pipelineApp

Imported from thoughtpivot/silc (examples/core/pipelineApp/AGENTS.md). Install upstream with npx skills add thoughtpivot/silc --skill pipelineApp. Copyright stays with the author.

Silc project guidance for AI tools

This directory is a Silc 0.6.0 project. Silc (said like “silk”) is an independent intent language with a Raku-inspired surface and a local Rust compiler. Edit .silc source only (not .raku / .sil).

Never hand-edit .runtime/ or .silc/runtimes.lock.json. Those are compiler-owned outputs.

Engines are owned by Silc

Silc provisions pinned Bun, CPython, and Go into ~/.silc/runtimes/ and writes .silc/runtimes.lock.json. Do not install, choose, or configure those engines. Do not invent package.json, Vite, Cargo workers, or Go modules for application code.

.runtime/ holds generated workers, IPC, SQLite data, UI bundles, and logs.

Authoritative docs

• ADR index: https://github.com/thoughtpivot/silc/blob/main/docs/ADR-INDEX.md
• Surface syntax: https://github.com/thoughtpivot/silc/blob/main/docs/ADR-002-silc-surface-syntax.md
• Pipeline feeds (==>): https://github.com/thoughtpivot/silc/blob/main/docs/ADR-007-pipeline-feeds.md
• Declarative UI: https://github.com/thoughtpivot/silc/blob/main/docs/ADR-003-declarative-ui.md
• Synthesized runtime (ADR-009): https://github.com/thoughtpivot/silc/blob/main/docs/ADR-009-compiler-synthesized-runtime.md
• Local LLM: https://github.com/thoughtpivot/silc/blob/main/docs/ADR-005-local-llm-complete.md
• Scrape: https://github.com/thoughtpivot/silc/blob/main/docs/ADR-006-scrape-namespace.md
• Document extract: https://github.com/thoughtpivot/silc/blob/main/docs/ADR-011-document-extract.md
• Tensor / MiniLM: https://github.com/thoughtpivot/silc/blob/main/docs/ADR-010-tensor-minilm-pipeline.md
• Architecture: https://github.com/thoughtpivot/silc/blob/main/docs/ARCHITECTURE.md
• Examples: https://github.com/thoughtpivot/silc/tree/main/examples

Workflow

silc init myapp
cd myapp
silc build main.silc          # compile + validate
silc main.silc                # web by default
silc main.silc --terminal     # also attach OpenTUI (+ telnet fallback)
silc main.silc | pbcopy       # a loop command: run once, result on stdout, exit

Treat compiler diagnostics as authoritative. Prefer silc build after each meaningful edit. Stop and report limits instead of inventing substrates.

Silc 0.6.0 authoring model

Removed in 0.2.0 (do not use):

• is view
• Portal profiles / PortalKind (Feedback, LlmChat, Inventory, Shopping, …)
• Contract-left-of-ui::web portal binding
• Separate stdlib/ component resolver or seeded domain catalogs

High-level UIs (forms, chat, shop) are compositions of components and resources — not compiler modes that take over the application.

Types

Built-in named types: Str, UUID, num32, num64, int32, int64, Bool, Int.

Also valid: contract names, subset names, arrays ([Product]), and fixed vectors (Vec[num32; 768]).

Expressions and control flow

Supported in handlers / templates:

• Literals, $name / $.field, member access, calls, Type.new(:field(value))
• Arithmetic / comparison / boolean operators, unary ! / -
• Assignment to component state: $.field = expr;
• Lists: [a, b]
• emit event(payload), navigate("/path"), await expr
• Template control: when expr { … } else { … }, for expr -> $item { … }

Dual-surface UI (required)

Authors write one semantic component tree. The compiler lowers it to:

• ui::web → React/Tailwind (compiler-owned)
• ui::terminal → OpenTUI (compiler-owned); TCP telnet CLI is a remote fallback

Every UI app synthesizes both surfaces automatically (web + terminal). Authors declare routes only — never method serve(), ui::web, or ui::terminal. No component may be web-only or terminal-only. Never write HTML, CSS, React, Tailwind, OpenTUI, ShadCN trees, or bundler config in Silc source. silc main.silc serves web only; pass --terminal (or SILC_TERMINAL=1) to attach OpenTUI and the telnet CLI. Override ports with SILC_HTTP_PORT / SILC_TERMINAL_PORT when the terminal surface is attached.

Shared option vocabulary

Unknown closed tokens are compile errors. :field stays an option pattern; ui::field is optional chrome around a control.

Complete UI primitive catalog

Every builtin is dual-surface (web+terminal). Lines below are the canonical API contract (options / events / slots / children).

Shell and navigation

• ui::page — options: none; events: none; slots: app_bar→app_bar, side_panel→side_panel, footer→footer; children: anyOf(stack, row, grid, card, heading, text, form, text_input, textarea, file_input, radio_group, select, checkbox, switch, field, button, toolbar, chat, chat_history, search_input, filter_bar, collection, list, table, badge, alert, divider, section, description_list, tabs, dialog, loading, empty, embed, nav_item); surfaces: web+terminal
• ui::app_bar — options: title (required); events: none; slots: none; children: none; surfaces: web+terminal
• ui::side_panel — options: none; events: none; slots: none; children: anyOf(nav_item); surfaces: web+terminal
• ui::nav_item — options: label (required), to?, active? (flag); events: click; slots: none; children: none; surfaces: web+terminal
• ui::toolbar — options: none; events: none; slots: none; children: anyOf(button); surfaces: web+terminal
• ui::footer — options: none; events: none; slots: none; children: any; surfaces: web+terminal

Layout

• ui::stack — options: none; events: none; slots: none; children: any; surfaces: web+terminal
• ui::row — options: none; events: none; slots: none; children: any; surfaces: web+terminal
• ui::grid — options: none; events: none; slots: none; children: any; surfaces: web+terminal
• ui::card — options: none; events: none; slots: actions→row; children: any; surfaces: web+terminal
• ui::section — options: title?, description?; events: none; slots: none; children: any; surfaces: web+terminal
• ui::divider — options: label?; events: none; slots: none; children: none; surfaces: web+terminal
• ui::heading — options: text (required), level?; events: none; slots: none; children: none; surfaces: web+terminal
• ui::text — options: text (required); events: none; slots: none; children: none; surfaces: web+terminal

Forms

• ui::form — options: none; events: submit; slots: none; children: anyOf(stack, row, grid, card, heading, text, text_input, textarea, file_input, radio_group, select, checkbox, switch, field, button, toolbar, badge, alert, divider, section, loading, empty); surfaces: web+terminal
• ui::text_input — options: field?, value?, label?, placeholder?, disabled? (flag); events: input, change; slots: none; children: none; surfaces: web+terminal
• ui::textarea — options: field?, value?, label?, disabled? (flag); events: input, change; slots: none; children: none; surfaces: web+terminal
• ui::file_input — options: field?, label?, accept?, multiple? (flag), disabled? (flag); events: change; slots: none; children: none; surfaces: web+terminal
• ui::radio_group — options: field?, value?, options (required), label?, disabled? (flag); events: change; slots: none; children: none; surfaces: web+terminal
• ui::select — options: field?, value?, options (required), label?, placeholder?, disabled? (flag); events: change; slots: none; children: none; surfaces: web+terminal
• ui::checkbox — options: field?, label (required), checked?, disabled? (flag); events: change; slots: none; children: none; surfaces: web+terminal
• ui::switch — options: field?, label (required), checked?, disabled? (flag); events: change; slots: none; children: none; surfaces: web+terminal
• ui::field — options: label?, hint?, error?; events: none; slots: none; children: anyOf(stack, row, grid, card, heading, text, text_input, textarea, file_input, radio_group, select, checkbox, switch, field, button, toolbar, badge, alert, divider, section, loading, empty); surfaces: web+terminal
• ui::button — options: label (required), variant?, size?, submit? (flag), active?, disabled? (flag); events: click; slots: none; children: none; surfaces: web+terminal

Chat and search

• ui::chat — options: field?, value?, label?, placeholder?, session?, loading?, error?, context?, persona?; events: send; slots: none; children: none; surfaces: web+terminal
• ui::chat_history — options: title?, items?, collapsible? (flag); events: none; slots: none; children: none; surfaces: web+terminal
• ui::search_input — options: field?, value?, label?, placeholder?, context?, persona?; events: input, submit; slots: none; children: none; surfaces: web+terminal
• ui::filter_bar — options: none; events: none; slots: none; children: anyOf(search_input, button, text_input); surfaces: web+terminal

Data display

• ui::collection — options: items (required), empty_text?; events: none; slots: none; children: any; surfaces: web+terminal
• ui::list — options: items?; events: none; slots: none; children: any; surfaces: web+terminal
• ui::table — options: rows (required), columns (required), empty_text?, filter_field?, filter_column?, filter_all?, sortable? (flag), searchable? (flag), selectable? (flag), dense? (flag); events: select; slots: none; children: none; surfaces: web+terminal
• ui::description_list — options: items (required); events: none; slots: none; children: none; surfaces: web+terminal

Feedback and overlays

• ui::badge — options: text (required), tone?; events: none; slots: none; children: none; surfaces: web+terminal
• ui::alert — options: text (required), title?, tone?, dismissible? (flag), auto_dismiss_ms?; events: dismiss; slots: none; children: none; surfaces: web+terminal
• ui::tabs — options: field?, value?; events: change; slots: none; children: anyOf(tab); surfaces: web+terminal
• ui::tab — options: label (required), value (required); events: none; slots: none; children: any; surfaces: web+terminal
• ui::dialog — options: open (required), title?; events: confirm, cancel; slots: none; children: any; surfaces: web+terminal
• ui::loading — options: text?; events: none; slots: none; children: none; surfaces: web+terminal
• ui::empty — options: text?; events: none; slots: none; children: none; surfaces: web+terminal
• ui::embed — options: src (required), title?; events: none; slots: none; children: none; surfaces: web+terminal
  • Web: sandboxed iframe (allow-scripts, never with allow-same-origin); terminal: card with title, full URL, and “Open in a browser”. Not a canvas over telnet; no srcdoc / postMessage bridge (ADR-017).

Complete game::* catalog (ADR-012)

WebGPU-only. One scene Name { scene::scene(...) } root (game Name is a one-release alias). Kernel nodes are scene::; gameplay nodes are game::. Godot tree+signals, Unity prefab/data/asset/material/spawn, Unreal mode/pawn/controller. Do not mix with app / component / resource.

• scene::scene — options: title, renderer?, target_fps?; children: entity, prefab, spawn, data, asset, generate, material, mode, controller, camera, post_process, overlay, hud, environment, shadow, zone, weapon, encounter, objective, signal, group, tilemap, parallax, particle_effect, floating_text
• scene::entity — options: name, x?, y?, z?, yaw?, pitch?, roll?, sx?, sy?, sz?; children: entity, mesh, light, collider, movement, attribute, pawn, ability, weapon, ammo, damage, pickup, npc, perception, behavior, mind, nav_agent, door, trigger, cover, audio, signal, group, spawn, sprite, collectible, interactable, patrol, warp, level_end, state_machine, particle_effect
• scene::prefab — options: name, x?, y?, z?, yaw?, pitch?, roll?, sx?, sy?, sz?; children: entity, mesh, light, collider, movement, attribute, pawn, ability, weapon, ammo, damage, pickup, npc, perception, behavior, mind, nav_agent, door, trigger, cover, audio, signal, group, spawn, sprite, collectible, interactable, patrol, warp, level_end, state_machine, particle_effect
• scene::spawn — options: prefab, x?, y?, z?, as_pawn? (flag); children: none
• scene::data — options: name, speed?, jump_height?, gravity?, cooldown?, cost?, damage?, range?, fire_rate?, magazine?, reload?, spread?, pellet_count?, charge_time?, splash_radius?, cadence_s?, persona?, aggression?, morale?, health?, armor?; children: none
• scene::signal — options: name, on?; children: none
• scene::group — options: name; children: none
• scene::mesh — options: shape?, asset?, material?, size?, color?; children: none
• scene::light — options: kind, intensity?, color?, radius_m?, cast_shadows?; children: none
• scene::collider — options: shape, size?; children: none
• scene::movement — options: style?, speed?, jump_speed?, sprint_mul?, ref?; children: none
• game::attribute — options: name, value?, max?; children: none
• game::mode — options: id, possess?; children: spawn, encounter, objective
• game::pawn — options: none; children: none
• scene::controller — options: scheme?; children: none
• scene::camera — options: mode?, distance_m?, shoulder_offset_m?, follow?; children: none
• game::ability — options: name, key, cooldown?, cost?, cost_attr?, ref?; children: particle_emitter, dynamic_light, camera_impulse, audio
• game::particle_emitter — options: kind, count?; children: none
• game::dynamic_light — options: radius_m?, intensity?, color?; children: none
• game::camera_impulse — options: strength?; children: none
• scene::post_process — options: stage, enabled?; children: none
• scene::overlay — options: toggle; children: none
• scene::asset — options: name, path, kind; children: none
• scene::material — options: name, albedo?, normal?, roughness?, metallic?, ao?, emissive?, tiling?; children: none
• scene::zone — options: name, kind; children: entity, spawn, light, signal, group
• game::weapon — options: name, slot?, fire_mode, ref?, damage?, fire_rate?, magazine?, reload?, spread?; children: projectile, particle_emitter, dynamic_light, camera_impulse, audio
• game::projectile — options: kind, speed?, lifetime?, splash_radius?, color?, size?; children: none
• game::ammo — options: name, amount?, max?; children: none
• game::damage — options: amount, type_ident; children: none
• game::pickup — options: kind, ref, amount?; children: none
• scene::hud — options: show_crosshair?, show_ammo?, show_health?, score_label?; children: none
• game::npc — options: archetype, faction; children: none
• game::perception — options: sight_m?, hear_m?, fov_deg?; children: none
• game::behavior — options: tree, default_tactic?; children: none
• game::mind — options: ref, cadence_s?; children: none
• game::nav_agent — options: radius?, height?, max_speed?; children: none
• game::encounter — options: id, wave?; children: spawn
• game::objective — options: id, kind, target?; children: none
• scene::audio — options: kind, path?, ref?, volume?; children: none
• scene::environment — options: fog_density?, fog_color?, sky_color?, exposure?; children: clouds, stars
• scene::shadow — options: enabled?, cascade_count?; children: none
• scene::clouds — options: count?, altitude?, spread?, speed?, scale?, color?, opacity?; children: none
• scene::stars — options: count?, altitude?, size?, color?, opacity?, twinkle?; children: none
• scene::door — options: state?, auto?; children: none
• scene::trigger — options: kind, on; children: none
• game::cover — options: quality; children: none
• scene::sprite — options: atlas, frame?, width?, height?, animation?, flip_x?, billboard?; children: none
• scene::tilemap — options: asset, tileset, tile_size?, collision_layer?; children: none
• game::collectible — options: kind, value?, on_collect?, respawn?; children: none
• game::interactable — options: kind, contents?, health?, on_interact?; children: none
• game::patrol — options: behavior, speed?, bounds?, on_stomp?, on_touch?; children: none
• game::warp — options: target, direction?, on_warp?; children: none
• game::level_end — options: on_complete?, next_level?; children: none
• game::state_machine — options: initial, on_stomp_state?, on_hit_state?, on_touch_state?, death_delay?, on_state_change?; children: none
• scene::parallax — options: texture, depth, y?, scale?, repeat_x?, tint?; children: none
• scene::particle_effect — options: id, preset?, count?, speed?, spread?, lifetime?, gravity?, color?, on_trigger?; children: none
• scene::floating_text — options: on_trigger, prefix?, color?, duration?, rise_speed?; children: none
• scene::generate — options: type, name, preset?, style?, frame_size?, palette?, animations?, export?; children: none

Closed enums: scene::scene :renderer(webgpu); scene::mesh :shape(plane|box|capsule|sphere); scene::light :kind(directional|point|spot); scene::collider :shape(box|capsule|plane); scene::movement :style(walk|first_person|sprint|jump|platformer); scene::controller :scheme(wasd_mouse|arrows_jump); scene::camera :mode(third_person|first_person|side_scroll); game::particle_emitter :kind(burst|spark|smoke); scene::post_process :stage(taa|ssao|ssr|dof|bloom|tonemap|grain|sharpen); scene::asset :kind(gltf|texture|audio|navmesh); scene::zone :kind(room|walkway|outdoor); game::weapon :fire_mode(hitscan|pellet|projectile|beam); game::projectile :kind(tracer|shell|plasma|rail); game::damage :type_ident(bullet|pellet|plasma|rail|melee); game::pickup :kind(weapon|ammo|health); game::npc :archetype(suppressor|flanker|breacher); game::npc :faction(hostile|neutral); game::behavior :tree(patrol_combat|guard); game::behavior :default_tactic(suppress|flank|push|retreat); game::objective :kind(clear_hostiles|reach); scene::audio :kind(oneshot|loop); scene::door :state(open|closed); scene::trigger :kind(enter|exit); game::cover :quality(low|med|high); game::collectible :kind(coin|gem|health|powerup|key|custom); game::interactable :kind(breakable|bumpable|switchable|container); game::patrol :behavior(walk_reverse|walk_fall|stationary|follow|flee); game::warp :direction(down|up|left|right); scene::particle_effect :preset(burst|sparkle|debris|dust|trail); scene::generate :type(sprite|texture|material); scene::generate :preset(character|enemy|item|tile|effect); scene::generate :style(pixel_8|pixel_16|pixel_32|flat|outline). scene::mesh takes :asset XOR :shape.

Complete loop::* catalog (ADR-014)

Declare loop Name { loop::flow(trigger, steps...) }. Exactly one trigger (schedule, manual, or on_mutation) comes first; steps run in order. The compiler adds a /loops inbox (approvals, Run now, runs, notices) on both surfaces and a Go loop kernel that records every outside input and model answer so a resumed run replays instead of redoing work. A program with no app, no game, and only loop::manual triggers is a loop command: no inbox and no surfaces are built; silc main.silc runs every loop once, narrates each step on stderr, prints each run's notices to stdout (one per line), and exits non-zero if any run failed.

• loop::flow — options: none; children: one trigger, then steps
• loop::schedule — options: cron, tz, catch_up?; children: none
• loop::manual — options: none; children: none
• loop::on_mutation — options: resource, mutation; children: none
• loop::let — options: as, value; children: none
• loop::find — options: as, from, where?, order?, desc? (flag), max?, one? (flag); children: none
• loop::read — options: as, op, url?, server?, tool?, args?, auth_env?, select?, retry?; children: none
• loop::ask — options: as, into, prompt, from?, retry?; children: otherwise
• loop::gate — options: that, reason; children: otherwise
• loop::branch — options: none; children: when, otherwise
• loop::when — options: that; children: steps
• loop::otherwise — options: none; children: steps
• loop::each — options: in, as, max; children: steps
• loop::write — options: to, value, key, unchecked?; children: none
• loop::notify — options: to, text, key, unchecked?; children: none
• loop::approve — options: by, message, show?, within, as?; children: declined, timed_out
• loop::declined — options: none; children: steps
• loop::timed_out — options: none; children: steps
• loop::stop — options: reason?; children: none
• loop::fail — options: reason; children: none
• loop::skip — options: reason; children: none

Rules the compiler enforces:

• Every find and each has :max; every write and notify has a :key with at least one placeholder; every approve has :within (max 30d).
• loop::ask output (and anything built from it) must be referenced by a gate, shown by an approve, or the effect must say :unchecked("why").
• Gates fail closed: a missing field makes a condition unknown, and unknown never passes.
• The otherwise of gate/ask and the declined/timed_out blocks end in stop, fail, or skip; skip only inside each.
• Reserved bindings: $today and $now (loop time zone), $event (trigger data), $calendar (today, weekday, last7_start, last7_end, next7_end).
• loop::read(:op("mcp::call"), :server("https://…/mcp"), :tool("name"), :args(Contract.new(...)), :auth_env("TOKEN_VAR"), :select("records.parsed")) calls one MCP tool; the result is $x.text and $x.data. Tokens come from the environment, never from source.
• Run now in /loops starts manual and schedule loops. A loop never overlaps itself.
• A loop command cannot use loop::approve (nobody is there to answer); use loop::gate, or add an app to get the /loops inbox.
• silc build prints worst-case model calls, effects, approvals, and reads per run.

Valid patterns

Component with state and events

component HomePage {
    has state Str $.text = "";
    method render() {
        ui::page(
            :app_bar(ui::app_bar(:title("Notes"))),
            ui::form(:on(submit(on_submit)),
                ui::textarea(:field(text), :label("Note")),
                ui::button(:label("Submit"), :variant(primary), :submit)
            )
        )
    }
    method on_submit() { submit(); }
}

Author component composition + emit forwarding

component ItemCard {
    has Item $.item;
    emit remove(Item);
    method render() {
        ui::card(
            ui::heading(:text($.item.name)),
            ui::button(:label("Delete"), :variant(destructive), :on(click(on_remove)))
        )
    }
    method on_remove() { emit remove($.item); }
}

# parent:
ItemCard(:item($item), :on(remove => on_delete))

Resource queries on a component

component BrowsePage {
    query $.items = InventoryItems.list();
    method render() {
        ui::table(
            :rows($.items),
            :columns(["name", "category"]),
            :sortable,
            :searchable
        )
    }
}

App with routes (dual-surface synthesized)

app MyApp {
    route "/" => HomePage;
    route "/admin" => AdminPage;
}

Resource CRUD

resource Products for Product {
    query list;
    query get;
    mutation create;
    mutation update;
    mutation delete;
}

Derived HTTP (compiler-owned): GET/POST /api/{table}, GET/PUT/DELETE /api/{table}/:id. Programs with an app (or a loop that gets a web surface) also synthesize POST /mcp: one MCP tool per resource query/mutation, plus *_run / *_recent for each schedule or manual loop. Auth is the bearer token in SILC_MCP_TOKEN (never in source).

Resource seeds (idempotent)

resource Articles for Article {
    query list;
    mutation create;
    mutation update;
    mutation delete;
    seed Article.new(
        :id("article-001"),
        :title("Hello"),
        :body("Short body."),
        :author("Ada"),
        :published_at("2026-01-15"),
        :year("2026"),
        :month("January")
    );
}

Seeds are compiler-owned INSERT OR IGNORE rows. Every seed must construct the resource contract and include a stable :id("…") string so restarts never overwrite admin edits.

Table row select

ui::table(
    :rows($.articles),
    :columns(["title", "author"]),
    :selectable,
    :on(select(on_select))
)

method on_select(Article $article) {
    $.selected_id = $article.id;
}

:on(select(…)) passes the clicked/activated row object to the handler on both web and terminal surfaces.

Chat with silclm

ui::chat(
    :value($.prompt),
    :session($.active_session),          # multi-session history
    :context($.items),                   # live grounding snapshot
    :persona("You are …, built on silclm."),
    :on(send(on_send))
)

:context and :persona ride the /complete ingest frame and are not persisted into chat history.

Feed filter with silclm

has state Str $.filter_query = "";
has state Str $.match_ids = "*";       # "*" = show all; "__none__" = empty
has state Bool $.filtering = false;

ui::search_input(
    :field(filter_query),
    :context($.articles),
    :persona("Return ONLY a JSON array of matching article id strings."),
    :on(submit(on_filter))
)

method on_filter() { Assistant.complete(); }

# in the feed:
when $.match_ids.contains($article.id) { ArticleCard(:article($article)) }

ui::search_input with :context + :persona lowers to an AI filter that parses a JSON id array from silclm and stores it in $.match_ids.

Processor (score or LLM)

processor Assistant {
    method complete(ChatRecord $record) {
        $record.prompt ==> llm::complete()
    }
}

text::score and llm::complete cannot both appear in one program. Each needs exactly one processor. SQLite persistence is synthesized by the compiler — do not declare sink, ipc::*, or store::*.

API-only service

service Api {
    method create(Note $note) {
        $note ==> service::http(:port(8080), :route("/notes"), :method(POST))
    }
}

API-only programs must not declare processor modules.

Wire handlers with :on(click(handler)), :on(submit(handler)), navigation with ui::nav_item(:to("/path")), collections with for $.items -> $item { … }, and conditionals with when expr { … }.

Runnable operations (0.6.0)

Author-facing executable operations today (registry in sil-core):

service::http, text::score, llm::complete, scrape::page, scrape::site, scrape::select, scrape::render, scrape::extract, doc::extract, tensor::tokenize, tensor::infer.

Compiler-synthesized (do not write in .silc): dual-surface ui::web / ui::terminal serving, resource::* CRUD pipelines, and ipc/store sink persistence.

Local LLM chat uses silclm (default catalog id). Prefer llm::complete(:model("silclm")) or omit :model. Do not invent Ollama, OpenAI, or ad-hoc GGUF paths in .silc. Legacy alias llama3.2-1b resolves to silclm for one release.

Scraping uses scrape::* (ADR-006). Authors never name Bun, Colly, or Playwright. Prefer scrape::site for crawls and scrape::page / scrape::select for single pages. Do not use stub http::get / html::extract_body in runnable programs — migrate to scrape::*.

Document upload + extract uses doc::extract with ui::file_input (ADR-011). Declare $upload ==> doc::extract(:into(Document)) plus a resource … for Document. The compiler synthesizes multipart POST /upload, Python-native extract (PDF/DOCX/ODT/MD/TXT/HTML — no Pandoc), and SQLite rows. Original file bytes are discarded after extract. Do not mix doc::* with text::score.

Pipeline-only programs use scrape::page ==> scrape::extract, then tensor::tokenize(:model("minilm-l6-v2")) ==> tensor::infer(:prefer(CPU)). Persistence is synthesized. Their contract must carry raw_content and vector_embedding: Emb384, where subset Emb384 of Vec[num32; 384]. Run them with silc run main.silc --input-json '{"url":"https://…"}'. CUDA and arbitrary tensor models/shapes are not executable in 0.6.0.

Stub-only namespaces (parse/route/emit, do not run): http, html, numpy, pandas, ws, sys, schema, payload, json, plus non-registry operations under runnable namespaces. Mixing stub-only operations into a runnable graph is a compile error.

Generated runtime surfaces

Compiler-owned (do not invent alternatives):

• POST /submit — form submit() handlers (also scrape jobs when scrape::* is present)
• POST /scrape — explicit scrape ingest when scrape::* is present
• POST /upload — multipart file upload when doc::extract is present
• POST /complete — chat / *.complete() processors
• GET|POST|PUT|DELETE /api/{table} — resource queries/mutations
• POST /mcp — streamable-HTTP MCP server (tools/list, tools/call); bearer token from SILC_MCP_TOKEN
• Web: React app served by Bun (silc main.silc)
• Terminal: OpenTUI + telnet CLI when run with --terminal / SILC_TERMINAL=1

Validation constraints agents must respect

1. UI apps require an app declaration with non-empty routes; dual-surface web/terminal serving is synthesized (default ports 18088 / 18023). Runtime attaches the terminal surface only with --terminal (or SILC_TERMINAL=1).
2. Every builtin UI node must use catalog options/events; unknown options/events fail.
3. Closed enums (:variant, :tone, :size) reject unknown tokens.
4. Resource query bindings must reference real resource query methods.
5. Do not mix text::score and llm::complete.
6. Do not mix scrape::* with text::score. Scrape pipelines may use llm::complete for grounded SilcLM summaries.
7. Do not mix doc::* with text::score. Document extract needs :into(Contract) plus a matching resource.
8. Do not mix executable and stub-only operations in one runnable graph.
9. Default ports: web 18088, terminal 18023, API 8080. Override with SILC_HTTP_PORT / SILC_TERMINAL_PORT / service :port as needed.
10. Tensor pipelines require MiniLM, CPU, and exactly 384 normalized num32 values in vector_embedding.

Rules for agents

1. Edit only .silc source (.raku / .sil are not accepted).
2. Prefer author-defined component + app declarations over inventing profiles.
3. Do not write method serve(), ui::web, ui::terminal, sink, ipc::*, store::*, or resource::* pipelines — the compiler owns those mechanics.
4. Use Contracts + resource Name for Contract capabilities for persistence.
5. Do not create a stdlib/ directory or escape into React/OpenTUI/CSS.
6. Do not invent new compiler portal kinds to make an app run.
7. Stay inside the UI catalog and runnable operation set above.
8. Validate with silc build; report errors instead of patching .runtime/.

App-specific notes (pipelineApp)

• Pipeline-only: no app / UI routes.
• scrape::page → scrape::extract → tensor::tokenize → tensor::infer (MiniLM CPU).
• Contract carries raw_content + Emb384 vector field; persistence is synthesized.
• Run with silc run main.silc --input-json '{"url":"https://…"}'.
• Never hand-edit .runtime/.