diff --git a/.claude/skills/architecture-video/SKILL.md b/.claude/skills/architecture-video/SKILL.md
new file mode 100644
index 0000000000..604c1430b7
--- /dev/null
+++ b/.claude/skills/architecture-video/SKILL.md
@@ -0,0 +1,245 @@
+---
+name: architecture-video
+description: Generate or update the IronClaw architecture overview video using Remotion. Use when asked to update, regenerate, or modify the architecture video, add/remove scenes, or reflect codebase changes in the video.
+---
+
+# Architecture Video Generator
+
+Generates and maintains the animated architecture overview video in `docs/architecture-video/` using Remotion (React-based video framework).
+
+## When to use
+
+- User asks to update, regenerate, or modify the architecture video
+- User asks to add or remove scenes from the video
+- Codebase architecture has changed and the video needs to reflect it
+- User wants to preview or render the video
+
+## Before making changes
+
+### 1. Read current architecture
+
+Read these files to understand the current system architecture:
+
+- `CLAUDE.md` — top-level project structure, module specs, key traits, principles
+- `crates/ironclaw_engine/CLAUDE.md` — engine v2 primitives, execution loop, CodeAct
+- `src/agent/CLAUDE.md` — agent loop architecture
+- `src/llm/CLAUDE.md` — LLM provider architecture
+- `src/db/CLAUDE.md` — database dual-backend architecture
+- `src/tools/README.md` — tool system architecture
+- `src/workspace/README.md` — workspace/memory architecture
+
+### 2. Read current video scenes
+
+Read `docs/architecture-video/src/IronClawArchitecture.tsx` to understand current scene order, durations, and transitions. Then read individual scenes in `docs/architecture-video/src/scenes/` to see what's already covered.
+
+### 3. Identify gaps
+
+Compare the architecture documentation with what the video covers. Look for:
+- New modules or traits added since the video was last updated
+- Renamed or restructured components
+- New data flows or state machines
+- Removed or deprecated features
+
+## Video project structure
+
+```
+docs/architecture-video/
+├── package.json              # Remotion deps
+├── remotion.config.ts        # Build config
+├── src/
+│   ├── Root.tsx              # Remotion entry — registers the composition
+│   ├── IronClawArchitecture.tsx  # Main composition — scene order + transitions
+│   ├── theme.ts              # Color palette + font constants
+│   ├── components/
+│   │   └── Code.tsx          # Syntax-highlighted code block component
+│   └── scenes/               # One file per scene
+│       ├── TitleScene.tsx
+│       ├── PrimitivesScene.tsx
+│       ├── ExecutionLoopScene.tsx
+│       ├── CodeActScene.tsx
+│       ├── ThreadStateScene.tsx
+│       ├── SkillsPipelineScene.tsx
+│       ├── ToolDispatchScene.tsx
+│       ├── ChannelsRoutingScene.tsx
+│       ├── ChannelImplsScene.tsx
+│       ├── TraitsScene.tsx
+│       ├── LlmDecoratorScene.tsx
+│       └── OutroScene.tsx
+```
+
+Render script: `scripts/render-architecture-video.sh`
+
+## Current scene inventory (12 scenes, ~82s at 30fps)
+
+| # | Scene | File | Duration | Content |
+|---|-------|------|----------|---------|
+| 1 | Title | TitleScene.tsx | 4s | Animated IronClaw logo + tagline |
+| 2 | Five Primitives | PrimitivesScene.tsx | 8s | Thread / Step / Capability / MemoryDoc / Project |
+| 3 | Execution Loop | ExecutionLoopScene.tsx | 8s | 7-step ExecutionLoop::run() pipeline |
+| 4 | CodeAct | CodeActScene.tsx | 10s | Python code → host fns → suspend/resume flow |
+| 5 | Thread State | ThreadStateScene.tsx | 7s | Created→Running⇄Waiting/Suspended→Completed/Failed→Done |
+| 6 | Skills Pipeline | SkillsPipelineScene.tsx | 8s | Gating → Scoring → Budget → Attenuation |
+| 7 | Tool Dispatch | ToolDispatchScene.tsx | 9s | 9-step ToolDispatcher::dispatch() pipeline |
+| 8 | Channels Routing | ChannelsRoutingScene.tsx | 7s | Channel trait + stream::select_all merging |
+| 9 | Channel Impls | ChannelImplsScene.tsx | 7s | REPL / HTTP / Web / Signal / TUI / WASM |
+| 10 | Traits | TraitsScene.tsx | 8s | 8 traits with concrete implementers |
+| 11 | LLM Decorators | LlmDecoratorScene.tsx | 7s | SmartRouting→CircuitBreaker→...→Base decorator chain |
+| 12 | Outro | OutroScene.tsx | 5s | Start Contributing + getting-started steps |
+
+## Remotion patterns used in this project
+
+All animations MUST be driven by `useCurrentFrame()` — never CSS transitions or Tailwind animation classes.
+
+### Animation pattern
+
+```tsx
+const frame = useCurrentFrame();
+const { fps } = useVideoConfig();
+
+const opacity = interpolate(frame, [0, 0.5 * fps], [0, 1], {
+  extrapolateRight: "clamp",
+});
+const y = interpolate(frame, [0, 0.5 * fps], [30, 0], {
+  extrapolateRight: "clamp",
+  easing: Easing.bezier(0.16, 1, 0.3, 1),
+});
+```
+
+### Staggered list pattern
+
+For items that appear one by one:
+
+```tsx
+{items.map((item, i) => {
+  const delay = 0.4 + i * 0.3; // seconds
+  const opacity = interpolate(
+    frame,
+    [delay * fps, (delay + 0.35) * fps],
+    [0, 1],
+    { extrapolateLeft: "clamp", extrapolateRight: "clamp" }
+  );
+  return <div style={{ opacity }} key={item.id}>...</div>;
+})}
+```
+
+### Scene transitions
+
+Scenes are composed using `TransitionSeries` with alternating `fade()` and `slide({ direction: "from-right" })` transitions, each 15 frames (0.5s):
+
+```tsx
+<TransitionSeries>
+  <TransitionSeries.Sequence durationInFrames={s(8)}>
+    <MyScene />
+  </TransitionSeries.Sequence>
+  <TransitionSeries.Transition
+    presentation={fade()}
+    timing={linearTiming({ durationInFrames: 15 })}
+  />
+  <TransitionSeries.Sequence durationInFrames={s(7)}>
+    <NextScene />
+  </TransitionSeries.Sequence>
+</TransitionSeries>
+```
+
+### Code blocks
+
+Use the `CodeBlock` component from `../components/Code` for syntax-highlighted code:
+
+```tsx
+import { CodeBlock } from "../components/Code";
+
+<CodeBlock code={`pub trait Channel: Send + Sync {
+  async fn start(&self) -> Result<MessageStream>;
+}`} fontSize={13} />
+```
+
+### Theme
+
+Import colors and fonts from `../theme`:
+
+```tsx
+import { COLORS, FONTS } from "../theme";
+
+// Available colors:
+// bg, bgLight, primary, primaryLight, accent, accentLight,
+// success, danger, text, textMuted, border, purple, cyan, pink
+
+// Available fonts:
+// mono (monospace), sans (system-ui)
+```
+
+## Adding a new scene
+
+1. Create `src/scenes/MyNewScene.tsx` following existing patterns
+2. Export the component
+3. Import in `IronClawArchitecture.tsx`
+4. Add to the `SCENES` array with duration and transition type
+5. `TOTAL_DURATION` auto-computes from the array
+6. Verify with: `npx remotion still IronClawArchitecture --scale=0.25 --frame=<N>`
+
+### Scene template
+
+```tsx
+import {
+  AbsoluteFill,
+  interpolate,
+  useCurrentFrame,
+  useVideoConfig,
+  Easing,
+} from "remotion";
+import { COLORS, FONTS } from "../theme";
+
+export const MyNewScene: React.FC = () => {
+  const frame = useCurrentFrame();
+  const { fps } = useVideoConfig();
+
+  const headingOpacity = interpolate(frame, [0, 0.4 * fps], [0, 1], {
+    extrapolateRight: "clamp",
+  });
+
+  return (
+    <AbsoluteFill
+      style={{
+        backgroundColor: COLORS.bg,
+        fontFamily: FONTS.sans,
+        padding: 60,
+      }}
+    >
+      <div
+        style={{
+          opacity: headingOpacity,
+          fontSize: 42,
+          fontWeight: 700,
+          color: COLORS.text,
+          marginBottom: 4,
+        }}
+      >
+        <span style={{ color: COLORS.primary }}>Title</span> — subtitle
+      </div>
+      {/* Scene content */}
+    </AbsoluteFill>
+  );
+};
+```
+
+## Verification
+
+After making changes:
+
+1. **Type check:** `cd docs/architecture-video && npx tsc --noEmit`
+2. **Spot check frames:** `npx remotion still IronClawArchitecture --scale=0.25 --frame=<N>`
+   - At 30fps, frame N corresponds to time N/30 seconds
+   - Check at least one frame per modified scene
+3. **Full render:** `./scripts/render-architecture-video.sh [output-path]`
+4. **Preview in browser:** `cd docs/architecture-video && npm run dev`
+
+## Design guidelines
+
+- Dark theme (slate-900 background) — matches typical developer tooling
+- Each scene has a colored heading keyword using a trait-appropriate color
+- File:line references in muted monospace below headings
+- Data flows use staggered animation (0.3-0.5s delays between items)
+- State machines use SVG with animated dash-offset for arrows
+- Code blocks use the `CodeBlock` component with syntax highlighting
+- Keep scene duration proportional to content density (7-10s typical)
+- Total video should stay under 120s for attention retention
diff --git a/docs/architecture-video/.gitignore b/docs/architecture-video/.gitignore
new file mode 100644
index 0000000000..b62197ba2f
--- /dev/null
+++ b/docs/architecture-video/.gitignore
@@ -0,0 +1,7 @@
+node_modules
+dist
+.DS_Store
+.env
+
+# Ignore the output video from Git but not videos you import into src/.
+out
diff --git a/docs/architecture-video/.prettierrc b/docs/architecture-video/.prettierrc
new file mode 100644
index 0000000000..37d5071748
--- /dev/null
+++ b/docs/architecture-video/.prettierrc
@@ -0,0 +1,5 @@
+{
+  "useTabs": false,
+  "bracketSpacing": true,
+  "tabWidth": 2
+}
diff --git a/docs/architecture-video/README.md b/docs/architecture-video/README.md
new file mode 100644
index 0000000000..5cfeb309d5
--- /dev/null
+++ b/docs/architecture-video/README.md
@@ -0,0 +1,58 @@
+# IronClaw Architecture Overview Video
+
+A Remotion-based animated video that walks new contributors through IronClaw's
+internals — the five primitives, execution loop, CodeAct, thread state machine,
+skills pipeline, tool dispatcher, channels, extensibility traits, and the LLM
+provider decorator chain.
+
+See the project-level render script and Claude skill for end-to-end use:
+
+- `scripts/render-architecture-video.sh` — one-command MP4 render
+- `.claude/skills/architecture-video/SKILL.md` — how to update scenes when
+  architecture changes
+
+## Commands
+
+Install dependencies (first time only):
+
+```console
+npm ci
+```
+
+Preview in browser (Remotion Studio with hot reload):
+
+```console
+npm run dev
+```
+
+Render to MP4 from this directory:
+
+```console
+npx remotion render IronClawArchitecture out.mp4
+```
+
+Or from the repository root:
+
+```console
+./scripts/render-architecture-video.sh output.mp4
+```
+
+Type-check and lint:
+
+```console
+npm run lint
+```
+
+## Structure
+
+- `src/IronClawArchitecture.tsx` — scene sequencing, durations, transitions
+- `src/scenes/*.tsx` — one file per scene (12 total)
+- `src/components/Code.tsx` — shared syntax-highlighted code block
+- `src/theme.ts` — shared colors and fonts
+- `src/Root.tsx` — Remotion composition registration
+
+## License
+
+This video project is part of IronClaw and dual-licensed MIT OR Apache-2.0.
+Remotion itself has a [custom license](https://github.com/remotion-dev/remotion/blob/main/LICENSE.md);
+use is covered under the open-source free tier for this project.
diff --git a/docs/architecture-video/eslint.config.mjs b/docs/architecture-video/eslint.config.mjs
new file mode 100644
index 0000000000..13b44a0d65
--- /dev/null
+++ b/docs/architecture-video/eslint.config.mjs
@@ -0,0 +1,3 @@
+import { config } from "@remotion/eslint-config-flat";
+
+export default config;
diff --git a/docs/architecture-video/package-lock.json b/docs/architecture-video/package-lock.json
new file mode 100644
index 0000000000..8a1ae73d3c
--- /dev/null
+++ b/docs/architecture-video/package-lock.json
@@ -0,0 +1,4610 @@
+{
+  "name": "ironclaw-architecture-video",
+  "version": "1.0.0",
+  "lockfileVersion": 3,
+  "requires": true,
+  "packages": {
+    "": {
+      "name": "ironclaw-architecture-video",
+      "version": "1.0.0",
+      "license": "MIT OR Apache-2.0",
+      "dependencies": {
+        "@remotion/cli": "4.0.447",
+        "@remotion/tailwind-v4": "4.0.447",
+        "@remotion/transitions": "4.0.447",
+        "react": "19.2.3",
+        "react-dom": "19.2.3",
+        "remotion": "4.0.447",
+        "tailwindcss": "4.0.0"
+      },
+      "devDependencies": {
+        "@remotion/eslint-config-flat": "4.0.447",
+        "@types/react": "19.2.7",
+        "@types/web": "0.0.166",
+        "eslint": "9.19.0",
+        "prettier": "3.8.1",
+        "typescript": "5.7.3"
+      }
+    },
+    "node_modules/@alloc/quick-lru": {
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+    "node_modules/wrappy": {
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/wrappy/-/wrappy-1.0.2.tgz",
+      "integrity": "sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ=="
+    },
+    "node_modules/ws": {
+      "version": "8.17.1",
+      "resolved": "https://registry.npmjs.org/ws/-/ws-8.17.1.tgz",
+      "integrity": "sha512-6XQFvXTkbfUOZOKKILFG1PDK2NDQs4azKQl26T0YS5CxqWLgXajbPZ+h4gZekJyRqFU8pvnbAbbs/3TgRPy+GQ==",
+      "engines": {
+        "node": ">=10.0.0"
+      },
+      "peerDependencies": {
+        "bufferutil": "^4.0.1",
+        "utf-8-validate": ">=5.0.2"
+      },
+      "peerDependenciesMeta": {
+        "bufferutil": {
+          "optional": true
+        },
+        "utf-8-validate": {
+          "optional": true
+        }
+      }
+    },
+    "node_modules/yallist": {
+      "version": "4.0.0",
+      "resolved": "https://registry.npmjs.org/yallist/-/yallist-4.0.0.tgz",
+      "integrity": "sha512-3wdGidZyq5PB084XLES5TpOSRA3wjXAlIWMhum2kRcv/41Sn2emQ0dycQW4uZXLejwKvg6EsvbdlVL+FYEct7A=="
+    },
+    "node_modules/yauzl": {
+      "version": "2.10.0",
+      "resolved": "https://registry.npmjs.org/yauzl/-/yauzl-2.10.0.tgz",
+      "integrity": "sha512-p4a9I6X6nu6IhoGmBqAcbJy1mlC4j27vEPZX9F4L4/vZT3Lyq1VkFHw/V/PUcB9Buo+DG3iHkT0x3Qya58zc3g==",
+      "dependencies": {
+        "buffer-crc32": "~0.2.3",
+        "fd-slicer": "~1.1.0"
+      }
+    },
+    "node_modules/yocto-queue": {
+      "version": "0.1.0",
+      "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz",
+      "integrity": "sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==",
+      "dev": true,
+      "engines": {
+        "node": ">=10"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/sindresorhus"
+      }
+    },
+    "node_modules/zod": {
+      "version": "4.3.6",
+      "resolved": "https://registry.npmjs.org/zod/-/zod-4.3.6.tgz",
+      "integrity": "sha512-rftlrkhHZOcjDwkGlnUtZZkvaPHCsDATp4pGpuOOMDaTdDDXF91wuVDJoWoPsKX/3YPQ5fHuF3STjcYyKr+Qhg==",
+      "funding": {
+        "url": "https://github.com/sponsors/colinhacks"
+      }
+    }
+  }
+}
diff --git a/docs/architecture-video/package.json b/docs/architecture-video/package.json
new file mode 100644
index 0000000000..d37fc8fe29
--- /dev/null
+++ b/docs/architecture-video/package.json
@@ -0,0 +1,34 @@
+{
+  "name": "ironclaw-architecture-video",
+  "version": "1.0.0",
+  "description": "My Remotion video",
+  "repository": {},
+  "license": "MIT OR Apache-2.0",
+  "private": true,
+  "dependencies": {
+    "@remotion/cli": "4.0.447",
+    "@remotion/tailwind-v4": "4.0.447",
+    "@remotion/transitions": "4.0.447",
+    "react": "19.2.3",
+    "react-dom": "19.2.3",
+    "remotion": "4.0.447",
+    "tailwindcss": "4.0.0"
+  },
+  "devDependencies": {
+    "@remotion/eslint-config-flat": "4.0.447",
+    "@types/react": "19.2.7",
+    "@types/web": "0.0.166",
+    "eslint": "9.19.0",
+    "prettier": "3.8.1",
+    "typescript": "5.7.3"
+  },
+  "scripts": {
+    "dev": "remotion studio",
+    "build": "remotion bundle",
+    "upgrade": "remotion upgrade",
+    "lint": "eslint src && tsc"
+  },
+  "sideEffects": [
+    "*.css"
+  ]
+}
diff --git a/docs/architecture-video/remotion.config.ts b/docs/architecture-video/remotion.config.ts
new file mode 100644
index 0000000000..e8d4dba912
--- /dev/null
+++ b/docs/architecture-video/remotion.config.ts
@@ -0,0 +1,4 @@
+import { Config } from "@remotion/cli/config";
+
+Config.setVideoImageFormat("jpeg");
+Config.setOverwriteOutput(true);
diff --git a/docs/architecture-video/src/IronClawArchitecture.tsx b/docs/architecture-video/src/IronClawArchitecture.tsx
new file mode 100644
index 0000000000..c43d2c2167
--- /dev/null
+++ b/docs/architecture-video/src/IronClawArchitecture.tsx
@@ -0,0 +1,69 @@
+import React from "react";
+import { TransitionSeries, linearTiming } from "@remotion/transitions";
+import { fade } from "@remotion/transitions/fade";
+import { slide } from "@remotion/transitions/slide";
+
+import { TitleScene } from "./scenes/TitleScene";
+import { PrimitivesScene } from "./scenes/PrimitivesScene";
+import { ExecutionLoopScene } from "./scenes/ExecutionLoopScene";
+import { CodeActScene } from "./scenes/CodeActScene";
+import { ThreadStateScene } from "./scenes/ThreadStateScene";
+import { SkillsPipelineScene } from "./scenes/SkillsPipelineScene";
+import { ToolDispatchScene } from "./scenes/ToolDispatchScene";
+import { ChannelsRoutingScene } from "./scenes/ChannelsRoutingScene";
+import { ChannelImplsScene } from "./scenes/ChannelImplsScene";
+import { TraitsScene } from "./scenes/TraitsScene";
+import { LlmDecoratorScene } from "./scenes/LlmDecoratorScene";
+import { OutroScene } from "./scenes/OutroScene";
+
+const s = (seconds: number) => Math.round(seconds * 30);
+
+const SCENES = [
+  { comp: TitleScene, dur: s(4), transition: fade },
+  { comp: PrimitivesScene, dur: s(8), transition: slide },
+  { comp: ExecutionLoopScene, dur: s(8), transition: fade },
+  { comp: CodeActScene, dur: s(10), transition: slide },
+  { comp: ThreadStateScene, dur: s(7), transition: fade },
+  { comp: SkillsPipelineScene, dur: s(8), transition: slide },
+  { comp: ToolDispatchScene, dur: s(9), transition: fade },
+  { comp: ChannelsRoutingScene, dur: s(7), transition: slide },
+  { comp: ChannelImplsScene, dur: s(7), transition: fade },
+  { comp: TraitsScene, dur: s(8), transition: slide },
+  { comp: LlmDecoratorScene, dur: s(7), transition: fade },
+  { comp: OutroScene, dur: s(5) },
+];
+
+const TRANSITION_DUR = 15;
+
+export const TOTAL_DURATION =
+  SCENES.reduce((acc, sc) => acc + sc.dur, 0) -
+  SCENES.filter((sc) => sc.transition).length * TRANSITION_DUR;
+
+export const IronClawArchitecture: React.FC = () => {
+  return (
+    <TransitionSeries>
+      {SCENES.map((sc, i) => {
+        const Comp = sc.comp;
+        const isLast = i === SCENES.length - 1;
+        const presentation = sc.transition
+          ? sc.transition === slide
+            ? slide({ direction: "from-right" })
+            : fade()
+          : null;
+        return (
+          <React.Fragment key={i}>
+            <TransitionSeries.Sequence durationInFrames={sc.dur}>
+              <Comp />
+            </TransitionSeries.Sequence>
+            {!isLast && presentation && (
+              <TransitionSeries.Transition
+                presentation={presentation}
+                timing={linearTiming({ durationInFrames: TRANSITION_DUR })}
+              />
+            )}
+          </React.Fragment>
+        );
+      })}
+    </TransitionSeries>
+  );
+};
diff --git a/docs/architecture-video/src/Root.tsx b/docs/architecture-video/src/Root.tsx
new file mode 100644
index 0000000000..945709fdbf
--- /dev/null
+++ b/docs/architecture-video/src/Root.tsx
@@ -0,0 +1,21 @@
+import "./index.css";
+import { Composition } from "remotion";
+import {
+  IronClawArchitecture,
+  TOTAL_DURATION,
+} from "./IronClawArchitecture";
+
+export const RemotionRoot: React.FC = () => {
+  return (
+    <>
+      <Composition
+        id="IronClawArchitecture"
+        component={IronClawArchitecture}
+        durationInFrames={TOTAL_DURATION}
+        fps={30}
+        width={1280}
+        height={720}
+      />
+    </>
+  );
+};
diff --git a/docs/architecture-video/src/components/Code.tsx b/docs/architecture-video/src/components/Code.tsx
new file mode 100644
index 0000000000..abf31cfe95
--- /dev/null
+++ b/docs/architecture-video/src/components/Code.tsx
@@ -0,0 +1,116 @@
+import React, { useMemo } from "react";
+import { COLORS, FONTS } from "../theme";
+
+type Token = { text: string; color?: string };
+
+// Very simple tokenizer - colors keywords, strings, comments, types
+export const highlight = (code: string): Token[][] => {
+  const keywords = new Set([
+    "pub", "fn", "async", "await", "let", "mut", "struct", "enum", "impl",
+    "trait", "for", "match", "if", "else", "return", "use", "mod", "self",
+    "Self", "dyn", "Box", "Vec", "Option", "Result", "as", "in", "while",
+    "loop", "break", "continue", "const", "static", "type", "where",
+    "def", "class", "import", "from", "None", "True", "False", "await",
+    "try", "except", "with", "yield", "lambda", "global", "nonlocal",
+  ]);
+  const types = new Set([
+    "Thread", "Step", "Capability", "MemoryDoc", "Project", "ThreadId",
+    "StepId", "String", "u32", "u64", "usize", "bool", "i32", "f64",
+    "LlmResponse", "ActionCall", "ActionResult", "ThreadEvent", "Uuid",
+    "ExecutionLoop", "ThreadManager", "CapabilityRegistry", "LeaseManager",
+    "PolicyEngine", "Store", "IncomingMessage", "OutgoingResponse",
+    "MessageStream", "Channel", "Tool", "LlmProvider", "Database",
+    "DispatchSource", "ToolDispatcher", "SafetyLayer", "ActionRecord",
+    "ExecutionTier", "ThreadState", "ThreadConfig",
+  ]);
+
+  return code.split("\n").map((line) => {
+    const tokens: Token[] = [];
+    let i = 0;
+    while (i < line.length) {
+      // Comments
+      if (line.slice(i).startsWith("//") || line.slice(i).startsWith("#")) {
+        tokens.push({ text: line.slice(i), color: COLORS.textMuted });
+        break;
+      }
+      // Strings
+      if (line[i] === '"' || line[i] === "'") {
+        const quote = line[i];
+        let end = i + 1;
+        while (end < line.length && line[end] !== quote) end++;
+        tokens.push({
+          text: line.slice(i, end + 1),
+          color: COLORS.success,
+        });
+        i = end + 1;
+        continue;
+      }
+      // Words
+      if (/[a-zA-Z_]/.test(line[i])) {
+        let end = i;
+        while (end < line.length && /[a-zA-Z0-9_]/.test(line[end])) end++;
+        const word = line.slice(i, end);
+        let color: string | undefined;
+        if (keywords.has(word)) color = COLORS.purple;
+        else if (types.has(word)) color = COLORS.cyan;
+        else if (line[end] === "(") color = COLORS.accentLight;
+        tokens.push({ text: word, color });
+        i = end;
+        continue;
+      }
+      // Numbers
+      if (/[0-9]/.test(line[i])) {
+        let end = i;
+        while (end < line.length && /[0-9.]/.test(line[end])) end++;
+        tokens.push({ text: line.slice(i, end), color: COLORS.accent });
+        i = end;
+        continue;
+      }
+      // Other
+      tokens.push({ text: line[i] });
+      i++;
+    }
+    return tokens;
+  });
+};
+
+export const CodeBlock: React.FC<{
+  code: string;
+  fontSize?: number;
+  opacity?: number;
+  style?: React.CSSProperties;
+}> = ({ code, fontSize = 15, opacity = 1, style = {} }) => {
+  // Memoize tokenization — Remotion re-renders every frame and `code` is static.
+  const lines = useMemo(() => highlight(code), [code]);
+  return (
+    <div
+      style={{
+        fontFamily: FONTS.mono,
+        fontSize,
+        lineHeight: 1.55,
+        backgroundColor: "#0b1120",
+        border: `1px solid ${COLORS.border}`,
+        borderRadius: 10,
+        padding: "16px 20px",
+        color: COLORS.text,
+        whiteSpace: "pre",
+        opacity,
+        ...style,
+      }}
+    >
+      {lines.map((tokens, li) => (
+        <div key={li}>
+          {tokens.length === 0 ? (
+            <span>&nbsp;</span>
+          ) : (
+            tokens.map((t, ti) => (
+              <span key={ti} style={{ color: t.color || COLORS.text }}>
+                {t.text}
+              </span>
+            ))
+          )}
+        </div>
+      ))}
+    </div>
+  );
+};
diff --git a/docs/architecture-video/src/index.css b/docs/architecture-video/src/index.css
new file mode 100644
index 0000000000..f1d8c73cdc
--- /dev/null
+++ b/docs/architecture-video/src/index.css
@@ -0,0 +1 @@
+@import "tailwindcss";
diff --git a/docs/architecture-video/src/index.ts b/docs/architecture-video/src/index.ts
new file mode 100644
index 0000000000..f31c790edb
--- /dev/null
+++ b/docs/architecture-video/src/index.ts
@@ -0,0 +1,4 @@
+import { registerRoot } from "remotion";
+import { RemotionRoot } from "./Root";
+
+registerRoot(RemotionRoot);
diff --git a/docs/architecture-video/src/scenes/ChannelImplsScene.tsx b/docs/architecture-video/src/scenes/ChannelImplsScene.tsx
new file mode 100644
index 0000000000..a1853b8ef6
--- /dev/null
+++ b/docs/architecture-video/src/scenes/ChannelImplsScene.tsx
@@ -0,0 +1,187 @@
+import {
+  AbsoluteFill,
+  interpolate,
+  useCurrentFrame,
+  useVideoConfig,
+  Easing,
+} from "remotion";
+import { COLORS, FONTS } from "../theme";
+
+const CHANNELS = [
+  {
+    icon: "⌨",
+    name: "REPL",
+    file: "src/channels/repl.rs",
+    input: "stdin via rustyline",
+    output: "stdout + termimad markdown",
+    color: COLORS.primary,
+  },
+  {
+    icon: "🌐",
+    name: "HTTP",
+    file: "src/channels/http.rs",
+    input: "POST + HMAC-SHA256 validation",
+    output: "oneshot response channel",
+    color: COLORS.cyan,
+  },
+  {
+    icon: "💻",
+    name: "Web",
+    file: "src/channels/web/mod.rs",
+    input: "SSE/WebSocket + bearer auth",
+    output: "SseManager::broadcast_for_user()",
+    color: COLORS.accent,
+  },
+  {
+    icon: "📱",
+    name: "Signal",
+    file: "src/channels/signal.rs",
+    input: "signal-cli SSE /api/v1/events",
+    output: "JSON-RPC to /api/v1/rpc",
+    color: COLORS.success,
+  },
+  {
+    icon: "📺",
+    name: "TUI",
+    file: "src/channels/cli/ (ratatui)",
+    input: "crossterm key + mouse events",
+    output: "direct buffer render",
+    color: COLORS.purple,
+  },
+  {
+    icon: "🧩",
+    name: "WASM",
+    file: "src/channels/wasm/wrapper.rs",
+    input: "dynamic module + host_bridge",
+    output: "host bridge callbacks",
+    color: COLORS.pink,
+  },
+];
+
+export const ChannelImplsScene: React.FC = () => {
+  const frame = useCurrentFrame();
+  const { fps } = useVideoConfig();
+
+  const headingOpacity = interpolate(frame, [0, 0.4 * fps], [0, 1], {
+    extrapolateRight: "clamp",
+  });
+
+  return (
+    <AbsoluteFill
+      style={{
+        backgroundColor: COLORS.bg,
+        fontFamily: FONTS.sans,
+        padding: 60,
+      }}
+    >
+      <div
+        style={{
+          opacity: headingOpacity,
+          fontSize: 42,
+          fontWeight: 700,
+          color: COLORS.text,
+          marginBottom: 4,
+        }}
+      >
+        <span style={{ color: COLORS.cyan }}>Channel</span> implementations
+      </div>
+      <div
+        style={{
+          opacity: headingOpacity,
+          fontSize: 14,
+          color: COLORS.textMuted,
+          marginBottom: 30,
+          fontFamily: FONTS.mono,
+        }}
+      >
+        each implements the same 8-method trait &bull; plugged via
+        ChannelManager::register()
+      </div>
+
+      <div
+        style={{
+          display: "grid",
+          gridTemplateColumns: "1fr 1fr 1fr",
+          gap: 16,
+          flex: 1,
+        }}
+      >
+        {CHANNELS.map((c, i) => {
+          const delay = 0.4 + i * 0.3;
+          const opacity = interpolate(
+            frame,
+            [delay * fps, (delay + 0.35) * fps],
+            [0, 1],
+            { extrapolateLeft: "clamp", extrapolateRight: "clamp" },
+          );
+          const y = interpolate(
+            frame,
+            [delay * fps, (delay + 0.35) * fps],
+            [30, 0],
+            {
+              extrapolateLeft: "clamp",
+              extrapolateRight: "clamp",
+              easing: Easing.bezier(0.16, 1, 0.3, 1),
+            },
+          );
+
+          return (
+            <div
+              key={c.name}
+              style={{
+                opacity,
+                transform: `translateY(${y}px)`,
+                backgroundColor: COLORS.bgLight,
+                border: `1px solid ${COLORS.border}`,
+                borderTop: `4px solid ${c.color}`,
+                borderRadius: 12,
+                padding: "18px 22px",
+                display: "flex",
+                flexDirection: "column",
+                gap: 10,
+              }}
+            >
+              <div
+                style={{
+                  display: "flex",
+                  alignItems: "center",
+                  gap: 12,
+                }}
+              >
+                <div style={{ fontSize: 28 }}>{c.icon}</div>
+                <div
+                  style={{
+                    fontSize: 22,
+                    fontWeight: 800,
+                    color: c.color,
+                  }}
+                >
+                  {c.name}
+                </div>
+              </div>
+              <div
+                style={{
+                  fontSize: 11,
+                  color: COLORS.textMuted,
+                  fontFamily: FONTS.mono,
+                }}
+              >
+                {c.file}
+              </div>
+              <div style={{ fontSize: 12, marginTop: 4 }}>
+                <div style={{ color: COLORS.success, marginBottom: 4 }}>
+                  <span style={{ color: COLORS.textMuted }}>in:</span>{" "}
+                  {c.input}
+                </div>
+                <div style={{ color: COLORS.accent }}>
+                  <span style={{ color: COLORS.textMuted }}>out:</span>{" "}
+                  {c.output}
+                </div>
+              </div>
+            </div>
+          );
+        })}
+      </div>
+    </AbsoluteFill>
+  );
+};
diff --git a/docs/architecture-video/src/scenes/ChannelsRoutingScene.tsx b/docs/architecture-video/src/scenes/ChannelsRoutingScene.tsx
new file mode 100644
index 0000000000..fce6bafbaa
--- /dev/null
+++ b/docs/architecture-video/src/scenes/ChannelsRoutingScene.tsx
@@ -0,0 +1,187 @@
+import {
+  AbsoluteFill,
+  interpolate,
+  useCurrentFrame,
+  useVideoConfig,
+  Easing,
+} from "remotion";
+import { COLORS, FONTS } from "../theme";
+import { CodeBlock } from "../components/Code";
+
+const TRAIT_CODE = `// Simplified — see src/channels/channel.rs
+pub trait Channel: Send + Sync {
+  fn name(&self) -> &str;
+  async fn start(&self) -> Result<MessageStream, ChannelError>;
+  async fn respond(&self, msg: &IncomingMessage,
+                   resp: OutgoingResponse) -> Result<()>;
+  async fn send_status(&self, s: StatusUpdate,
+                       meta: &Value) -> Result<()>;
+  async fn broadcast(&self, user_id: &str,
+                     resp: OutgoingResponse) -> Result<()>;
+  async fn health_check(&self) -> Result<()>;
+  fn conversation_context(&self, meta: &Value)
+       -> HashMap<String, String>;
+  async fn shutdown(&self) -> Result<()>;
+}`;
+
+const MERGE_CODE = `// ChannelManager::start_all()
+let streams: Vec<MessageStream> = channels
+  .iter()
+  .map(|c| c.start())
+  .collect().await?;
+
+// Merge N channels into 1 stream
+stream::select_all(streams)`;
+
+export const ChannelsRoutingScene: React.FC = () => {
+  const frame = useCurrentFrame();
+  const { fps } = useVideoConfig();
+
+  const headingOpacity = interpolate(frame, [0, 0.4 * fps], [0, 1], {
+    extrapolateRight: "clamp",
+  });
+
+  const leftOpacity = interpolate(frame, [0.5 * fps, 1.2 * fps], [0, 1], {
+    extrapolateLeft: "clamp",
+    extrapolateRight: "clamp",
+  });
+  const leftX = interpolate(frame, [0.5 * fps, 1.2 * fps], [-30, 0], {
+    extrapolateLeft: "clamp",
+    extrapolateRight: "clamp",
+    easing: Easing.bezier(0.16, 1, 0.3, 1),
+  });
+
+  const rightOpacity = interpolate(frame, [1.5 * fps, 2.2 * fps], [0, 1], {
+    extrapolateLeft: "clamp",
+    extrapolateRight: "clamp",
+  });
+  const rightX = interpolate(frame, [1.5 * fps, 2.2 * fps], [30, 0], {
+    extrapolateLeft: "clamp",
+    extrapolateRight: "clamp",
+    easing: Easing.bezier(0.16, 1, 0.3, 1),
+  });
+
+  const routingOpacity = interpolate(
+    frame,
+    [2.8 * fps, 3.5 * fps],
+    [0, 1],
+    { extrapolateLeft: "clamp", extrapolateRight: "clamp" },
+  );
+
+  return (
+    <AbsoluteFill
+      style={{
+        backgroundColor: COLORS.bg,
+        fontFamily: FONTS.sans,
+        padding: 60,
+      }}
+    >
+      <div
+        style={{
+          opacity: headingOpacity,
+          fontSize: 42,
+          fontWeight: 700,
+          color: COLORS.text,
+          marginBottom: 4,
+        }}
+      >
+        <span style={{ color: COLORS.cyan }}>Channels</span> &mdash; trait +
+        stream merging
+      </div>
+      <div
+        style={{
+          opacity: headingOpacity,
+          fontSize: 14,
+          color: COLORS.textMuted,
+          marginBottom: 20,
+          fontFamily: FONTS.mono,
+        }}
+      >
+        src/channels/channel.rs &bull; src/channels/manager.rs
+      </div>
+
+      <div
+        style={{
+          position: "absolute",
+          left: 60,
+          top: 150,
+          width: 640,
+          opacity: leftOpacity,
+          transform: `translateX(${leftX}px)`,
+        }}
+      >
+        <div
+          style={{
+            fontSize: 12,
+            color: COLORS.textMuted,
+            fontFamily: FONTS.mono,
+            marginBottom: 6,
+            textTransform: "uppercase",
+            letterSpacing: 2,
+          }}
+        >
+          Channel trait (8 methods)
+        </div>
+        <CodeBlock code={TRAIT_CODE} fontSize={13} />
+      </div>
+
+      <div
+        style={{
+          position: "absolute",
+          right: 60,
+          top: 150,
+          width: 470,
+          opacity: rightOpacity,
+          transform: `translateX(${rightX}px)`,
+        }}
+      >
+        <div
+          style={{
+            fontSize: 12,
+            color: COLORS.textMuted,
+            fontFamily: FONTS.mono,
+            marginBottom: 6,
+            textTransform: "uppercase",
+            letterSpacing: 2,
+          }}
+        >
+          stream::select_all merges N→1
+        </div>
+        <CodeBlock code={MERGE_CODE} fontSize={13} />
+
+        <div
+          style={{
+            marginTop: 20,
+            opacity: routingOpacity,
+            backgroundColor: COLORS.bgLight,
+            border: `1px solid ${COLORS.border}`,
+            borderLeft: `4px solid ${COLORS.accent}`,
+            borderRadius: 8,
+            padding: "14px 18px",
+          }}
+        >
+          <div
+            style={{
+              fontSize: 14,
+              fontWeight: 700,
+              color: COLORS.accent,
+              marginBottom: 8,
+            }}
+          >
+            routing_target_from_metadata()
+          </div>
+          <div
+            style={{
+              fontSize: 11,
+              color: COLORS.textMuted,
+              fontFamily: FONTS.mono,
+              lineHeight: 1.7,
+            }}
+          >
+            signal_target → chat_id → channel_id → target
+          </div>
+        </div>
+      </div>
+    </AbsoluteFill>
+  );
+};
diff --git a/docs/architecture-video/src/scenes/CodeActScene.tsx b/docs/architecture-video/src/scenes/CodeActScene.tsx
new file mode 100644
index 0000000000..8324c5120c
--- /dev/null
+++ b/docs/architecture-video/src/scenes/CodeActScene.tsx
@@ -0,0 +1,341 @@
+import {
+  AbsoluteFill,
+  interpolate,
+  useCurrentFrame,
+  useVideoConfig,
+  Easing,
+  Sequence,
+} from "remotion";
+import { COLORS, FONTS } from "../theme";
+import { CodeBlock } from "../components/Code";
+
+const PYTHON_CODE = `# Monty VM (NOT CPython) - injected context:
+#   context, goal, step_number, user_timezone
+
+search = await web_search(query=goal)
+summary = llm_query(
+  prompt="Summarize findings",
+  context=search
+)
+
+if needs_approval(summary):
+  mission_create(
+    name="follow_up",
+    cadence="0 9 * * *",
+  )
+
+FINAL(summary)`;
+
+const HOST_FNS = [
+  "__execute_action__(name, params)",
+  "__list_skills__()",
+  "__llm_query__(prompt, context)",
+  "__memory_search__(query)",
+  "__policy_check__(action)",
+];
+
+export const CodeActScene: React.FC = () => {
+  const frame = useCurrentFrame();
+  const { fps } = useVideoConfig();
+
+  const headingOpacity = interpolate(frame, [0, 0.4 * fps], [0, 1], {
+    extrapolateRight: "clamp",
+  });
+
+  const codeOpacity = interpolate(
+    frame,
+    [0.5 * fps, 1.2 * fps],
+    [0, 1],
+    { extrapolateLeft: "clamp", extrapolateRight: "clamp" },
+  );
+
+  const codeX = interpolate(frame, [0.5 * fps, 1.2 * fps], [-30, 0], {
+    extrapolateLeft: "clamp",
+    extrapolateRight: "clamp",
+    easing: Easing.bezier(0.16, 1, 0.3, 1),
+  });
+
+  const arrowProgress = interpolate(
+    frame,
+    [2.5 * fps, 3.2 * fps],
+    [0, 1],
+    { extrapolateLeft: "clamp", extrapolateRight: "clamp" },
+  );
+
+  return (
+    <AbsoluteFill
+      style={{
+        backgroundColor: COLORS.bg,
+        fontFamily: FONTS.sans,
+        padding: 60,
+      }}
+    >
+      <div
+        style={{
+          opacity: headingOpacity,
+          fontSize: 42,
+          fontWeight: 700,
+          color: COLORS.text,
+          marginBottom: 4,
+        }}
+      >
+        <span style={{ color: COLORS.accent }}>CodeAct</span> &mdash; LLM
+        writes Python, Monty executes
+      </div>
+      <div
+        style={{
+          opacity: headingOpacity,
+          fontSize: 14,
+          color: COLORS.textMuted,
+          marginBottom: 24,
+          fontFamily: FONTS.mono,
+        }}
+      >
+        crates/ironclaw_engine/prompts/codeact_preamble.md &bull;
+        crates/ironclaw_engine/src/executor/orchestrator.rs
+      </div>
+
+      {/* Left: Python code */}
+      <div
+        style={{
+          position: "absolute",
+          left: 60,
+          top: 160,
+          width: 560,
+          opacity: codeOpacity,
+          transform: `translateX(${codeX}px)`,
+        }}
+      >
+        <div
+          style={{
+            fontSize: 14,
+            color: COLORS.textMuted,
+            fontFamily: FONTS.mono,
+            marginBottom: 8,
+            textTransform: "uppercase",
+            letterSpacing: 2,
+          }}
+        >
+          ① LLM output
+        </div>
+        <CodeBlock code={PYTHON_CODE} fontSize={14} />
+      </div>
+
+      {/* Arrow */}
+      <svg
+        width="120"
+        height="60"
+        style={{
+          position: "absolute",
+          left: 620,
+          top: 380,
+          opacity: arrowProgress,
+        }}
+      >
+        <line
+          x1={0}
+          y1={30}
+          x2={100}
+          y2={30}
+          stroke={COLORS.accent}
+          strokeWidth={3}
+          strokeDasharray={100}
+          strokeDashoffset={100 * (1 - arrowProgress)}
+        />
+        <polygon
+          points="100,22 115,30 100,38"
+          fill={COLORS.accent}
+          opacity={arrowProgress > 0.8 ? 1 : 0}
+        />
+      </svg>
+
+      {/* Right: Host function dispatch */}
+      <Sequence from={Math.round(2.8 * fps)} layout="none">
+        <HostFnPanel />
+      </Sequence>
+
+      {/* Bottom: suspension flow */}
+      <Sequence from={Math.round(5.5 * fps)} layout="none">
+        <SuspendFlow />
+      </Sequence>
+    </AbsoluteFill>
+  );
+};
+
+const HostFnPanel: React.FC = () => {
+  const frame = useCurrentFrame();
+  const { fps } = useVideoConfig();
+
+  const opacity = interpolate(frame, [0, 0.5 * fps], [0, 1], {
+    extrapolateRight: "clamp",
+  });
+  const x = interpolate(frame, [0, 0.5 * fps], [30, 0], {
+    extrapolateRight: "clamp",
+    easing: Easing.bezier(0.16, 1, 0.3, 1),
+  });
+
+  return (
+    <div
+      style={{
+        position: "absolute",
+        left: 760,
+        top: 160,
+        width: 440,
+        opacity,
+        transform: `translateX(${x}px)`,
+      }}
+    >
+      <div
+        style={{
+          fontSize: 14,
+          color: COLORS.textMuted,
+          fontFamily: FONTS.mono,
+          marginBottom: 8,
+          textTransform: "uppercase",
+          letterSpacing: 2,
+        }}
+      >
+        ② Rust host functions
+      </div>
+      <div
+        style={{
+          backgroundColor: "#0b1120",
+          border: `1px solid ${COLORS.border}`,
+          borderRadius: 10,
+          padding: 20,
+        }}
+      >
+        {HOST_FNS.map((fn, i) => {
+          const delay = 0.2 + i * 0.2;
+          const itemOpacity = interpolate(
+            frame,
+            [delay * fps, (delay + 0.3) * fps],
+            [0, 1],
+            { extrapolateLeft: "clamp", extrapolateRight: "clamp" },
+          );
+          return (
+            <div
+              key={fn}
+              style={{
+                opacity: itemOpacity,
+                fontSize: 13,
+                color: COLORS.cyan,
+                fontFamily: FONTS.mono,
+                padding: "6px 0",
+                borderBottom:
+                  i < HOST_FNS.length - 1
+                    ? `1px solid ${COLORS.border}`
+                    : "none",
+              }}
+            >
+              <span style={{ color: COLORS.purple }}>fn</span> {fn}
+            </div>
+          );
+        })}
+      </div>
+    </div>
+  );
+};
+
+const SuspendFlow: React.FC = () => {
+  const frame = useCurrentFrame();
+  const { fps } = useVideoConfig();
+
+  const boxes = [
+    { label: "Python suspends", color: COLORS.accent },
+    { label: "Lease check", color: COLORS.danger },
+    { label: "Policy check", color: COLORS.danger },
+    { label: "ToolDispatcher", color: COLORS.primary },
+    { label: "Result → Python", color: COLORS.success },
+  ];
+
+  return (
+    <div
+      style={{
+        position: "absolute",
+        left: 60,
+        right: 60,
+        bottom: 60,
+      }}
+    >
+      <div
+        style={{
+          fontSize: 14,
+          color: COLORS.textMuted,
+          fontFamily: FONTS.mono,
+          marginBottom: 10,
+          textTransform: "uppercase",
+          letterSpacing: 2,
+        }}
+      >
+        ③ Suspend → execute → resume
+      </div>
+      <div
+        style={{
+          display: "flex",
+          alignItems: "center",
+          gap: 6,
+        }}
+      >
+        {boxes.map((b, i) => {
+          const delay = 0.3 + i * 0.35;
+          const opacity = interpolate(
+            frame,
+            [delay * fps, (delay + 0.3) * fps],
+            [0, 1],
+            { extrapolateLeft: "clamp", extrapolateRight: "clamp" },
+          );
+          const scale = interpolate(
+            frame,
+            [delay * fps, (delay + 0.3) * fps],
+            [0.85, 1],
+            {
+              extrapolateLeft: "clamp",
+              extrapolateRight: "clamp",
+              easing: Easing.bezier(0.16, 1, 0.3, 1),
+            },
+          );
+          return (
+            <div
+              key={b.label}
+              style={{
+                display: "flex",
+                alignItems: "center",
+                gap: 6,
+              }}
+            >
+              <div
+                style={{
+                  opacity,
+                  transform: `scale(${scale})`,
+                  backgroundColor: COLORS.bgLight,
+                  border: `2px solid ${b.color}`,
+                  borderRadius: 8,
+                  padding: "10px 14px",
+                  fontSize: 13,
+                  fontWeight: 700,
+                  color: b.color,
+                  fontFamily: FONTS.mono,
+                  whiteSpace: "nowrap",
+                }}
+              >
+                {b.label}
+              </div>
+              {i < boxes.length - 1 && (
+                <div
+                  style={{
+                    opacity: opacity * 0.7,
+                    fontSize: 20,
+                    color: COLORS.textMuted,
+                  }}
+                >
+                  →
+                </div>
+              )}
+            </div>
+          );
+        })}
+      </div>
+    </div>
+  );
+};
diff --git a/docs/architecture-video/src/scenes/ExecutionLoopScene.tsx b/docs/architecture-video/src/scenes/ExecutionLoopScene.tsx
new file mode 100644
index 0000000000..a085549f62
--- /dev/null
+++ b/docs/architecture-video/src/scenes/ExecutionLoopScene.tsx
@@ -0,0 +1,185 @@
+import {
+  AbsoluteFill,
+  interpolate,
+  useCurrentFrame,
+  useVideoConfig,
+  Easing,
+} from "remotion";
+import { COLORS, FONTS } from "../theme";
+
+const STEPS = [
+  { n: 1, label: "Load checkpoint", detail: "resume from prior run" },
+  { n: 2, label: "Transition → Running", detail: "ThreadState state machine" },
+  { n: 3, label: "Pre-fetch memory docs", detail: "shared context injection" },
+  { n: 4, label: "Inject CodeAct prompt", detail: "preamble + actions from leases" },
+  { n: 5, label: "Load Python orchestrator", detail: "versioned, self-modify opt-in" },
+  { n: 6, label: "execute_orchestrator()", detail: "Monty VM runs user code" },
+  { n: 7, label: "Persist state + events", detail: "never deleted, full audit" },
+];
+
+export const ExecutionLoopScene: React.FC = () => {
+  const frame = useCurrentFrame();
+  const { fps } = useVideoConfig();
+
+  const headingOpacity = interpolate(frame, [0, 0.4 * fps], [0, 1], {
+    extrapolateRight: "clamp",
+  });
+
+  return (
+    <AbsoluteFill
+      style={{
+        backgroundColor: COLORS.bg,
+        fontFamily: FONTS.sans,
+        padding: 60,
+      }}
+    >
+      <div
+        style={{
+          opacity: headingOpacity,
+          fontSize: 42,
+          fontWeight: 700,
+          color: COLORS.text,
+          marginBottom: 4,
+        }}
+      >
+        <span style={{ color: COLORS.cyan }}>ExecutionLoop::run()</span>
+      </div>
+      <div
+        style={{
+          opacity: headingOpacity,
+          fontSize: 14,
+          color: COLORS.textMuted,
+          marginBottom: 30,
+          fontFamily: FONTS.mono,
+        }}
+      >
+        crates/ironclaw_engine/src/executor/loop_engine.rs:188
+      </div>
+
+      <div
+        style={{
+          display: "flex",
+          flexDirection: "column",
+          gap: 14,
+        }}
+      >
+        {STEPS.map((s, i) => {
+          const delay = 0.4 + i * 0.5;
+          const opacity = interpolate(
+            frame,
+            [delay * fps, (delay + 0.35) * fps],
+            [0, 1],
+            { extrapolateLeft: "clamp", extrapolateRight: "clamp" },
+          );
+          const scale = interpolate(
+            frame,
+            [delay * fps, (delay + 0.35) * fps],
+            [0.92, 1],
+            {
+              extrapolateLeft: "clamp",
+              extrapolateRight: "clamp",
+              easing: Easing.bezier(0.16, 1, 0.3, 1),
+            },
+          );
+
+          // Connector line between steps
+          const lineProgress =
+            i < STEPS.length - 1
+              ? interpolate(
+                  frame,
+                  [(delay + 0.3) * fps, (delay + 0.55) * fps],
+                  [0, 1],
+                  { extrapolateLeft: "clamp", extrapolateRight: "clamp" },
+                )
+              : 0;
+
+          return (
+            <div
+              key={s.n}
+              style={{
+                position: "relative",
+                opacity,
+                transform: `scale(${scale})`,
+                transformOrigin: "left center",
+              }}
+            >
+              <div
+                style={{
+                  display: "flex",
+                  alignItems: "center",
+                  gap: 20,
+                }}
+              >
+                <div
+                  style={{
+                    width: 44,
+                    height: 44,
+                    borderRadius: "50%",
+                    backgroundColor: COLORS.cyan,
+                    color: COLORS.bg,
+                    display: "flex",
+                    justifyContent: "center",
+                    alignItems: "center",
+                    fontSize: 18,
+                    fontWeight: 800,
+                    flexShrink: 0,
+                    fontFamily: FONTS.mono,
+                  }}
+                >
+                  {s.n}
+                </div>
+                <div
+                  style={{
+                    flex: 1,
+                    backgroundColor: COLORS.bgLight,
+                    border: `1px solid ${COLORS.border}`,
+                    borderRadius: 8,
+                    padding: "10px 20px",
+                    display: "flex",
+                    alignItems: "center",
+                    justifyContent: "space-between",
+                  }}
+                >
+                  <div
+                    style={{
+                      fontSize: 18,
+                      fontWeight: 700,
+                      color: COLORS.text,
+                      fontFamily: FONTS.mono,
+                    }}
+                  >
+                    {s.label}
+                  </div>
+                  <div
+                    style={{
+                      fontSize: 13,
+                      color: COLORS.textMuted,
+                      fontFamily: FONTS.mono,
+                    }}
+                  >
+                    {s.detail}
+                  </div>
+                </div>
+              </div>
+              {i < STEPS.length - 1 && (
+                <div
+                  style={{
+                    position: "absolute",
+                    left: 22,
+                    top: 44,
+                    width: 2,
+                    height: 14,
+                    backgroundColor: COLORS.cyan,
+                    opacity: lineProgress,
+                    transformOrigin: "top",
+                    transform: `scaleY(${lineProgress})`,
+                  }}
+                />
+              )}
+            </div>
+          );
+        })}
+      </div>
+    </AbsoluteFill>
+  );
+};
diff --git a/docs/architecture-video/src/scenes/LlmDecoratorScene.tsx b/docs/architecture-video/src/scenes/LlmDecoratorScene.tsx
new file mode 100644
index 0000000000..e7391cf253
--- /dev/null
+++ b/docs/architecture-video/src/scenes/LlmDecoratorScene.tsx
@@ -0,0 +1,199 @@
+import {
+  AbsoluteFill,
+  interpolate,
+  useCurrentFrame,
+  useVideoConfig,
+  Easing,
+} from "remotion";
+import { COLORS, FONTS } from "../theme";
+
+const LAYERS = [
+  {
+    name: "SmartRouting",
+    desc: "pick provider by cost/latency/capability",
+    color: COLORS.primary,
+  },
+  {
+    name: "CircuitBreaker",
+    desc: "fail fast on downstream outage",
+    color: COLORS.danger,
+  },
+  {
+    name: "Retry",
+    desc: "exponential backoff + jitter",
+    color: COLORS.accent,
+  },
+  {
+    name: "Failover",
+    desc: "secondary provider on primary failure",
+    color: COLORS.purple,
+  },
+  {
+    name: "Cached",
+    desc: "prompt-hash cache for deterministic calls",
+    color: COLORS.cyan,
+  },
+  {
+    name: "TokenRefreshing",
+    desc: "OAuth token rotation",
+    color: COLORS.success,
+  },
+  {
+    name: "Base Provider",
+    desc: "Anthropic / OpenAI / Bedrock / NearAi / Ollama",
+    color: COLORS.pink,
+    base: true,
+  },
+];
+
+export const LlmDecoratorScene: React.FC = () => {
+  const frame = useCurrentFrame();
+  const { fps } = useVideoConfig();
+
+  const headingOpacity = interpolate(frame, [0, 0.4 * fps], [0, 1], {
+    extrapolateRight: "clamp",
+  });
+
+  return (
+    <AbsoluteFill
+      style={{
+        backgroundColor: COLORS.bg,
+        fontFamily: FONTS.sans,
+        padding: 60,
+      }}
+    >
+      <div
+        style={{
+          opacity: headingOpacity,
+          fontSize: 42,
+          fontWeight: 700,
+          color: COLORS.text,
+          marginBottom: 4,
+        }}
+      >
+        <span style={{ color: COLORS.primary }}>LlmProvider</span> &mdash;
+        decorator chain
+      </div>
+      <div
+        style={{
+          opacity: headingOpacity,
+          fontSize: 14,
+          color: COLORS.textMuted,
+          marginBottom: 30,
+          fontFamily: FONTS.mono,
+        }}
+      >
+        src/llm/provider.rs &bull; each decorator wraps the next, same trait
+      </div>
+
+      <div
+        style={{
+          display: "flex",
+          flexDirection: "column",
+          gap: 0,
+          maxWidth: 900,
+          margin: "0 auto",
+          width: "100%",
+        }}
+      >
+        {LAYERS.map((layer, i) => {
+          const delay = 0.3 + i * 0.35;
+          const opacity = interpolate(
+            frame,
+            [delay * fps, (delay + 0.35) * fps],
+            [0, 1],
+            { extrapolateLeft: "clamp", extrapolateRight: "clamp" },
+          );
+          const scale = interpolate(
+            frame,
+            [delay * fps, (delay + 0.35) * fps],
+            [0.9, 1],
+            {
+              extrapolateLeft: "clamp",
+              extrapolateRight: "clamp",
+              easing: Easing.bezier(0.16, 1, 0.3, 1),
+            },
+          );
+
+          const indent = layer.base ? 0 : i * 8;
+
+          return (
+            <div
+              key={layer.name}
+              style={{
+                opacity,
+                transform: `scale(${scale})`,
+                marginLeft: indent,
+                marginRight: indent,
+                backgroundColor: layer.base
+                  ? `${layer.color}20`
+                  : COLORS.bgLight,
+                border: `2px solid ${layer.color}`,
+                borderRadius: 10,
+                padding: "12px 22px",
+                display: "flex",
+                alignItems: "center",
+                gap: 16,
+                marginBottom: 6,
+              }}
+            >
+              <div
+                style={{
+                  fontSize: 11,
+                  color: COLORS.textMuted,
+                  fontFamily: FONTS.mono,
+                  minWidth: 24,
+                }}
+              >
+                {layer.base ? "■" : `${i + 1}.`}
+              </div>
+              <div
+                style={{
+                  fontSize: 18,
+                  fontWeight: 800,
+                  color: layer.color,
+                  fontFamily: FONTS.mono,
+                  minWidth: 220,
+                }}
+              >
+                {layer.name}
+              </div>
+              <div
+                style={{
+                  fontSize: 13,
+                  color: COLORS.textMuted,
+                  fontFamily: FONTS.mono,
+                }}
+              >
+                {layer.desc}
+              </div>
+            </div>
+          );
+        })}
+      </div>
+
+      {(() => {
+        const flowOpacity = interpolate(
+          frame,
+          [3.5 * fps, 4.0 * fps],
+          [0, 1],
+          { extrapolateLeft: "clamp", extrapolateRight: "clamp" },
+        );
+        return (
+          <div
+            style={{
+              opacity: flowOpacity,
+              textAlign: "center",
+              marginTop: 16,
+              fontSize: 13,
+              color: COLORS.textMuted,
+              fontFamily: FONTS.mono,
+            }}
+          >
+            agent → top of chain → ... → base provider → HTTP call
+          </div>
+        );
+      })()}
+    </AbsoluteFill>
+  );
+};
diff --git a/docs/architecture-video/src/scenes/OutroScene.tsx b/docs/architecture-video/src/scenes/OutroScene.tsx
new file mode 100644
index 0000000000..28d100d93c
--- /dev/null
+++ b/docs/architecture-video/src/scenes/OutroScene.tsx
@@ -0,0 +1,195 @@
+import {
+  AbsoluteFill,
+  interpolate,
+  useCurrentFrame,
+  useVideoConfig,
+  Easing,
+} from "remotion";
+import { COLORS, FONTS } from "../theme";
+
+const STEPS = [
+  { cmd: "git clone", desc: "Clone the repo" },
+  { cmd: "cargo test", desc: "Run the test suite" },
+  { cmd: "cargo run", desc: "Start the assistant" },
+  { cmd: "Read CLAUDE.md", desc: "Module specs are your guide" },
+];
+
+export const OutroScene: React.FC = () => {
+  const frame = useCurrentFrame();
+  const { fps } = useVideoConfig();
+
+  const titleOpacity = interpolate(frame, [0, 0.5 * fps], [0, 1], {
+    extrapolateRight: "clamp",
+  });
+
+  const titleY = interpolate(frame, [0, 0.5 * fps], [30, 0], {
+    extrapolateRight: "clamp",
+    easing: Easing.bezier(0.16, 1, 0.3, 1),
+  });
+
+  const lineWidth = interpolate(frame, [0.6 * fps, 1.2 * fps], [0, 300], {
+    extrapolateRight: "clamp",
+    easing: Easing.bezier(0.16, 1, 0.3, 1),
+  });
+
+  const footerOpacity = interpolate(
+    frame,
+    [3.0 * fps, 3.5 * fps],
+    [0, 1],
+    { extrapolateRight: "clamp" },
+  );
+
+  return (
+    <AbsoluteFill
+      style={{
+        backgroundColor: COLORS.bg,
+        fontFamily: FONTS.sans,
+        justifyContent: "center",
+        alignItems: "center",
+      }}
+    >
+      {/* Grid background */}
+      <AbsoluteFill
+        style={{
+          opacity: 0.05,
+          backgroundImage: `linear-gradient(${COLORS.primary} 1px, transparent 1px), linear-gradient(90deg, ${COLORS.primary} 1px, transparent 1px)`,
+          backgroundSize: "60px 60px",
+        }}
+      />
+
+      {/* Glow */}
+      <div
+        style={{
+          position: "absolute",
+          width: 500,
+          height: 500,
+          borderRadius: "50%",
+          background: `radial-gradient(circle, ${COLORS.accent}15 0%, transparent 70%)`,
+          top: "50%",
+          left: "50%",
+          transform: "translate(-50%, -50%)",
+        }}
+      />
+
+      <div
+        style={{
+          opacity: titleOpacity,
+          transform: `translateY(${titleY}px)`,
+          fontSize: 52,
+          fontWeight: 800,
+          color: COLORS.text,
+          marginBottom: 12,
+          textAlign: "center",
+        }}
+      >
+        Start <span style={{ color: COLORS.accent }}>Contributing</span>
+      </div>
+
+      <div
+        style={{
+          width: lineWidth,
+          height: 3,
+          backgroundColor: COLORS.accent,
+          borderRadius: 2,
+          marginBottom: 48,
+        }}
+      />
+
+      {/* Getting started steps */}
+      <div
+        style={{
+          display: "flex",
+          flexDirection: "column",
+          gap: 16,
+          width: 600,
+        }}
+      >
+        {STEPS.map((step, i) => {
+          const delay = 1.0 + i * 0.35;
+          const opacity = interpolate(
+            frame,
+            [delay * fps, (delay + 0.3) * fps],
+            [0, 1],
+            { extrapolateLeft: "clamp", extrapolateRight: "clamp" },
+          );
+          const x = interpolate(
+            frame,
+            [delay * fps, (delay + 0.3) * fps],
+            [20, 0],
+            {
+              extrapolateLeft: "clamp",
+              extrapolateRight: "clamp",
+              easing: Easing.bezier(0.16, 1, 0.3, 1),
+            },
+          );
+
+          return (
+            <div
+              key={step.cmd}
+              style={{
+                opacity,
+                transform: `translateX(${x}px)`,
+                display: "flex",
+                alignItems: "center",
+                gap: 20,
+              }}
+            >
+              <div
+                style={{
+                  width: 36,
+                  height: 36,
+                  borderRadius: "50%",
+                  backgroundColor: COLORS.accent,
+                  color: COLORS.bg,
+                  display: "flex",
+                  justifyContent: "center",
+                  alignItems: "center",
+                  fontSize: 18,
+                  fontWeight: 800,
+                  flexShrink: 0,
+                }}
+              >
+                {i + 1}
+              </div>
+              <div
+                style={{
+                  fontSize: 20,
+                  fontWeight: 700,
+                  color: COLORS.primary,
+                  fontFamily: FONTS.mono,
+                  minWidth: 200,
+                }}
+              >
+                {step.cmd}
+              </div>
+              <div
+                style={{
+                  fontSize: 16,
+                  color: COLORS.textMuted,
+                }}
+              >
+                {step.desc}
+              </div>
+            </div>
+          );
+        })}
+      </div>
+
+      {/* Footer */}
+      <div
+        style={{
+          position: "absolute",
+          bottom: 60,
+          opacity: footerOpacity,
+          fontSize: 18,
+          color: COLORS.textMuted,
+          fontFamily: FONTS.mono,
+          textAlign: "center",
+        }}
+      >
+        Built with Rust + Tokio &bull; All I/O is async &bull; cargo fmt
+        &amp;&amp; cargo clippy &amp;&amp; cargo test
+      </div>
+    </AbsoluteFill>
+  );
+};
diff --git a/docs/architecture-video/src/scenes/PrimitivesScene.tsx b/docs/architecture-video/src/scenes/PrimitivesScene.tsx
new file mode 100644
index 0000000000..17abbb9446
--- /dev/null
+++ b/docs/architecture-video/src/scenes/PrimitivesScene.tsx
@@ -0,0 +1,178 @@
+import {
+  AbsoluteFill,
+  interpolate,
+  useCurrentFrame,
+  useVideoConfig,
+  Easing,
+} from "remotion";
+import { COLORS, FONTS } from "../theme";
+
+const PRIMITIVES = [
+  {
+    name: "Thread",
+    replaces: "Session + Job + Routine + Sub-agent",
+    desc: "Unit of work. Has state, config, messages, leases, events.",
+    color: COLORS.primary,
+    file: "crates/ironclaw_engine/src/types/thread.rs",
+  },
+  {
+    name: "Step",
+    replaces: "Turn + LLM Call + Tool Call",
+    desc: "Unit of execution. LLM call + subsequent action executions.",
+    color: COLORS.cyan,
+    file: "crates/ironclaw_engine/src/types/step.rs",
+  },
+  {
+    name: "Capability",
+    replaces: "Tool + Skill + Hook",
+    desc: "Unit of effect with leases and policies.",
+    color: COLORS.accent,
+    file: "crates/ironclaw_engine/src/capability/",
+  },
+  {
+    name: "MemoryDoc",
+    replaces: "Summary + Lesson + Skill + Note",
+    desc: "Durable knowledge. Injected into context on thread start.",
+    color: COLORS.success,
+    file: "crates/ironclaw_engine/src/types/memory.rs",
+  },
+  {
+    name: "Project",
+    replaces: "Workspace + Namespace",
+    desc: "Context scope. Owns memory, threads, missions.",
+    color: COLORS.purple,
+    file: "crates/ironclaw_engine/src/types/project.rs",
+  },
+];
+
+export const PrimitivesScene: React.FC = () => {
+  const frame = useCurrentFrame();
+  const { fps } = useVideoConfig();
+
+  const headingOpacity = interpolate(frame, [0, 0.4 * fps], [0, 1], {
+    extrapolateRight: "clamp",
+  });
+
+  return (
+    <AbsoluteFill
+      style={{
+        backgroundColor: COLORS.bg,
+        fontFamily: FONTS.sans,
+        padding: 60,
+      }}
+    >
+      <div
+        style={{
+          opacity: headingOpacity,
+          fontSize: 42,
+          fontWeight: 700,
+          color: COLORS.text,
+          marginBottom: 8,
+        }}
+      >
+        <span style={{ color: COLORS.primary }}>Engine v2</span> &mdash; Five
+        Primitives
+      </div>
+      <div
+        style={{
+          opacity: headingOpacity,
+          fontSize: 16,
+          color: COLORS.textMuted,
+          marginBottom: 36,
+          fontFamily: FONTS.mono,
+        }}
+      >
+        crates/ironclaw_engine/ &mdash; replaces ~10 v1 abstractions
+      </div>
+
+      <div
+        style={{
+          display: "flex",
+          flexDirection: "column",
+          gap: 14,
+        }}
+      >
+        {PRIMITIVES.map((p, i) => {
+          const delay = 0.4 + i * 0.35;
+          const opacity = interpolate(
+            frame,
+            [delay * fps, (delay + 0.4) * fps],
+            [0, 1],
+            { extrapolateLeft: "clamp", extrapolateRight: "clamp" },
+          );
+          const x = interpolate(
+            frame,
+            [delay * fps, (delay + 0.4) * fps],
+            [-40, 0],
+            {
+              extrapolateLeft: "clamp",
+              extrapolateRight: "clamp",
+              easing: Easing.bezier(0.16, 1, 0.3, 1),
+            },
+          );
+
+          return (
+            <div
+              key={p.name}
+              style={{
+                opacity,
+                transform: `translateX(${x}px)`,
+                backgroundColor: COLORS.bgLight,
+                border: `1px solid ${COLORS.border}`,
+                borderLeft: `5px solid ${p.color}`,
+                borderRadius: 10,
+                padding: "16px 24px",
+                display: "flex",
+                alignItems: "center",
+                gap: 24,
+              }}
+            >
+              <div
+                style={{
+                  fontSize: 26,
+                  fontWeight: 800,
+                  color: p.color,
+                  fontFamily: FONTS.mono,
+                  minWidth: 180,
+                }}
+              >
+                {p.name}
+              </div>
+              <div style={{ flex: 1 }}>
+                <div
+                  style={{
+                    fontSize: 15,
+                    color: COLORS.text,
+                    marginBottom: 4,
+                  }}
+                >
+                  {p.desc}
+                </div>
+                <div
+                  style={{
+                    fontSize: 12,
+                    color: COLORS.textMuted,
+                    fontFamily: FONTS.mono,
+                  }}
+                >
+                  replaces: {p.replaces}
+                </div>
+              </div>
+              <div
+                style={{
+                  fontSize: 11,
+                  color: COLORS.textMuted,
+                  fontFamily: FONTS.mono,
+                  maxWidth: 260,
+                  textAlign: "right",
+                }}
+              >
+                {p.file}
+              </div>
+            </div>
+          );
+        })}
+      </div>
+    </AbsoluteFill>
+  );
+};
diff --git a/docs/architecture-video/src/scenes/SkillsPipelineScene.tsx b/docs/architecture-video/src/scenes/SkillsPipelineScene.tsx
new file mode 100644
index 0000000000..7f9a3a9715
--- /dev/null
+++ b/docs/architecture-video/src/scenes/SkillsPipelineScene.tsx
@@ -0,0 +1,224 @@
+import {
+  AbsoluteFill,
+  interpolate,
+  useCurrentFrame,
+  useVideoConfig,
+  Easing,
+} from "remotion";
+import { COLORS, FONTS } from "../theme";
+
+const STAGES = [
+  {
+    n: 1,
+    name: "Gating",
+    color: COLORS.cyan,
+    desc: "Check requires: bins, env, config",
+    detail: "Skip skills whose prerequisites are missing",
+    example: "requires: { bins: [ffmpeg], env: [API_KEY] }",
+  },
+  {
+    n: 2,
+    name: "Scoring",
+    color: COLORS.primary,
+    desc: "Deterministic relevance score",
+    detail: "keywords (10/5, cap 30) + patterns (20, cap 40) + tags (3, cap 15)",
+    example: "exclude_keywords veto → score = 0",
+  },
+  {
+    n: 3,
+    name: "Budget",
+    color: COLORS.accent,
+    desc: "Fit within SKILLS_MAX_TOKENS",
+    detail: "Select top-scoring skills within prompt budget",
+    example: "num_tokens_from_string(frontmatter + body)",
+  },
+  {
+    n: 4,
+    name: "Attenuation",
+    color: COLORS.danger,
+    desc: "Minimum trust determines tool ceiling",
+    detail: "Trusted: all tools  |  Installed: read-only only",
+    example: "memory_search, memory_read, time, echo, json",
+  },
+];
+
+export const SkillsPipelineScene: React.FC = () => {
+  const frame = useCurrentFrame();
+  const { fps } = useVideoConfig();
+
+  const headingOpacity = interpolate(frame, [0, 0.4 * fps], [0, 1], {
+    extrapolateRight: "clamp",
+  });
+
+  return (
+    <AbsoluteFill
+      style={{
+        backgroundColor: COLORS.bg,
+        fontFamily: FONTS.sans,
+        padding: 60,
+      }}
+    >
+      <div
+        style={{
+          opacity: headingOpacity,
+          fontSize: 42,
+          fontWeight: 700,
+          color: COLORS.text,
+          marginBottom: 4,
+        }}
+      >
+        <span style={{ color: COLORS.accentLight }}>Skills</span> &mdash;
+        selection pipeline
+      </div>
+      <div
+        style={{
+          opacity: headingOpacity,
+          fontSize: 14,
+          color: COLORS.textMuted,
+          marginBottom: 30,
+          fontFamily: FONTS.mono,
+        }}
+      >
+        src/skills/ &bull; SKILL.md + YAML frontmatter &bull; called from Python
+        via __list_skills__()
+      </div>
+
+      <div
+        style={{
+          display: "flex",
+          gap: 12,
+          flex: 1,
+          alignItems: "stretch",
+        }}
+      >
+        {STAGES.map((s, i) => {
+          const delay = 0.4 + i * 0.45;
+          const opacity = interpolate(
+            frame,
+            [delay * fps, (delay + 0.4) * fps],
+            [0, 1],
+            { extrapolateLeft: "clamp", extrapolateRight: "clamp" },
+          );
+          const y = interpolate(
+            frame,
+            [delay * fps, (delay + 0.4) * fps],
+            [30, 0],
+            {
+              extrapolateLeft: "clamp",
+              extrapolateRight: "clamp",
+              easing: Easing.bezier(0.16, 1, 0.3, 1),
+            },
+          );
+          const arrowProgress =
+            i < STAGES.length - 1
+              ? interpolate(
+                  frame,
+                  [(delay + 0.3) * fps, (delay + 0.55) * fps],
+                  [0, 1],
+                  { extrapolateLeft: "clamp", extrapolateRight: "clamp" },
+                )
+              : 0;
+
+          return (
+            <div
+              key={s.n}
+              style={{
+                flex: 1,
+                position: "relative",
+                display: "flex",
+              }}
+            >
+              <div
+                style={{
+                  flex: 1,
+                  opacity,
+                  transform: `translateY(${y}px)`,
+                  backgroundColor: COLORS.bgLight,
+                  border: `1px solid ${COLORS.border}`,
+                  borderTop: `4px solid ${s.color}`,
+                  borderRadius: 12,
+                  padding: "20px 22px",
+                  display: "flex",
+                  flexDirection: "column",
+                }}
+              >
+                <div
+                  style={{
+                    fontSize: 12,
+                    color: COLORS.textMuted,
+                    fontFamily: FONTS.mono,
+                    marginBottom: 4,
+                  }}
+                >
+                  STAGE {s.n}
+                </div>
+                <div
+                  style={{
+                    fontSize: 26,
+                    fontWeight: 800,
+                    color: s.color,
+                    marginBottom: 12,
+                  }}
+                >
+                  {s.name}
+                </div>
+                <div
+                  style={{
+                    fontSize: 14,
+                    color: COLORS.text,
+                    marginBottom: 14,
+                    fontWeight: 600,
+                  }}
+                >
+                  {s.desc}
+                </div>
+                <div
+                  style={{
+                    fontSize: 12,
+                    color: COLORS.textMuted,
+                    marginBottom: 18,
+                    lineHeight: 1.5,
+                  }}
+                >
+                  {s.detail}
+                </div>
+                <div
+                  style={{
+                    marginTop: "auto",
+                    fontSize: 11,
+                    color: s.color,
+                    fontFamily: FONTS.mono,
+                    backgroundColor: "#0b1120",
+                    padding: "8px 10px",
+                    borderRadius: 6,
+                    border: `1px solid ${COLORS.border}`,
+                  }}
+                >
+                  {s.example}
+                </div>
+              </div>
+              {i < STAGES.length - 1 && (
+                <div
+                  style={{
+                    position: "absolute",
+                    right: -14,
+                    top: "50%",
+                    transform: `translateY(-50%) scaleX(${arrowProgress})`,
+                    transformOrigin: "left",
+                    fontSize: 28,
+                    color: s.color,
+                    fontWeight: 800,
+                    opacity: arrowProgress,
+                    zIndex: 10,
+                  }}
+                >
+                  →
+                </div>
+              )}
+            </div>
+          );
+        })}
+      </div>
+    </AbsoluteFill>
+  );
+};
diff --git a/docs/architecture-video/src/scenes/ThreadStateScene.tsx b/docs/architecture-video/src/scenes/ThreadStateScene.tsx
new file mode 100644
index 0000000000..ba51fc92cf
--- /dev/null
+++ b/docs/architecture-video/src/scenes/ThreadStateScene.tsx
@@ -0,0 +1,202 @@
+import {
+  AbsoluteFill,
+  interpolate,
+  useCurrentFrame,
+  useVideoConfig,
+  Easing,
+} from "remotion";
+import { COLORS, FONTS } from "../theme";
+
+type State = {
+  label: string;
+  x: number;
+  y: number;
+  color: string;
+};
+
+const STATES: State[] = [
+  { label: "Created", x: 50, y: 230, color: COLORS.textMuted },
+  { label: "Running", x: 270, y: 230, color: COLORS.primary },
+  { label: "Waiting", x: 510, y: 110, color: COLORS.accent },
+  { label: "Suspended", x: 510, y: 350, color: COLORS.pink },
+  { label: "Completed", x: 780, y: 150, color: COLORS.success },
+  { label: "Failed", x: 780, y: 330, color: COLORS.danger },
+  { label: "Done", x: 1000, y: 230, color: COLORS.cyan },
+];
+
+type Edge = { from: number; to: number; label?: string };
+const EDGES: Edge[] = [
+  { from: 0, to: 1, label: "spawn" },
+  { from: 1, to: 2, label: "await tool" },
+  { from: 1, to: 3, label: "checkpoint" },
+  { from: 2, to: 1, label: "result" },
+  { from: 3, to: 1, label: "resume" },
+  { from: 1, to: 4, label: "FINAL()" },
+  { from: 1, to: 5, label: "error" },
+  { from: 4, to: 6 },
+  { from: 5, to: 6 },
+];
+
+const NODE_W = 150;
+const NODE_H = 52;
+
+export const ThreadStateScene: React.FC = () => {
+  const frame = useCurrentFrame();
+  const { fps } = useVideoConfig();
+
+  const headingOpacity = interpolate(frame, [0, 0.4 * fps], [0, 1], {
+    extrapolateRight: "clamp",
+  });
+
+  return (
+    <AbsoluteFill
+      style={{
+        backgroundColor: COLORS.bg,
+        fontFamily: FONTS.sans,
+        padding: 60,
+      }}
+    >
+      <div
+        style={{
+          opacity: headingOpacity,
+          fontSize: 42,
+          fontWeight: 700,
+          color: COLORS.text,
+          marginBottom: 4,
+        }}
+      >
+        <span style={{ color: COLORS.primary }}>ThreadState</span> &mdash;
+        state machine
+      </div>
+      <div
+        style={{
+          opacity: headingOpacity,
+          fontSize: 14,
+          color: COLORS.textMuted,
+          marginBottom: 24,
+          fontFamily: FONTS.mono,
+        }}
+      >
+        crates/ironclaw_engine/src/types/thread.rs &bull; events persisted to
+        Store (never deleted)
+      </div>
+
+      <svg
+        width="1160"
+        height="500"
+        viewBox="0 0 1160 500"
+        style={{ position: "absolute", top: 130, left: 60 }}
+      >
+        <defs>
+          <marker
+            id="ts-arrow"
+            markerWidth="8"
+            markerHeight="6"
+            refX="8"
+            refY="3"
+            orient="auto"
+          >
+            <polygon points="0 0, 8 3, 0 6" fill={COLORS.border} />
+          </marker>
+        </defs>
+
+        {EDGES.map((edge, i) => {
+          const from = STATES[edge.from];
+          const to = STATES[edge.to];
+          const fromCx = from.x + NODE_W / 2;
+          const fromCy = from.y + NODE_H / 2;
+          const toCx = to.x + NODE_W / 2;
+          const toCy = to.y + NODE_H / 2;
+
+          const delay = 0.8 + i * 0.25;
+          const progress = interpolate(
+            frame,
+            [delay * fps, (delay + 0.4) * fps],
+            [0, 1],
+            { extrapolateLeft: "clamp", extrapolateRight: "clamp" },
+          );
+
+          const len = Math.sqrt(
+            (toCx - fromCx) ** 2 + (toCy - fromCy) ** 2,
+          );
+
+          return (
+            <g key={i} opacity={progress}>
+              <line
+                x1={fromCx}
+                y1={fromCy}
+                x2={toCx}
+                y2={toCy}
+                stroke={COLORS.border}
+                strokeWidth={2}
+                strokeDasharray={len}
+                strokeDashoffset={len * (1 - progress)}
+                markerEnd="url(#ts-arrow)"
+              />
+              {edge.label && (
+                <text
+                  x={(fromCx + toCx) / 2}
+                  y={(fromCy + toCy) / 2 - 6}
+                  fill={COLORS.textMuted}
+                  fontSize={11}
+                  fontFamily={FONTS.mono}
+                  textAnchor="middle"
+                  opacity={progress > 0.6 ? (progress - 0.6) * 2.5 : 0}
+                >
+                  {edge.label}
+                </text>
+              )}
+            </g>
+          );
+        })}
+      </svg>
+
+      {STATES.map((s, i) => {
+        const delay = 0.3 + i * 0.2;
+        const opacity = interpolate(
+          frame,
+          [delay * fps, (delay + 0.3) * fps],
+          [0, 1],
+          { extrapolateLeft: "clamp", extrapolateRight: "clamp" },
+        );
+        const scale = interpolate(
+          frame,
+          [delay * fps, (delay + 0.3) * fps],
+          [0.85, 1],
+          {
+            extrapolateLeft: "clamp",
+            extrapolateRight: "clamp",
+            easing: Easing.bezier(0.16, 1, 0.3, 1),
+          },
+        );
+
+        return (
+          <div
+            key={s.label}
+            style={{
+              position: "absolute",
+              left: 60 + s.x,
+              top: 130 + s.y,
+              width: NODE_W,
+              height: NODE_H,
+              opacity,
+              transform: `scale(${scale})`,
+              backgroundColor: COLORS.bgLight,
+              border: `2px solid ${s.color}`,
+              borderRadius: 10,
+              display: "flex",
+              justifyContent: "center",
+              alignItems: "center",
+              fontSize: 16,
+              fontWeight: 700,
+              color: s.color,
+              fontFamily: FONTS.mono,
+            }}
+          >
+            {s.label}
+          </div>
+        );
+      })}
+    </AbsoluteFill>
+  );
+};
diff --git a/docs/architecture-video/src/scenes/TitleScene.tsx b/docs/architecture-video/src/scenes/TitleScene.tsx
new file mode 100644
index 0000000000..4e667b75ed
--- /dev/null
+++ b/docs/architecture-video/src/scenes/TitleScene.tsx
@@ -0,0 +1,152 @@
+import {
+  AbsoluteFill,
+  interpolate,
+  useCurrentFrame,
+  useVideoConfig,
+  Easing,
+} from "remotion";
+import { COLORS, FONTS } from "../theme";
+
+export const TitleScene: React.FC = () => {
+  const frame = useCurrentFrame();
+  const { fps } = useVideoConfig();
+
+  const titleY = interpolate(frame, [0, 1 * fps], [60, 0], {
+    extrapolateRight: "clamp",
+    easing: Easing.bezier(0.16, 1, 0.3, 1),
+  });
+
+  const titleOpacity = interpolate(frame, [0, 0.6 * fps], [0, 1], {
+    extrapolateRight: "clamp",
+  });
+
+  const subtitleOpacity = interpolate(
+    frame,
+    [0.5 * fps, 1.2 * fps],
+    [0, 1],
+    { extrapolateRight: "clamp" },
+  );
+
+  const subtitleY = interpolate(frame, [0.5 * fps, 1.2 * fps], [30, 0], {
+    extrapolateRight: "clamp",
+    easing: Easing.bezier(0.16, 1, 0.3, 1),
+  });
+
+  const lineWidth = interpolate(frame, [0.8 * fps, 1.6 * fps], [0, 400], {
+    extrapolateRight: "clamp",
+    easing: Easing.bezier(0.16, 1, 0.3, 1),
+  });
+
+  const taglineOpacity = interpolate(
+    frame,
+    [1.4 * fps, 2.0 * fps],
+    [0, 1],
+    { extrapolateRight: "clamp" },
+  );
+
+  // Animated grid background
+  const gridOpacity = interpolate(frame, [0, 1 * fps], [0, 0.08], {
+    extrapolateRight: "clamp",
+  });
+
+  return (
+    <AbsoluteFill
+      style={{
+        backgroundColor: COLORS.bg,
+        justifyContent: "center",
+        alignItems: "center",
+        fontFamily: FONTS.sans,
+      }}
+    >
+      {/* Grid background */}
+      <AbsoluteFill
+        style={{
+          opacity: gridOpacity,
+          backgroundImage: `linear-gradient(${COLORS.primary} 1px, transparent 1px), linear-gradient(90deg, ${COLORS.primary} 1px, transparent 1px)`,
+          backgroundSize: "60px 60px",
+        }}
+      />
+
+      {/* Glow effect */}
+      <div
+        style={{
+          position: "absolute",
+          width: 600,
+          height: 600,
+          borderRadius: "50%",
+          background: `radial-gradient(circle, ${COLORS.primary}20 0%, transparent 70%)`,
+          top: "50%",
+          left: "50%",
+          transform: "translate(-50%, -50%)",
+        }}
+      />
+
+      {/* Claw icon */}
+      <div
+        style={{
+          opacity: titleOpacity,
+          transform: `translateY(${titleY}px)`,
+          fontSize: 64,
+          marginBottom: 20,
+        }}
+      >
+        🦀
+      </div>
+
+      {/* Title */}
+      <div
+        style={{
+          opacity: titleOpacity,
+          transform: `translateY(${titleY}px)`,
+          fontSize: 80,
+          fontWeight: 800,
+          color: COLORS.text,
+          letterSpacing: -2,
+        }}
+      >
+        <span style={{ color: COLORS.primary }}>Iron</span>
+        <span style={{ color: COLORS.accent }}>Claw</span>
+      </div>
+
+      {/* Divider line */}
+      <div
+        style={{
+          width: lineWidth,
+          height: 3,
+          backgroundColor: COLORS.primary,
+          marginTop: 16,
+          marginBottom: 16,
+          borderRadius: 2,
+        }}
+      />
+
+      {/* Subtitle */}
+      <div
+        style={{
+          opacity: subtitleOpacity,
+          transform: `translateY(${subtitleY}px)`,
+          fontSize: 32,
+          fontWeight: 600,
+          color: COLORS.textMuted,
+          letterSpacing: 6,
+          textTransform: "uppercase",
+        }}
+      >
+        Architecture Overview
+      </div>
+
+      {/* Tagline */}
+      <div
+        style={{
+          opacity: taglineOpacity,
+          fontSize: 20,
+          color: COLORS.textMuted,
+          marginTop: 40,
+          fontFamily: FONTS.mono,
+        }}
+      >
+        Secure Personal AI Assistant &mdash; A Contributor&apos;s Guide
+      </div>
+    </AbsoluteFill>
+  );
+};
diff --git a/docs/architecture-video/src/scenes/ToolDispatchScene.tsx b/docs/architecture-video/src/scenes/ToolDispatchScene.tsx
new file mode 100644
index 0000000000..8094ec585b
--- /dev/null
+++ b/docs/architecture-video/src/scenes/ToolDispatchScene.tsx
@@ -0,0 +1,232 @@
+import {
+  AbsoluteFill,
+  interpolate,
+  useCurrentFrame,
+  useVideoConfig,
+  Easing,
+} from "remotion";
+import { COLORS, FONTS } from "../theme";
+
+const STEPS = [
+  {
+    n: 1,
+    label: "Tool resolution",
+    code: "ToolRegistry::get_resolved(name)",
+    color: COLORS.cyan,
+  },
+  {
+    n: 2,
+    label: "Param normalization",
+    code: "prepare_tool_params()",
+    color: COLORS.cyan,
+  },
+  {
+    n: 3,
+    label: "Injection validation",
+    code: "SafetyLayer::validate_tool_params()",
+    color: COLORS.danger,
+  },
+  {
+    n: 4,
+    label: "Schema validation",
+    code: "jsonschema::validate(schema, params)",
+    color: COLORS.primary,
+  },
+  {
+    n: 5,
+    label: "Sensitive param redaction",
+    code: "redact_params() → [REDACTED]",
+    color: COLORS.danger,
+  },
+  {
+    n: 6,
+    label: "System job creation",
+    code: "store.create_system_job(user, src)",
+    color: COLORS.success,
+  },
+  {
+    n: 7,
+    label: "Execute with timeout",
+    code: "timeout(tool.execution_timeout(), ...)",
+    color: COLORS.accent,
+  },
+  {
+    n: 8,
+    label: "Output sanitization",
+    code: "SafetyLayer::sanitize_tool_output()",
+    color: COLORS.danger,
+  },
+  {
+    n: 9,
+    label: "Audit persistence",
+    code: "store.save_action(job_id, &action)",
+    color: COLORS.success,
+  },
+];
+
+export const ToolDispatchScene: React.FC = () => {
+  const frame = useCurrentFrame();
+  const { fps } = useVideoConfig();
+
+  const headingOpacity = interpolate(frame, [0, 0.4 * fps], [0, 1], {
+    extrapolateRight: "clamp",
+  });
+
+  return (
+    <AbsoluteFill
+      style={{
+        backgroundColor: COLORS.bg,
+        fontFamily: FONTS.sans,
+        padding: 60,
+      }}
+    >
+      <div
+        style={{
+          opacity: headingOpacity,
+          fontSize: 42,
+          fontWeight: 700,
+          color: COLORS.text,
+          marginBottom: 4,
+        }}
+      >
+        <span style={{ color: COLORS.accent }}>ToolDispatcher::dispatch()</span>
+      </div>
+      <div
+        style={{
+          opacity: headingOpacity,
+          fontSize: 14,
+          color: COLORS.textMuted,
+          marginBottom: 22,
+          fontFamily: FONTS.mono,
+        }}
+      >
+        src/tools/dispatch.rs:116 &bull; every action (channel / routine /
+        system) flows through this
+      </div>
+
+      <div
+        style={{
+          display: "grid",
+          gridTemplateColumns: "1fr 1fr 1fr",
+          gap: 12,
+          flex: 1,
+        }}
+      >
+        {STEPS.map((s, i) => {
+          const delay = 0.3 + i * 0.3;
+          const opacity = interpolate(
+            frame,
+            [delay * fps, (delay + 0.35) * fps],
+            [0, 1],
+            { extrapolateLeft: "clamp", extrapolateRight: "clamp" },
+          );
+          const scale = interpolate(
+            frame,
+            [delay * fps, (delay + 0.35) * fps],
+            [0.9, 1],
+            {
+              extrapolateLeft: "clamp",
+              extrapolateRight: "clamp",
+              easing: Easing.bezier(0.16, 1, 0.3, 1),
+            },
+          );
+
+          return (
+            <div
+              key={s.n}
+              style={{
+                opacity,
+                transform: `scale(${scale})`,
+                backgroundColor: COLORS.bgLight,
+                border: `1px solid ${COLORS.border}`,
+                borderLeft: `4px solid ${s.color}`,
+                borderRadius: 10,
+                padding: "14px 18px",
+                display: "flex",
+                flexDirection: "column",
+                gap: 6,
+              }}
+            >
+              <div
+                style={{
+                  display: "flex",
+                  alignItems: "center",
+                  gap: 10,
+                }}
+              >
+                <div
+                  style={{
+                    width: 26,
+                    height: 26,
+                    borderRadius: "50%",
+                    backgroundColor: s.color,
+                    color: COLORS.bg,
+                    display: "flex",
+                    justifyContent: "center",
+                    alignItems: "center",
+                    fontSize: 13,
+                    fontWeight: 800,
+                    fontFamily: FONTS.mono,
+                    flexShrink: 0,
+                  }}
+                >
+                  {s.n}
+                </div>
+                <div
+                  style={{
+                    fontSize: 16,
+                    fontWeight: 700,
+                    color: COLORS.text,
+                  }}
+                >
+                  {s.label}
+                </div>
+              </div>
+              <div
+                style={{
+                  fontSize: 11,
+                  color: COLORS.textMuted,
+                  fontFamily: FONTS.mono,
+                  marginLeft: 36,
+                }}
+              >
+                {s.code}
+              </div>
+            </div>
+          );
+        })}
+      </div>
+
+      {/* Key insight callout */}
+      {(() => {
+        const calloutOpacity = interpolate(
+          frame,
+          [3.5 * fps, 4.2 * fps],
+          [0, 1],
+          { extrapolateLeft: "clamp", extrapolateRight: "clamp" },
+        );
+        return (
+          <div
+            style={{
+              opacity: calloutOpacity,
+              marginTop: 16,
+              fontSize: 13,
+              color: COLORS.textMuted,
+              fontFamily: FONTS.mono,
+              backgroundColor: `${COLORS.accent}10`,
+              border: `1px solid ${COLORS.accent}40`,
+              borderRadius: 8,
+              padding: "10px 16px",
+            }}
+          >
+            <span style={{ color: COLORS.accent, fontWeight: 700 }}>
+              Key:{" "}
+            </span>
+            Tools receive raw params, audit row gets redacted params +
+            sanitized output
+          </div>
+        );
+      })()}
+    </AbsoluteFill>
+  );
+};
diff --git a/docs/architecture-video/src/scenes/TraitsScene.tsx b/docs/architecture-video/src/scenes/TraitsScene.tsx
new file mode 100644
index 0000000000..13395d4f66
--- /dev/null
+++ b/docs/architecture-video/src/scenes/TraitsScene.tsx
@@ -0,0 +1,194 @@
+import {
+  AbsoluteFill,
+  interpolate,
+  useCurrentFrame,
+  useVideoConfig,
+  Easing,
+} from "remotion";
+import { COLORS, FONTS } from "../theme";
+
+const TRAITS = [
+  {
+    name: "Database",
+    file: "src/db/mod.rs",
+    impls: ["PgBackend", "LibSqlBackend"],
+  },
+  {
+    name: "Tool",
+    file: "src/tools/tool.rs",
+    impls: ["60+ builtins", "McpToolWrapper", "WasmToolWrapper"],
+  },
+  {
+    name: "LlmProvider",
+    file: "src/llm/provider.rs",
+    impls: ["Anthropic", "OpenAI", "Bedrock", "NearAi", "+ 11 decorators"],
+  },
+  {
+    name: "EmbeddingProvider",
+    file: "src/workspace/embeddings.rs",
+    impls: ["OpenAi", "NearAi", "Bedrock", "Ollama", "Cached"],
+  },
+  {
+    name: "NetworkPolicyDecider",
+    file: "src/sandbox/proxy/policy.rs",
+    impls: ["Default", "AllowAll", "DenyAll"],
+  },
+  {
+    name: "Hook",
+    file: "src/hooks/hook.rs",
+    impls: ["AuditLog", "Rule", "OutboundWebhook", "SessionStart"],
+  },
+  {
+    name: "Observer",
+    file: "src/observability/traits.rs",
+    impls: ["Noop", "Log", "Multi"],
+  },
+  {
+    name: "Tunnel",
+    file: "src/tunnel/mod.rs",
+    impls: ["None", "Cloudflare", "Ngrok", "Tailscale", "Custom"],
+  },
+];
+
+export const TraitsScene: React.FC = () => {
+  const frame = useCurrentFrame();
+  const { fps } = useVideoConfig();
+
+  const headingOpacity = interpolate(frame, [0, 0.4 * fps], [0, 1], {
+    extrapolateRight: "clamp",
+  });
+
+  return (
+    <AbsoluteFill
+      style={{
+        backgroundColor: COLORS.bg,
+        fontFamily: FONTS.sans,
+        padding: 60,
+      }}
+    >
+      <div
+        style={{
+          opacity: headingOpacity,
+          fontSize: 42,
+          fontWeight: 700,
+          color: COLORS.text,
+          marginBottom: 4,
+        }}
+      >
+        <span style={{ color: COLORS.purple }}>Extensibility</span> &mdash;
+        traits + implementers
+      </div>
+      <div
+        style={{
+          opacity: headingOpacity,
+          fontSize: 14,
+          color: COLORS.textMuted,
+          marginBottom: 24,
+          fontFamily: FONTS.mono,
+        }}
+      >
+        impl YourTrait for YourType &mdash; plug in without touching core
+      </div>
+
+      <div
+        style={{
+          display: "grid",
+          gridTemplateColumns: "1fr 1fr",
+          gap: 12,
+          flex: 1,
+        }}
+      >
+        {TRAITS.map((t, i) => {
+          const delay = 0.4 + i * 0.22;
+          const opacity = interpolate(
+            frame,
+            [delay * fps, (delay + 0.35) * fps],
+            [0, 1],
+            { extrapolateLeft: "clamp", extrapolateRight: "clamp" },
+          );
+          const x = interpolate(
+            frame,
+            [delay * fps, (delay + 0.35) * fps],
+            [i % 2 === 0 ? -30 : 30, 0],
+            {
+              extrapolateLeft: "clamp",
+              extrapolateRight: "clamp",
+              easing: Easing.bezier(0.16, 1, 0.3, 1),
+            },
+          );
+
+          return (
+            <div
+              key={t.name}
+              style={{
+                opacity,
+                transform: `translateX(${x}px)`,
+                backgroundColor: COLORS.bgLight,
+                border: `1px solid ${COLORS.border}`,
+                borderLeft: `4px solid ${COLORS.purple}`,
+                borderRadius: 10,
+                padding: "14px 20px",
+                display: "flex",
+                flexDirection: "column",
+                gap: 6,
+              }}
+            >
+              <div
+                style={{
+                  display: "flex",
+                  alignItems: "baseline",
+                  justifyContent: "space-between",
+                  gap: 12,
+                }}
+              >
+                <div
+                  style={{
+                    fontSize: 20,
+                    fontWeight: 800,
+                    color: COLORS.purple,
+                    fontFamily: FONTS.mono,
+                  }}
+                >
+                  {t.name}
+                </div>
+                <div
+                  style={{
+                    fontSize: 11,
+                    color: COLORS.textMuted,
+                    fontFamily: FONTS.mono,
+                  }}
+                >
+                  {t.file}
+                </div>
+              </div>
+              <div
+                style={{
+                  fontSize: 12,
+                  fontFamily: FONTS.mono,
+                  display: "flex",
+                  flexWrap: "wrap",
+                  gap: 6,
+                }}
+              >
+                {t.impls.map((impl) => (
+                  <span
+                    key={impl}
+                    style={{
+                      backgroundColor: "#0b1120",
+                      border: `1px solid ${COLORS.border}`,
+                      borderRadius: 4,
+                      padding: "2px 8px",
+                      color: COLORS.cyan,
+                    }}
+                  >
+                    {impl}
+                  </span>
+                ))}
+              </div>
+            </div>
+          );
+        })}
+      </div>
+    </AbsoluteFill>
+  );
+};
diff --git a/docs/architecture-video/src/theme.ts b/docs/architecture-video/src/theme.ts
new file mode 100644
index 0000000000..72b3c04f38
--- /dev/null
+++ b/docs/architecture-video/src/theme.ts
@@ -0,0 +1,21 @@
+export const COLORS = {
+  bg: "#0f172a", // slate-900
+  bgLight: "#1e293b", // slate-800
+  primary: "#3b82f6", // blue-500
+  primaryLight: "#60a5fa", // blue-400
+  accent: "#f59e0b", // amber-500
+  accentLight: "#fbbf24", // amber-400
+  success: "#10b981", // emerald-500
+  danger: "#ef4444", // red-500
+  text: "#f8fafc", // slate-50
+  textMuted: "#94a3b8", // slate-400
+  border: "#334155", // slate-700
+  purple: "#8b5cf6", // violet-500
+  cyan: "#06b6d4", // cyan-500
+  pink: "#ec4899", // pink-500
+};
+
+export const FONTS = {
+  mono: "monospace",
+  sans: "system-ui, -apple-system, sans-serif",
+};
diff --git a/docs/architecture-video/tsconfig.json b/docs/architecture-video/tsconfig.json
new file mode 100644
index 0000000000..72fa169e21
--- /dev/null
+++ b/docs/architecture-video/tsconfig.json
@@ -0,0 +1,15 @@
+{
+  "compilerOptions": {
+    "target": "ES2018",
+    "module": "commonjs",
+    "jsx": "react-jsx",
+    "strict": true,
+    "noEmit": true,
+    "lib": ["dom", "dom.iterable", "esnext"],
+    "esModuleInterop": true,
+    "skipLibCheck": true,
+    "forceConsistentCasingInFileNames": true,
+    "noUnusedLocals": true
+  },
+  "exclude": ["remotion.config.ts"]
+}
diff --git a/scripts/render-architecture-video.sh b/scripts/render-architecture-video.sh
new file mode 100755
index 0000000000..70523cf361
--- /dev/null
+++ b/scripts/render-architecture-video.sh
@@ -0,0 +1,41 @@
+#!/usr/bin/env bash
+set -euo pipefail
+
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+PROJECT_ROOT="$(cd "$SCRIPT_DIR/.." && pwd)"
+VIDEO_DIR="$PROJECT_ROOT/docs/architecture-video"
+OUTPUT="${1:-$PROJECT_ROOT/ironclaw-architecture.mp4}"
+case "$OUTPUT" in
+  /*) ;;
+  *) OUTPUT="$PROJECT_ROOT/$OUTPUT" ;;
+esac
+
+if ! command -v node &>/dev/null; then
+  echo "Error: node is required. Install Node.js >= 18." >&2
+  exit 1
+fi
+
+if ! command -v npx &>/dev/null; then
+  echo "Error: npx is required (comes with npm)." >&2
+  exit 1
+fi
+
+if ! command -v npm &>/dev/null; then
+  echo "Error: npm is required to install dependencies." >&2
+  exit 1
+fi
+
+if [ ! -d "$VIDEO_DIR/node_modules" ]; then
+  echo "Installing dependencies..."
+  if [ -f "$VIDEO_DIR/package-lock.json" ]; then
+    (cd "$VIDEO_DIR" && npm ci --no-fund --no-audit)
+  else
+    (cd "$VIDEO_DIR" && npm install --no-fund --no-audit)
+  fi
+fi
+
+echo "Rendering IronClaw architecture video..."
+(cd "$VIDEO_DIR" && npx remotion render IronClawArchitecture -- "$OUTPUT")
+
+echo ""
+echo "Done: $OUTPUT"