |
Remove node, siblings shift |
sx_wrap_node |
Wrap in template with _ placeholder |
Smart editing (pattern-based):
| Tool | Purpose |
|---|---|
sx_rename_symbol |
Rename all occurrences of a symbol in a file |
sx_replace_by_pattern |
Find + replace first/all nodes matching a pattern. all=true for all matches |
sx_insert_near |
Insert before/after a pattern match (top-level). position="before" or "after" |
sx_rename_across |
Rename symbol across all .sx files in a directory. dry_run=true to preview |
Project-wide:
| Tool | Purpose |
|---|---|
sx_find_across |
Search pattern across all .sx files in a directory |
sx_comp_list |
List all definitions (defcomp/defisland/defmacro/defpage/define) across files |
sx_comp_usage |
Find all uses of a component/symbol across files |
Development:
| Tool | Purpose |
|---|---|
sx_pretty_print |
Reformat an .sx file with indentation. Also used automatically by all edit tools |
sx_write_file |
Create/overwrite .sx file with parse validation |
sx_build |
Build JS bundle (target="js") or OCaml binary (target="ocaml") |
sx_test |
Run test suite (host="js" or "ocaml", full=true for extensions) |
sx_format_check |
Lint: empty bindings, missing bodies, duplicate params |
sx_macroexpand |
Evaluate expression with a file's macro definitions loaded |
sx_eval |
REPL — evaluate SX expressions in the MCP server env |
Git integration:
| Tool | Purpose |
|---|---|
sx_changed |
List .sx files changed since a ref with structural summaries |
sx_diff_branch |
Structural diff of all .sx changes on branch vs base ref |
sx_blame |
Git blame for .sx file, optionally focused on a tree path |
Test harness:
| Tool | Purpose |
|---|---|
sx_harness_eval |
Evaluate SX in a sandboxed harness with mock IO. Returns result + IO trace. Params: expr, optional mock, file, files (array), setup (SX expr run before eval) |
Analysis:
| Tool | Purpose |
|---|---|
sx_diff |
Structural diff between two .sx files (ADDED/REMOVED/CHANGED) |
sx_doc_gen |
Generate component docs from signatures across a directory |
sx_playwright |
Run Playwright browser tests for the SX docs site |
Debugging & analysis:
| Tool | Purpose |
|---|---|
sx_trace |
Step-through CEK evaluation showing symbol lookups, function calls, returns. Params: expr, optional file, max_steps |
sx_deps |
Dependency analysis — shows all free symbols in a component and where they're defined. Params: file, optional name, dir |
sx_build_manifest |
Show build contents: adapters, spec modules, primitives. Params: optional target ("js" or "ocaml") |
Deployment
- Do NOT push until explicitly told to. Pushes reload code to dev automatically.
- NEVER push to
main— pushing to main triggers a PRODUCTION deploy. Only push to main when the user explicitly requests a production deploy. Work on themacrosbranch by default; merge to main only with explicit permission.
Project Structure
blog/ # Content management, Ghost CMS sync, navigation, WYSIWYG editor
market/ # Product catalog, marketplace pages, web scraping
cart/ # Shopping cart CRUD, checkout (delegates order creation to orders)
events/ # Calendar & event management, ticketing
federation/ # ActivityPub social hub, user profiles
account/ # OAuth2 authorization server, user dashboard, membership
orders/ # Order history, SumUp payment/webhook handling, reconciliation
relations/ # (internal) Cross-domain parent/child relationship tracking
likes/ # (internal) Unified like/favourite tracking across domains
shared/ # Shared library: models, infrastructure, templates, static assets
artdag/ # Art DAG — media processing engine (separate codebase, see below)
Shared Library (shared/)
shared/
models/ # Canonical SQLAlchemy ORM models for all domains
db/ # Async session management, per-domain DB support, alembic helpers
infrastructure/ # App factory, OAuth, ActivityPub, fragments, internal auth, Jinja
services/ # Domain service implementations + DI registry
contracts/ # DTOs and service protocols
browser/ # Middleware, Redis caching, CSRF, error handlers
events/ # Activity bus + background processor (AP-shaped events)
config/ # YAML config loading (frozen/readonly)
static/ # Shared CSS, JS, images
templates/ # Base HTML layouts, partials (inherited by all apps)
Art DAG (artdag/)
Federated content-addressed DAG execution engine for distributed media processing.
artdag/
core/ # DAG engine (artdag package) — nodes, effects, analysis, planning
l1/ # L1 Celery rendering server (FastAPI + Celery + Redis + PostgreSQL)
l2/ # L2 ActivityPub registry (FastAPI + PostgreSQL)
common/ # Shared templates, middleware, models (artdag_common package)
client/ # CLI client
test/ # Integration & e2e tests
SX Language — Canonical Reference
The SX language is defined by a self-hosting specification in shared/sx/ref/. Read these files for authoritative SX semantics — they supersede any implementation detail in sx.js or Python evaluators.
Specification files
shared/sx/ref/eval.sx— Core evaluator: types, trampoline (TCO),eval-exprdispatch, special forms (if,when,cond,case,let,and,or,lambda,define,defcomp,defmacro,quasiquote), higher-order forms (map,filter,reduce,some,every?,for-each), macro expansion, function/lambda/component calling.shared/sx/ref/parser.sx— Tokenizer and parser: grammar, string escapes, dict literals{:key val}, quote sugar (`,,,,@), serializer.shared/sx/ref/primitives.sx— All ~80 built-in pure functions: arithmetic, comparison, predicates, string ops, collection ops, dict ops, format helpers, CSSX style primitives.shared/sx/ref/render.sx— Three rendering modes:render-to-html(server HTML),render-to-sx/aser(SX wire format for client),render-to-dom(browser). HTML tag registry, void elements, boolean attrs.shared/sx/ref/bootstrap_js.py— Transpiler: reads the.sxspec files and emitssx-ref.js.spec/harness.sx— Test harness: mock IO platform for testing components. Sessions, IO interception, log queries, assertions (assert-io-called,assert-io-count,assert-io-args,assert-no-io,assert-state). Extensible — new platforms add entries to the platform dict. Loaded automatically by test runners.spec/tests/test-harness.sx— Tests for the harness itself (15 tests).
Type system
number, string, boolean, nil, symbol, keyword, list, dict,
lambda, component, macro, thunk (TCO deferred eval)
Evaluation rules (from eval.sx)
- Literals (number, string, boolean, nil) — pass through
- Symbols — look up in env, then primitives, then
true/false/nil, else error - Keywords — evaluate to their string name
- Dicts — evaluate all values recursively
- Lists — dispatch on head:
- Special forms (
if,when,cond,case,let,lambda,define,defcomp,defmacro,quote,quasiquote,begin/do,set!,->) - Higher-order forms (
map,filter,reduce,some,every?,for-each,map-indexed) - Macros — expand then re-evaluate
- Function calls — evaluate head and args, then: native callable →
apply, lambda → bind params + TCO thunk, component → parse keyword args + bind params + TCO thunk
- Special forms (
Component calling convention
(defcomp ~card (&key title subtitle &rest children)
(div :class "card"
(h2 title)
(when subtitle (p subtitle))
children))
&keyparams are keyword arguments:(~card :title "Hi" :subtitle "Sub")&rest childrencaptures positional args aschildren- Component body evaluated in merged env:
closure + caller-env + bound-params
Rendering modes (from render.sx)
| Mode | Function | Expands components? | Output |
|---|---|---|---|
| HTML | render-to-html |
Yes (recursive) | HTML string |
| SX wire | aser |
No — serializes (~name ...) |
SX source text |
| DOM | render-to-dom |
Yes (recursive) | DOM nodes |
The aser (async-serialize) mode evaluates control flow and function calls but serializes HTML tags and component calls as SX source — the client renders them. This is the wire format for HTMX-like responses.
Test harness (from harness.sx)
The harness provides sandboxed testing of IO behavior. It's a spec-level facility — works on every host.
Core concepts:
- Session —
(make-harness &key platform)creates a session with mock IO operations - Interceptor —
(make-interceptor session op-name mock-fn)wraps a mock to record calls - IO log — append-only trace of every IO call. Query with
io-calls,io-call-count,io-call-args - Assertions —
assert-io-called,assert-no-io,assert-io-count,assert-io-args,assert-state
Default platform provides 30+ mock IO operations (fetch, query, action, cookies, DOM, storage, etc.) that return sensible empty values. Override per-test with :platform on make-harness.
Extensibility: New platforms add entries to the platform dict. The harness intercepts any registered operation — no harness code changes needed for new IO types.
Platform-specific test extensions live in the platform spec, not the core harness:
web/harness-web.sx— DOM assertions,simulate-click, CSS class checksweb/harness-reactive.sx— signal assertions:assert-signal-value,assert-signal-subscribers
Components ship with tests via deftest forms. Tests reference components by name or CID (:for param). Tests are independent content-addressed objects — anyone can publish tests for any component.
Platform interface
Each target (JS, Python) must provide: type inspection (type-of), constructors (make-lambda, make-component, make-macro, make-thunk), accessors, environment operations (env-has?, env-get, env-set!, env-extend, env-merge), and DOM/HTML rendering primitives.
Tech Stack
Web platform: Python 3.11+, Quart (async Flask), SQLAlchemy (asyncpg), Jinja2, HTMX, PostgreSQL, Redis, Docker Swarm, Hypercorn.
Art DAG: FastAPI, Celery, JAX (CPU/GPU), IPFS/Kubo, Pydantic.
Key Commands
Development
./dev.sh # Start all services + infra (db, redis, pgbouncer)
./dev.sh blog market # Start specific services + infra
./dev.sh --build blog # Rebuild image then start
./dev.sh down # Stop everything
./dev.sh logs blog # Tail service logs
Deployment
./deploy.sh # Auto-detect changed apps, build + push + restart
./deploy.sh blog market # Deploy specific apps
./deploy.sh --all # Deploy everything
Art DAG
cd artdag/l1 && pytest tests/ # L1 unit tests
cd artdag/core && pytest tests/ # Core unit tests
cd artdag/test && python run.py # Full integration pipeline
cd artdag/l1 && ruff check . # Lint
cd artdag/l1 && mypy app/types.py app/routers/recipes.py tests/
Architecture Patterns
Web Platform
- App factory:
create_base_app(name, context_fn, before_request_fns, domain_services_fn)inshared/infrastructure/factory.py— creates Quart app with DB, Redis, CSRF, OAuth, AP, session management - Blueprint pattern: Each blueprint exposes
register() -> Blueprint, handlers stored in_handlersdict - Per-service database: Each service has own PostgreSQL DB via PgBouncer; cross-domain data fetched via HTTP
- Alembic per-service: Each service declares
MODELSandTABLESinalembic/env.py, delegates toshared.db.alembic_env.run_alembic() - Inter-service reads:
fetch_data(service, query, params)→ GET/internal/data/{query}(HMAC-signed, 3s timeout) - Inter-service writes:
call_action(service, action, payload)→ POST/internal/actions/{action}(HMAC-signed, 5s timeout) - Inter-service AP inbox:
send_internal_activity()→ POST/internal/inbox(HMAC-signed, AP-shaped activities for cross-service writes) - Fragments: HTML fragments fetched cross-service via
fetch_fragments()for composing shared UI (nav, cart mini, auth menu) - Soft deletes: Models use
deleted_atcolumn pattern - Context processors: Each app provides its own
context_fnthat assembles template context from local DB + cross-service fragments
Auth
- Account is the OAuth2 authorization server; all other apps are OAuth clients
- Per-app first-party session cookies (Safari ITP compatible), synchronized via device ID
- Grant verification: apps check grant validity against account DB (cached in Redis)
- Silent SSO:
prompt=noneOAuth flow for automatic cross-app login - ActivityPub: RSA signatures, per-app virtual actor projections sharing same keypair
SX Rendering Pipeline
The SX system renders component trees defined in s-expressions. Canonical semantics are in shared/sx/ref/ (see "SX Language" section above). The same AST can be evaluated in different modes depending on where the server/client rendering boundary is drawn:
render_to_html(name, **kw)— server-side, produces HTML. Maps torender-to-htmlin the spec.render_to_sx(name, **kw)— server-side, produces SX wire format. Maps toaserin the spec. Component calls stay unexpanded.render_to_sx_with_env(name, env, **kw)— server-side, expands known components then serializes as SX wire format. Used by layout components that need Python context.sx_page(ctx, page_sx)— produces the full HTML shell (<!doctype html>...) with component definitions, CSS, and page SX inlined for client-side boot.
See the docstring in shared/sx/async_eval.py for the full evaluation modes table.
Service SX Directory Convention
Each service has two SX-related directories:
{service}/sx/— service-specific component definitions (.sxfiles withdefcomp). Loaded at startup byload_service_components(). These define layout components, reusable UI fragments, etc.{service}/sxc/— page definitions and Python rendering logic. Containsdefpagedefinitions (client-routed pages) and the Python functions that compose headers, layouts, and page content.
Shared components live in shared/sx/templates/ and are loaded by load_shared_components() in the app factory.
Art DAG
- 3-Phase Execution: Analyze → Plan → Execute (tasks in
artdag/l1/tasks/) - Content-Addressed: All data identified by SHA3-256 hashes or IPFS CIDs
- S-Expression Effects: Composable effect language in
artdag/l1/sexp_effects/ - Storage: Local filesystem, S3, or IPFS backends
- L1 ↔ L2: scoped JWT tokens; L2: password + OAuth SSO
Domains
| Service | Public URL | Dev Port |
|---|---|---|
| blog | blog.rose-ash.com | 8001 |
| market | market.rose-ash.com | 8002 |
| cart | cart.rose-ash.com | 8003 |
| events | events.rose-ash.com | 8004 |
| federation | federation.rose-ash.com | 8005 |
| account | account.rose-ash.com | 8006 |
| relations | (internal only) | 8008 |
| likes | (internal only) | 8009 |
| orders | orders.rose-ash.com | 8010 |
Dev Container Mounts
Dev bind mounts in docker-compose.dev.yml must mirror the Docker image's COPY paths. When adding a new directory to a service (e.g. {service}/sx/), add a corresponding volume mount (./service/sx:/app/sx) or the directory won't be visible inside the dev container. Hypercorn --reload watches for Python file changes; .sx file hot-reload is handled by reload_if_changed() in shared/sx/jinja_bridge.py.
Key Config Files
docker-compose.yml/docker-compose.dev.yml— service definitions, env vars, volumesdeploy.sh/dev.sh— deployment and development scriptsshared/infrastructure/factory.py— app factory (all services use this){service}/alembic/env.py— per-service migration config_config/app-config.yaml— runtime YAML config (mounted into containers)
Tools
- Use Context7 MCP for up-to-date library documentation
- Playwright MCP is available for browser automation/testing
Service introspection MCP (rose-ash-services)
Python-based MCP server for understanding the microservice topology. Static analysis — works without running services.
| Tool | Purpose |
|---|---|
svc_status |
Docker container status for all rose-ash services |
svc_routes |
List all HTTP routes for a service by scanning blueprints |
svc_calls |
Map inter-service calls (fetch_data/call_action/send_internal_activity/fetch_fragment) |
svc_config |
Environment variables and config for a service |
svc_models |
SQLAlchemy models, columns, relationships for a service |
svc_schema |
Live defquery/defaction manifest from a running service |
alembic_status |
Migration count and latest migration per service |
svc_logs |
Recent Docker logs for a service |
svc_start |
Start services via dev.sh |
svc_stop |
Stop all services |
svc_queries |
List all defquery definitions from queries.sx files |
svc_actions |
List all defaction definitions from actions.sx files |