diff --git a/cli/src/commands/pipeline/pipeline.ts b/cli/src/commands/pipeline/pipeline.ts
new file mode 100644
index 0000000000..27985af3c7
--- /dev/null
+++ b/cli/src/commands/pipeline/pipeline.ts
@@ -0,0 +1,274 @@
+import { Command } from "@cliffy/command";
+import { Table } from "@cliffy/table";
+import { colors } from "@cliffy/ansi/colors";
+
+import { OpenAPI } from "../../../gen/index.ts";
+import * as wmill from "../../../gen/services.gen.ts";
+import { requireLogin } from "../../core/auth.ts";
+import { resolveWorkspace } from "../../core/context.ts";
+import * as log from "../../core/log.ts";
+import { GlobalOptions } from "../../types.ts";
+
+// Mirrors the asset-graph endpoint payload (backend/windmill-api-assets).
+// Raw-fetched because these routes are newer than the checked-in generated
+// client; swap to the generated functions on the next client regen.
+type GraphRunnable = {
+  path: string;
+  usage_kind: "script" | "flow" | "job";
+  in_pipeline?: boolean;
+};
+type GraphEdge = {
+  runnable_kind: string;
+  runnable_path: string;
+  asset_kind: string;
+  asset_path: string;
+  access_type?: "r" | "w" | "rw";
+};
+type GraphTrigger =
+  | {
+      trigger_kind: "asset";
+      asset_kind: string;
+      asset_path: string;
+      runnable_kind: string;
+      runnable_path: string;
+    }
+  | {
+      trigger_kind: string;
+      path?: string;
+      runnable_kind: string;
+      runnable_path: string;
+      missing?: boolean;
+    };
+type AssetGraph = {
+  runnables: GraphRunnable[];
+  assets: { kind: string; path: string }[];
+  edges: GraphEdge[];
+  triggers: GraphTrigger[];
+};
+
+async function apiGet<T>(path: string): Promise<T> {
+  const response = await fetch(`${OpenAPI.BASE}${path}`, {
+    headers: { Authorization: `Bearer ${OpenAPI.TOKEN}` },
+  });
+  if (!response.ok) {
+    const body = await response.text();
+    throw new Error(`GET ${path} -> ${response.status}: ${body}`);
+  }
+  return (await response.json()) as T;
+}
+
+async function list(opts: GlobalOptions & { json?: boolean }) {
+  if (opts.json) log.setSilent(true);
+  const workspace = await resolveWorkspace(opts);
+  await requireLogin(opts);
+
+  const items = await apiGet<{ folder: string; script_count: number }[]>(
+    `/w/${workspace.workspaceId}/assets/pipelines`,
+  );
+  if (opts.json) {
+    console.log(JSON.stringify(items));
+  } else if (items.length === 0) {
+    log.info(
+      "No pipelines in this workspace. Mark scripts with a `// pipeline` comment (plus `// on <spec>` triggers) and push them into a folder.",
+    );
+  } else {
+    new Table()
+      .header(["Folder", "Scripts"])
+      .padding(2)
+      .border(true)
+      .body(items.map((p) => [`f/${p.folder}`, String(p.script_count)]))
+      .render();
+  }
+}
+
+const ASSET_KINDS = "s3object,ducklake,datatable,volume";
+
+function assetUri(kind: string, path: string): string {
+  const prefix = kind === "s3object" ? "s3" : kind;
+  return `${prefix}://${path}`;
+}
+
+function shortName(scriptPath: string): string {
+  return scriptPath.split("/").pop() ?? scriptPath;
+}
+
+async function show(
+  opts: GlobalOptions & { json?: boolean },
+  folder: string,
+) {
+  if (opts.json) log.setSilent(true);
+  const workspace = await resolveWorkspace(opts);
+  await requireLogin(opts);
+
+  const f = folder.replace(/^f\//, "").replace(/\/$/, "");
+  const graph = await apiGet<AssetGraph>(
+    `/w/${workspace.workspaceId}/assets/graph?folder=${encodeURIComponent(f)}&asset_kinds=${ASSET_KINDS}`,
+  );
+  if (opts.json) {
+    console.log(JSON.stringify(graph));
+    return;
+  }
+  if (graph.runnables.length === 0) {
+    log.info(
+      `No pipeline scripts in f/${f}. Mark scripts with a \`// pipeline\` comment and push them.`,
+    );
+    return;
+  }
+
+  // Index the graph: writes per script, subscribers per asset, native
+  // trigger markers per script, asset subscriptions per script.
+  const writesByScript = new Map<string, string[]>();
+  for (const e of graph.edges) {
+    if (e.access_type === "w" || e.access_type === "rw") {
+      const uri = assetUri(e.asset_kind, e.asset_path);
+      writesByScript.set(e.runnable_path, [
+        ...(writesByScript.get(e.runnable_path) ?? []),
+        uri,
+      ]);
+    }
+  }
+  const subsByAsset = new Map<string, string[]>();
+  const subsByScript = new Map<string, string[]>();
+  const nativeByScript = new Map<
+    string,
+    { kind: string; path?: string; missing?: boolean }[]
+  >();
+  for (const t of graph.triggers) {
+    if (t.trigger_kind === "asset") {
+      const at = t as Extract<GraphTrigger, { trigger_kind: "asset" }>;
+      const uri = assetUri(at.asset_kind, at.asset_path);
+      subsByAsset.set(uri, [...(subsByAsset.get(uri) ?? []), t.runnable_path]);
+      subsByScript.set(t.runnable_path, [
+        ...(subsByScript.get(t.runnable_path) ?? []),
+        uri,
+      ]);
+    } else {
+      const nt = t as Exclude<GraphTrigger, { trigger_kind: "asset" }>;
+      nativeByScript.set(t.runnable_path, [
+        ...(nativeByScript.get(t.runnable_path) ?? []),
+        { kind: nt.trigger_kind, path: nt.path, missing: nt.missing },
+      ]);
+    }
+  }
+
+  function triggerBadges(script: string): string {
+    const out: string[] = [];
+    for (const t of nativeByScript.get(script) ?? []) {
+      if (t.kind === "data_upload") {
+        out.push(colors.magenta("[data upload]"));
+      } else if (t.missing) {
+        out.push(colors.red(`[${t.kind} ✗ missing]`));
+      } else {
+        out.push(colors.yellow(`[${t.kind}${t.path ? ` ${t.path}` : ""}]`));
+      }
+    }
+    return out.length > 0 ? " " + out.join(" ") : "";
+  }
+
+  const printed = new Set<string>();
+  const lines: string[] = [];
+
+  function printScript(script: string, prefix: string, extraOn?: string[]) {
+    const alsoOn =
+      extraOn && extraOn.length > 0
+        ? colors.dim(`  (also on: ${extraOn.join(", ")})`)
+        : "";
+    if (printed.has(script)) {
+      lines.push(
+        `${prefix}${colors.bold(shortName(script))}${colors.dim(" ↻ shown above")}`,
+      );
+      return;
+    }
+    printed.add(script);
+    lines.push(`${prefix}${colors.bold(shortName(script))}${triggerBadges(script)}${alsoOn}`);
+    const childPrefix = prefix.replace(/├─ $/, "│  ").replace(/└─ $/, "   ");
+    const writes = [...(writesByScript.get(script) ?? [])].sort();
+    writes.forEach((uri, i) => {
+      const lastAsset = i === writes.length - 1;
+      const assetBranch = lastAsset ? "└─▶ " : "├─▶ ";
+      lines.push(`${childPrefix}${assetBranch}${colors.cyan(uri)}`);
+      const assetChildPrefix = childPrefix + (lastAsset ? "    " : "│   ");
+      const subs = [...(subsByAsset.get(uri) ?? [])].sort();
+      subs.forEach((sub, j) => {
+        const branch = j === subs.length - 1 ? "└─ " : "├─ ";
+        const otherOn = (subsByScript.get(sub) ?? []).filter((u) => u !== uri);
+        printScript(sub, assetChildPrefix + branch, otherOn);
+      });
+    });
+  }
+
+  // Roots: pipeline scripts that aren't subscribed to any asset — sources
+  // (data upload, schedule, webhook) and manual entries.
+  const roots = graph.runnables
+    .map((r) => r.path)
+    .filter((p) => !(subsByScript.get(p)?.length))
+    .sort();
+
+  // UI-first markers (data_upload, webhook) have no trigger row — the
+  // graph endpoint can't surface them, they live as `// on <kind>`
+  // annotations in the body. Roots are where sources matter, so fetch just
+  // those bodies and lift the marker kinds the canvas would show.
+  const MARKER_KINDS = ["data_upload", "webhook", "email"];
+  await Promise.all(
+    roots.map(async (p) => {
+      const r = graph.runnables.find((x) => x.path === p);
+      if (r?.usage_kind !== "script") return;
+      try {
+        const script = await wmill.getScriptByPath({
+          workspace: workspace.workspaceId,
+          path: p,
+        });
+        const existing = nativeByScript.get(p) ?? [];
+        for (const line of (script.content ?? "").split("\n")) {
+          const m = line.match(/^\s*(?:\/\/|--|#)\s*on\s+(\w+)\s*$/);
+          if (!m) continue;
+          const kind = m[1];
+          if (!MARKER_KINDS.includes(kind)) continue;
+          if (!existing.some((t) => t.kind === kind)) {
+            existing.push({ kind });
+          }
+        }
+        if (existing.length > 0) nativeByScript.set(p, existing);
+      } catch {
+        // body fetch is best-effort enrichment only
+      }
+    }),
+  );
+
+  const scriptCount = graph.runnables.length;
+  const assetCount = graph.assets.length;
+  log.info(
+    colors.bold(`Pipeline f/${f}`) +
+      colors.dim(` — ${scriptCount} script${scriptCount === 1 ? "" : "s"} · ${assetCount} asset${assetCount === 1 ? "" : "s"}`),
+  );
+  lines.push("");
+  for (const root of roots) {
+    printScript(root, "");
+    lines.push("");
+  }
+  // Anything unreachable from the roots (e.g. cycles) still gets listed.
+  for (const r of graph.runnables) {
+    if (!printed.has(r.path)) {
+      printScript(r.path, "");
+      lines.push("");
+    }
+  }
+  console.log(lines.join("\n"));
+}
+
+const command = new Command()
+  .description(
+    "inspect asset-driven pipelines (scripts marked `// pipeline`, wired by `// on <spec>` annotations)",
+  )
+  .command("list", "list pipeline folders in the workspace")
+  .option("--json", "Output as JSON (for piping to jq)")
+  .action(list as any)
+  .command(
+    "show",
+    "render a pipeline folder's DAG (sources, lineage, subscriptions) in the terminal",
+  )
+  .arguments("<folder:string>")
+  .option("--json", "Output the raw asset graph as JSON")
+  .action(show as any);
+
+export default command;
diff --git a/cli/src/guidance/skills.gen.ts b/cli/src/guidance/skills.gen.ts
index cdb0c19234..aded724843 100644
--- a/cli/src/guidance/skills.gen.ts
+++ b/cli/src/guidance/skills.gen.ts
@@ -6432,6 +6432,17 @@ Validate Windmill flow, schedule, and trigger YAML files in a directory
   - \`--csv-separator <csvSeparator:string>\` - CSV column separator (default ,)
   - \`--csv-header\` - Treat the first CSV row as a header
 
+### pipeline
+
+inspect asset-driven pipelines (scripts marked \`// pipeline\`, wired by \`// on <spec>\` annotations)
+
+**Subcommands:**
+
+- \`pipeline list\` - list pipeline folders in the workspace
+  - \`--json\` - Output as JSON (for piping to jq)
+- \`pipeline show <folder:string>\` - render a pipeline folder's DAG (sources, lineage, subscriptions) in the terminal
+  - \`--json\` - Output the raw asset graph as JSON
+
 ### protection-rules
 
 **Subcommands:**
diff --git a/cli/src/main.ts b/cli/src/main.ts
index c9e8d557c4..6d71f45d04 100755
--- a/cli/src/main.ts
+++ b/cli/src/main.ts
@@ -51,6 +51,7 @@ import generateMetadata from "./commands/generate-metadata/generate-metadata.ts"
 import docs from "./commands/docs/docs.ts";
 import config from "./commands/config/config.ts";
 import datatable from "./commands/datatable/datatable.ts";
+import pipeline from "./commands/pipeline/pipeline.ts";
 import ducklake from "./commands/ducklake/ducklake.ts";
 import objectStorage from "./commands/object-storage/object-storage.ts";
 import { fetchVersion } from "./core/context.ts";
@@ -77,6 +78,7 @@ export {
   docs,
   config,
   datatable,
+  pipeline,
   ducklake,
   objectStorage,
   hubPull,
@@ -215,6 +217,7 @@ const command = new Command()
   .command("docs", docs)
   .command("config", config)
   .command("datatable", datatable)
+  .command("pipeline", pipeline)
   .command("ducklake", ducklake)
   .command("object-storage", objectStorage)
   .command("version --version", "Show version information")
diff --git a/system_prompts/auto-generated/cli/cli-commands.md b/system_prompts/auto-generated/cli/cli-commands.md
index ac1a5b45f6..9018b8161d 100644
--- a/system_prompts/auto-generated/cli/cli-commands.md
+++ b/system_prompts/auto-generated/cli/cli-commands.md
@@ -407,6 +407,17 @@ Validate Windmill flow, schedule, and trigger YAML files in a directory
   - `--csv-separator <csvSeparator:string>` - CSV column separator (default ,)
   - `--csv-header` - Treat the first CSV row as a header
 
+### pipeline
+
+inspect asset-driven pipelines (scripts marked `// pipeline`, wired by `// on <spec>` annotations)
+
+**Subcommands:**
+
+- `pipeline list` - list pipeline folders in the workspace
+  - `--json` - Output as JSON (for piping to jq)
+- `pipeline show <folder:string>` - render a pipeline folder's DAG (sources, lineage, subscriptions) in the terminal
+  - `--json` - Output the raw asset graph as JSON
+
 ### protection-rules
 
 **Subcommands:**
diff --git a/system_prompts/auto-generated/prompts.ts b/system_prompts/auto-generated/prompts.ts
index dc0f3702f7..57d2d70b04 100644
--- a/system_prompts/auto-generated/prompts.ts
+++ b/system_prompts/auto-generated/prompts.ts
@@ -2957,6 +2957,17 @@ Validate Windmill flow, schedule, and trigger YAML files in a directory
   - \`--csv-separator <csvSeparator:string>\` - CSV column separator (default ,)
   - \`--csv-header\` - Treat the first CSV row as a header
 
+### pipeline
+
+inspect asset-driven pipelines (scripts marked \`// pipeline\`, wired by \`// on <spec>\` annotations)
+
+**Subcommands:**
+
+- \`pipeline list\` - list pipeline folders in the workspace
+  - \`--json\` - Output as JSON (for piping to jq)
+- \`pipeline show <folder:string>\` - render a pipeline folder's DAG (sources, lineage, subscriptions) in the terminal
+  - \`--json\` - Output the raw asset graph as JSON
+
 ### protection-rules
 
 **Subcommands:**
diff --git a/system_prompts/auto-generated/skills/cli-commands/SKILL.md b/system_prompts/auto-generated/skills/cli-commands/SKILL.md
index f67d475856..3ef96cd135 100644
--- a/system_prompts/auto-generated/skills/cli-commands/SKILL.md
+++ b/system_prompts/auto-generated/skills/cli-commands/SKILL.md
@@ -412,6 +412,17 @@ Validate Windmill flow, schedule, and trigger YAML files in a directory
   - `--csv-separator <csvSeparator:string>` - CSV column separator (default ,)
   - `--csv-header` - Treat the first CSV row as a header
 
+### pipeline
+
+inspect asset-driven pipelines (scripts marked `// pipeline`, wired by `// on <spec>` annotations)
+
+**Subcommands:**
+
+- `pipeline list` - list pipeline folders in the workspace
+  - `--json` - Output as JSON (for piping to jq)
+- `pipeline show <folder:string>` - render a pipeline folder's DAG (sources, lineage, subscriptions) in the terminal
+  - `--json` - Output the raw asset graph as JSON
+
 ### protection-rules
 
 **Subcommands:**