diff --git a/dist/server/execute.d.ts.map b/dist/server/execute.d.ts.map
index d51c542..1b635ed 100644
--- a/dist/server/execute.d.ts.map
+++ b/dist/server/execute.d.ts.map
@@ -1 +1 @@
-{"version":3,"file":"execute.d.ts","sourceRoot":"","sources":["../../src/server/execute.ts"],"names":[],"mappings":"AAAA,OAAO,KAAK,EAAE,uBAAuB,EAAE,sBAAsB,EAAE,MAAM,4BAA4B,CAAC;AA6PlG,wBAAsB,OAAO,CAAC,GAAG,EAAE,uBAAuB,GAAG,OAAO,CAAC,sBAAsB,CAAC,CA2P3F"}
\ No newline at end of file
+{"version":3,"file":"execute.d.ts","sourceRoot":"","sources":["../../src/server/execute.ts"],"names":[],"mappings":"AAAA,OAAO,KAAK,EAAE,uBAAuB,EAAE,sBAAsB,EAAE,MAAM,4BAA4B,CAAC;AA2SlG,wBAAsB,OAAO,CAAC,GAAG,EAAE,uBAAuB,GAAG,OAAO,CAAC,sBAAsB,CAAC,CAkQ3F"}
\ No newline at end of file
diff --git a/dist/server/execute.js b/dist/server/execute.js
index 0ae70b0..79ddaea 100644
--- a/dist/server/execute.js
+++ b/dist/server/execute.js
@@ -5,6 +5,7 @@ import { buildJobManifest } from "./job-manifest.js";
 import { Writable } from "node:stream";
 const POLL_INTERVAL_MS = 2000;
 const KEEPALIVE_INTERVAL_MS = 15_000;
+const LOG_STREAM_RECONNECT_DELAY_MS = 3_000;
 /**
  * Wait for the Job's pod to reach a terminal or running state.
  * Returns the pod name once logs can be streamed, or throws on failure.
@@ -99,10 +100,10 @@ async function waitForPod(namespace, jobName, timeoutMs, onLog, kubeconfigPath)
     throw new Error(`Timed out waiting for pod to be scheduled (${Math.round(timeoutMs / 1000)}s)`);
 }
 /**
- * Stream pod logs and accumulate stdout for result parsing.
- * Returns accumulated stdout when the stream ends.
+ * Stream pod logs once via follow. Returns accumulated stdout when the
+ * stream ends (container exit, API disconnect, or abort signal).
  */
-async function streamPodLogs(namespace, podName, onLog, kubeconfigPath) {
+async function streamPodLogsOnce(namespace, podName, onLog, kubeconfigPath, sinceSeconds) {
     const logApi = getLogApi(kubeconfigPath);
     const chunks = [];
     const writable = new Writable({
@@ -116,14 +117,47 @@ async function streamPodLogs(namespace, podName, onLog, kubeconfigPath) {
         await logApi.log(namespace, podName, "claude", writable, {
             follow: true,
             pretty: false,
+            ...(sinceSeconds ? { sinceSeconds } : {}),
         });
     }
     catch {
-        // follow may fail if the container already exited — not fatal,
-        // we'll try a one-shot read below
+        // follow may fail if the container already exited or the API
+        // connection dropped — not fatal, caller decides whether to retry.
     }
     return chunks.join("");
 }
+/**
+ * Stream pod logs with automatic reconnection. Keeps retrying the log
+ * stream until the stop signal fires (job completed) or the container
+ * exits normally. This handles silent K8s API connection drops that
+ * would otherwise cause the UI to stop receiving real output.
+ */
+async function streamPodLogs(namespace, podName, onLog, kubeconfigPath, stopSignal) {
+    const allChunks = [];
+    let attempt = 0;
+    const streamStartedAt = Math.floor(Date.now() / 1000);
+    while (!stopSignal?.stopped) {
+        // On reconnect, ask for logs since the stream originally started to
+        // avoid missing output during the reconnect gap.  Duplicates are
+        // tolerable — the UI deduplicates log chunks.
+        const sinceSeconds = attempt > 0
+            ? Math.max(1, Math.floor(Date.now() / 1000) - streamStartedAt + 5)
+            : undefined;
+        if (attempt > 0) {
+            await onLog("stdout", `[paperclip] Log stream disconnected — reconnecting (attempt ${attempt})...\n`);
+        }
+        const result = await streamPodLogsOnce(namespace, podName, onLog, kubeconfigPath, sinceSeconds);
+        if (result)
+            allChunks.push(result);
+        attempt++;
+        // If the job is done or the container exited, no need to reconnect.
+        if (stopSignal?.stopped)
+            break;
+        // Brief pause before reconnecting to avoid tight loops.
+        await new Promise((resolve) => setTimeout(resolve, LOG_STREAM_RECONNECT_DELAY_MS));
+    }
+    return allChunks.join("");
+}
 /**
  * One-shot read of pod logs (no follow). Used as fallback when the
  * follow stream missed output because the container exited quickly.
@@ -308,9 +342,15 @@ export async function execute(ctx) {
             lastLogAt = Date.now();
             return onLog(stream, chunk);
         };
+        // Shared signal: when job completion resolves, tell the log
+        // streamer to stop reconnecting.
+        const logStopSignal = { stopped: false };
         const [logResult, completionResult] = await Promise.allSettled([
-            streamPodLogs(namespace, podName, wrappedOnLog, kubeconfigPath),
-            waitForJobCompletion(namespace, jobName, completionTimeoutMs, kubeconfigPath),
+            streamPodLogs(namespace, podName, wrappedOnLog, kubeconfigPath, logStopSignal),
+            waitForJobCompletion(namespace, jobName, completionTimeoutMs, kubeconfigPath).then((r) => {
+                logStopSignal.stopped = true;
+                return r;
+            }),
         ]);
         if (logResult.status === "fulfilled") {
             stdout = logResult.value;
diff --git a/dist/server/execute.js.map b/dist/server/execute.js.map
index 8201939..9e08f43 100644
--- a/dist/server/execute.js.map
+++ b/dist/server/execute.js.map
@@ -1 +1 @@
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\ No newline at end of file
diff --git a/dist/server/index.d.ts.map b/dist/server/index.d.ts.map
index ce73b53..95f0134 100644
--- a/dist/server/index.d.ts.map
+++ b/dist/server/index.d.ts.map
@@ -1 +1 @@
-{"version":3,"file":"index.d.ts","sourceRoot":"","sources":["../../src/server/index.ts"],"names":[],"mappings":"AAAA,OAAO,KAAK,EAAE,mBAAmB,EAAE,MAAM,4BAA4B,CAAC;AAEtE,OAAO,EAAE,OAAO,EAAE,MAAM,cAAc,CAAC;AACvC,OAAO,EAAE,eAAe,EAAE,MAAM,WAAW,CAAC;AAC5C,OAAO,EAAE,YAAY,EAAE,MAAM,cAAc,CAAC;AAG5C,wBAAgB,mBAAmB,IAAI,mBAAmB,CAWzD;AAED,OAAO,EAAE,OAAO,EAAE,eAAe,EAAE,YAAY,EAAE,CAAC"}
\ No newline at end of file
+{"version":3,"file":"index.d.ts","sourceRoot":"","sources":["../../src/server/index.ts"],"names":[],"mappings":"AAAA,OAAO,KAAK,EAAE,mBAAmB,EAA4B,MAAM,4BAA4B,CAAC;AAEhG,OAAO,EAAE,OAAO,EAAE,MAAM,cAAc,CAAC;AACvC,OAAO,EAAE,eAAe,EAAE,MAAM,WAAW,CAAC;AAC5C,OAAO,EAAE,YAAY,EAAE,MAAM,cAAc,CAAC;AAgB5C,wBAAgB,mBAAmB,IAAI,mBAAmB,CAkBzD;AAED,OAAO,EAAE,OAAO,EAAE,eAAe,EAAE,YAAY,EAAE,CAAC"}
\ No newline at end of file
diff --git a/dist/server/index.js b/dist/server/index.js
index 4f47acc..78c3446 100644
--- a/dist/server/index.js
+++ b/dist/server/index.js
@@ -3,14 +3,33 @@ import { execute } from "./execute.js";
 import { testEnvironment } from "./test.js";
 import { sessionCodec } from "./session.js";
 import { getConfigSchema } from "./config-schema.js";
+import { listK8sSkills, syncK8sSkills } from "./skills.js";
+import { listK8sModels } from "./models.js";
+const sessionManagement = {
+    supportsSessionResume: true,
+    nativeContextManagement: "confirmed",
+    defaultSessionCompaction: {
+        enabled: true,
+        maxSessionRuns: 0,
+        maxRawInputTokens: 0,
+        maxSessionAgeHours: 0,
+    },
+};
 export function createServerAdapter() {
     return {
         type,
         execute,
         testEnvironment,
         sessionCodec,
+        sessionManagement,
         models,
+        listModels: listK8sModels,
+        listSkills: listK8sSkills,
+        syncSkills: syncK8sSkills,
         supportsLocalAgentJwt: true,
+        supportsInstructionsBundle: true,
+        instructionsPathKey: "instructionsFilePath",
+        requiresMaterializedRuntimeSkills: false,
         agentConfigurationDoc,
         getConfigSchema,
     };
diff --git a/dist/server/index.js.map b/dist/server/index.js.map
index c7fc69e..9caeff3 100644
--- a/dist/server/index.js.map
+++ b/dist/server/index.js.map
@@ -1 +1 @@
-{"version":3,"file":"index.js","sourceRoot":"","sources":["../../src/server/index.ts"],"names":[],"mappings":"AACA,OAAO,EAAE,IAAI,EAAE,MAAM,EAAE,qBAAqB,EAAE,MAAM,aAAa,CAAC;AAClE,OAAO,EAAE,OAAO,EAAE,MAAM,cAAc,CAAC;AACvC,OAAO,EAAE,eAAe,EAAE,MAAM,WAAW,CAAC;AAC5C,OAAO,EAAE,YAAY,EAAE,MAAM,cAAc,CAAC;AAC5C,OAAO,EAAE,eAAe,EAAE,MAAM,oBAAoB,CAAC;AAErD,MAAM,UAAU,mBAAmB;IACjC,OAAO;QACL,IAAI;QACJ,OAAO;QACP,eAAe;QACf,YAAY;QACZ,MAAM;QACN,qBAAqB,EAAE,IAAI;QAC3B,qBAAqB;QACrB,eAAe;KACO,CAAC;AAC3B,CAAC;AAED,OAAO,EAAE,OAAO,EAAE,eAAe,EAAE,YAAY,EAAE,CAAC"}
\ No newline at end of file
+{"version":3,"file":"index.js","sourceRoot":"","sources":["../../src/server/index.ts"],"names":[],"mappings":"AACA,OAAO,EAAE,IAAI,EAAE,MAAM,EAAE,qBAAqB,EAAE,MAAM,aAAa,CAAC;AAClE,OAAO,EAAE,OAAO,EAAE,MAAM,cAAc,CAAC;AACvC,OAAO,EAAE,eAAe,EAAE,MAAM,WAAW,CAAC;AAC5C,OAAO,EAAE,YAAY,EAAE,MAAM,cAAc,CAAC;AAC5C,OAAO,EAAE,eAAe,EAAE,MAAM,oBAAoB,CAAC;AACrD,OAAO,EAAE,aAAa,EAAE,aAAa,EAAE,MAAM,aAAa,CAAC;AAC3D,OAAO,EAAE,aAAa,EAAE,MAAM,aAAa,CAAC;AAE5C,MAAM,iBAAiB,GAA6B;IAClD,qBAAqB,EAAE,IAAI;IAC3B,uBAAuB,EAAE,WAAW;IACpC,wBAAwB,EAAE;QACxB,OAAO,EAAE,IAAI;QACb,cAAc,EAAE,CAAC;QACjB,iBAAiB,EAAE,CAAC;QACpB,kBAAkB,EAAE,CAAC;KACtB;CACF,CAAC;AAEF,MAAM,UAAU,mBAAmB;IACjC,OAAO;QACL,IAAI;QACJ,OAAO;QACP,eAAe;QACf,YAAY;QACZ,iBAAiB;QACjB,MAAM;QACN,UAAU,EAAE,aAAa;QACzB,UAAU,EAAE,aAAa;QACzB,UAAU,EAAE,aAAa;QACzB,qBAAqB,EAAE,IAAI;QAC3B,0BAA0B,EAAE,IAAI;QAChC,mBAAmB,EAAE,sBAAsB;QAC3C,iCAAiC,EAAE,KAAK;QACxC,qBAAqB;QACrB,eAAe;KAChB,CAAC;AACJ,CAAC;AAED,OAAO,EAAE,OAAO,EAAE,eAAe,EAAE,YAAY,EAAE,CAAC"}
\ No newline at end of file
diff --git a/dist/server/session.d.ts.map b/dist/server/session.d.ts.map
index 0034bf6..080e440 100644
--- a/dist/server/session.d.ts.map
+++ b/dist/server/session.d.ts.map
@@ -1 +1 @@
-{"version":3,"file":"session.d.ts","sourceRoot":"","sources":["../../src/server/session.ts"],"names":[],"mappings":"AAAA,OAAO,KAAK,EAAE,mBAAmB,EAAE,MAAM,4BAA4B,CAAC;AAMtE,eAAO,MAAM,YAAY,EAAE,mBA4C1B,CAAC"}
\ No newline at end of file
+{"version":3,"file":"session.d.ts","sourceRoot":"","sources":["../../src/server/session.ts"],"names":[],"mappings":"AAAA,OAAO,KAAK,EAAE,mBAAmB,EAAE,MAAM,4BAA4B,CAAC;AAoBtE,eAAO,MAAM,YAAY,EAAE,mBAiC1B,CAAC"}
\ No newline at end of file
diff --git a/dist/server/session.js b/dist/server/session.js
index 0bc950f..a059a95 100644
--- a/dist/server/session.js
+++ b/dist/server/session.js
@@ -1,46 +1,46 @@
 function readNonEmptyString(value) {
     return typeof value === "string" && value.trim().length > 0 ? value.trim() : null;
 }
+function extractSessionFields(record) {
+    const sessionId = readNonEmptyString(record.sessionId) ?? readNonEmptyString(record.session_id);
+    const cwd = readNonEmptyString(record.cwd) ??
+        readNonEmptyString(record.workdir) ??
+        readNonEmptyString(record.folder);
+    const workspaceId = readNonEmptyString(record.workspaceId) ?? readNonEmptyString(record.workspace_id);
+    const repoUrl = readNonEmptyString(record.repoUrl) ?? readNonEmptyString(record.repo_url);
+    const repoRef = readNonEmptyString(record.repoRef) ?? readNonEmptyString(record.repo_ref);
+    const promptBundleKey = readNonEmptyString(record.promptBundleKey) ?? readNonEmptyString(record.prompt_bundle_key);
+    return { sessionId, cwd, workspaceId, repoUrl, repoRef, promptBundleKey };
+}
 export const sessionCodec = {
     deserialize(raw) {
         if (typeof raw !== "object" || raw === null || Array.isArray(raw))
             return null;
-        const record = raw;
-        const sessionId = readNonEmptyString(record.sessionId) ?? readNonEmptyString(record.session_id);
+        const { sessionId, cwd, workspaceId, repoUrl, repoRef, promptBundleKey } = extractSessionFields(raw);
         if (!sessionId)
             return null;
-        const cwd = readNonEmptyString(record.cwd) ??
-            readNonEmptyString(record.workdir) ??
-            readNonEmptyString(record.folder);
-        const workspaceId = readNonEmptyString(record.workspaceId) ?? readNonEmptyString(record.workspace_id);
-        const repoUrl = readNonEmptyString(record.repoUrl) ?? readNonEmptyString(record.repo_url);
-        const repoRef = readNonEmptyString(record.repoRef) ?? readNonEmptyString(record.repo_ref);
         return {
             sessionId,
             ...(cwd ? { cwd } : {}),
             ...(workspaceId ? { workspaceId } : {}),
             ...(repoUrl ? { repoUrl } : {}),
             ...(repoRef ? { repoRef } : {}),
+            ...(promptBundleKey ? { promptBundleKey } : {}),
         };
     },
     serialize(params) {
         if (!params)
             return null;
-        const sessionId = readNonEmptyString(params.sessionId) ?? readNonEmptyString(params.session_id);
+        const { sessionId, cwd, workspaceId, repoUrl, repoRef, promptBundleKey } = extractSessionFields(params);
         if (!sessionId)
             return null;
-        const cwd = readNonEmptyString(params.cwd) ??
-            readNonEmptyString(params.workdir) ??
-            readNonEmptyString(params.folder);
-        const workspaceId = readNonEmptyString(params.workspaceId) ?? readNonEmptyString(params.workspace_id);
-        const repoUrl = readNonEmptyString(params.repoUrl) ?? readNonEmptyString(params.repo_url);
-        const repoRef = readNonEmptyString(params.repoRef) ?? readNonEmptyString(params.repo_ref);
         return {
             sessionId,
             ...(cwd ? { cwd } : {}),
             ...(workspaceId ? { workspaceId } : {}),
             ...(repoUrl ? { repoUrl } : {}),
             ...(repoRef ? { repoRef } : {}),
+            ...(promptBundleKey ? { promptBundleKey } : {}),
         };
     },
     getDisplayId(params) {
diff --git a/dist/server/session.js.map b/dist/server/session.js.map
index e8dcf89..e09f78f 100644
--- a/dist/server/session.js.map
+++ b/dist/server/session.js.map
@@ -1 +1 @@
-{"version":3,"file":"session.js","sourceRoot":"","sources":["../../src/server/session.ts"],"names":[],"mappings":"AAEA,SAAS,kBAAkB,CAAC,KAAc;IACxC,OAAO,OAAO,KAAK,KAAK,QAAQ,IAAI,KAAK,CAAC,IAAI,EAAE,CAAC,MAAM,GAAG,CAAC,CAAC,CAAC,CAAC,KAAK,CAAC,IAAI,EAAE,CAAC,CAAC,CAAC,IAAI,CAAC;AACpF,CAAC;AAED,MAAM,CAAC,MAAM,YAAY,GAAwB;IAC/C,WAAW,CAAC,GAAY;QACtB,IAAI,OAAO,GAAG,KAAK,QAAQ,IAAI,GAAG,KAAK,IAAI,IAAI,KAAK,CAAC,OAAO,CAAC,GAAG,CAAC;YAAE,OAAO,IAAI,CAAC;QAC/E,MAAM,MAAM,GAAG,GAA8B,CAAC;QAC9C,MAAM,SAAS,GAAG,kBAAkB,CAAC,MAAM,CAAC,SAAS,CAAC,IAAI,kBAAkB,CAAC,MAAM,CAAC,UAAU,CAAC,CAAC;QAChG,IAAI,CAAC,SAAS;YAAE,OAAO,IAAI,CAAC;QAC5B,MAAM,GAAG,GACP,kBAAkB,CAAC,MAAM,CAAC,GAAG,CAAC;YAC9B,kBAAkB,CAAC,MAAM,CAAC,OAAO,CAAC;YAClC,kBAAkB,CAAC,MAAM,CAAC,MAAM,CAAC,CAAC;QACpC,MAAM,WAAW,GAAG,kBAAkB,CAAC,MAAM,CAAC,WAAW,CAAC,IAAI,kBAAkB,CAAC,MAAM,CAAC,YAAY,CAAC,CAAC;QACtG,MAAM,OAAO,GAAG,kBAAkB,CAAC,MAAM,CAAC,OAAO,CAAC,IAAI,kBAAkB,CAAC,MAAM,CAAC,QAAQ,CAAC,CAAC;QAC1F,MAAM,OAAO,GAAG,kBAAkB,CAAC,MAAM,CAAC,OAAO,CAAC,IAAI,kBAAkB,CAAC,MAAM,CAAC,QAAQ,CAAC,CAAC;QAC1F,OAAO;YACL,SAAS;YACT,GAAG,CAAC,GAAG,CAAC,CAAC,CAAC,EAAE,GAAG,EAAE,CAAC,CAAC,CAAC,EAAE,CAAC;YACvB,GAAG,CAAC,WAAW,CAAC,CAAC,CAAC,EAAE,WAAW,EAAE,CAAC,CAAC,CAAC,EAAE,CAAC;YACvC,GAAG,CAAC,OAAO,CAAC,CAAC,CAAC,EAAE,OAAO,EAAE,CAAC,CAAC,CAAC,EAAE,CAAC;YAC/B,GAAG,CAAC,OAAO,CAAC,CAAC,CAAC,EAAE,OAAO,EAAE,CAAC,CAAC,CAAC,EAAE,CAAC;SAChC,CAAC;IACJ,CAAC;IACD,SAAS,CAAC,MAAsC;QAC9C,IAAI,CAAC,MAAM;YAAE,OAAO,IAAI,CAAC;QACzB,MAAM,SAAS,GAAG,kBAAkB,CAAC,MAAM,CAAC,SAAS,CAAC,IAAI,kBAAkB,CAAC,MAAM,CAAC,UAAU,CAAC,CAAC;QAChG,IAAI,CAAC,SAAS;YAAE,OAAO,IAAI,CAAC;QAC5B,MAAM,GAAG,GACP,kBAAkB,CAAC,MAAM,CAAC,GAAG,CAAC;YAC9B,kBAAkB,CAAC,MAAM,CAAC,OAAO,CAAC;YAClC,kBAAkB,CAAC,MAAM,CAAC,MAAM,CAAC,CAAC;QACpC,MAAM,WAAW,GAAG,kBAAkB,CAAC,MAAM,CAAC,WAAW,CAAC,IAAI,kBAAkB,CAAC,MAAM,CAAC,YAAY,CAAC,CAAC;QACtG,MAAM,OAAO,GAAG,kBAAkB,CAAC,MAAM,CAAC,OAAO,CAAC,IAAI,kBAAkB,CAAC,MAAM,CAAC,QAAQ,CAAC,CAAC;QAC1F,MAAM,OAAO,GAAG,kBAAkB,CAAC,MAAM,CAAC,OAAO,CAAC,IAAI,kBAAkB,CAAC,MAAM,CAAC,QAAQ,CAAC,CAAC;QAC1F,OAAO;YACL,SAAS;YACT,GAAG,CAAC,GAAG,CAAC,CAAC,CAAC,EAAE,GAAG,EAAE,CAAC,CAAC,CAAC,EAAE,CAAC;YACvB,GAAG,CAAC,WAAW,CAAC,CAAC,CAAC,EAAE,WAAW,EAAE,CAAC,CAAC,CAAC,EAAE,CAAC;YACvC,GAAG,CAAC,OAAO,CAAC,CAAC,CAAC,EAAE,OAAO,EAAE,CAAC,CAAC,CAAC,EAAE,CAAC;YAC/B,GAAG,CAAC,OAAO,CAAC,CAAC,CAAC,EAAE,OAAO,EAAE,CAAC,CAAC,CAAC,EAAE,CAAC;SAChC,CAAC;IACJ,CAAC;IACD,YAAY,CAAC,MAAsC;QACjD,IAAI,CAAC,MAAM;YAAE,OAAO,IAAI,CAAC;QACzB,OAAO,kBAAkB,CAAC,MAAM,CAAC,SAAS,CAAC,IAAI,kBAAkB,CAAC,MAAM,CAAC,UAAU,CAAC,CAAC;IACvF,CAAC;CACF,CAAC"}
\ No newline at end of file
+{"version":3,"file":"session.js","sourceRoot":"","sources":["../../src/server/session.ts"],"names":[],"mappings":"AAEA,SAAS,kBAAkB,CAAC,KAAc;IACxC,OAAO,OAAO,KAAK,KAAK,QAAQ,IAAI,KAAK,CAAC,IAAI,EAAE,CAAC,MAAM,GAAG,CAAC,CAAC,CAAC,CAAC,KAAK,CAAC,IAAI,EAAE,CAAC,CAAC,CAAC,IAAI,CAAC;AACpF,CAAC;AAED,SAAS,oBAAoB,CAAC,MAA+B;IAC3D,MAAM,SAAS,GAAG,kBAAkB,CAAC,MAAM,CAAC,SAAS,CAAC,IAAI,kBAAkB,CAAC,MAAM,CAAC,UAAU,CAAC,CAAC;IAChG,MAAM,GAAG,GACP,kBAAkB,CAAC,MAAM,CAAC,GAAG,CAAC;QAC9B,kBAAkB,CAAC,MAAM,CAAC,OAAO,CAAC;QAClC,kBAAkB,CAAC,MAAM,CAAC,MAAM,CAAC,CAAC;IACpC,MAAM,WAAW,GAAG,kBAAkB,CAAC,MAAM,CAAC,WAAW,CAAC,IAAI,kBAAkB,CAAC,MAAM,CAAC,YAAY,CAAC,CAAC;IACtG,MAAM,OAAO,GAAG,kBAAkB,CAAC,MAAM,CAAC,OAAO,CAAC,IAAI,kBAAkB,CAAC,MAAM,CAAC,QAAQ,CAAC,CAAC;IAC1F,MAAM,OAAO,GAAG,kBAAkB,CAAC,MAAM,CAAC,OAAO,CAAC,IAAI,kBAAkB,CAAC,MAAM,CAAC,QAAQ,CAAC,CAAC;IAC1F,MAAM,eAAe,GACnB,kBAAkB,CAAC,MAAM,CAAC,eAAe,CAAC,IAAI,kBAAkB,CAAC,MAAM,CAAC,iBAAiB,CAAC,CAAC;IAC7F,OAAO,EAAE,SAAS,EAAE,GAAG,EAAE,WAAW,EAAE,OAAO,EAAE,OAAO,EAAE,eAAe,EAAE,CAAC;AAC5E,CAAC;AAED,MAAM,CAAC,MAAM,YAAY,GAAwB;IAC/C,WAAW,CAAC,GAAY;QACtB,IAAI,OAAO,GAAG,KAAK,QAAQ,IAAI,GAAG,KAAK,IAAI,IAAI,KAAK,CAAC,OAAO,CAAC,GAAG,CAAC;YAAE,OAAO,IAAI,CAAC;QAC/E,MAAM,EAAE,SAAS,EAAE,GAAG,EAAE,WAAW,EAAE,OAAO,EAAE,OAAO,EAAE,eAAe,EAAE,GACtE,oBAAoB,CAAC,GAA8B,CAAC,CAAC;QACvD,IAAI,CAAC,SAAS;YAAE,OAAO,IAAI,CAAC;QAC5B,OAAO;YACL,SAAS;YACT,GAAG,CAAC,GAAG,CAAC,CAAC,CAAC,EAAE,GAAG,EAAE,CAAC,CAAC,CAAC,EAAE,CAAC;YACvB,GAAG,CAAC,WAAW,CAAC,CAAC,CAAC,EAAE,WAAW,EAAE,CAAC,CAAC,CAAC,EAAE,CAAC;YACvC,GAAG,CAAC,OAAO,CAAC,CAAC,CAAC,EAAE,OAAO,EAAE,CAAC,CAAC,CAAC,EAAE,CAAC;YAC/B,GAAG,CAAC,OAAO,CAAC,CAAC,CAAC,EAAE,OAAO,EAAE,CAAC,CAAC,CAAC,EAAE,CAAC;YAC/B,GAAG,CAAC,eAAe,CAAC,CAAC,CAAC,EAAE,eAAe,EAAE,CAAC,CAAC,CAAC,EAAE,CAAC;SAChD,CAAC;IACJ,CAAC;IACD,SAAS,CAAC,MAAsC;QAC9C,IAAI,CAAC,MAAM;YAAE,OAAO,IAAI,CAAC;QACzB,MAAM,EAAE,SAAS,EAAE,GAAG,EAAE,WAAW,EAAE,OAAO,EAAE,OAAO,EAAE,eAAe,EAAE,GACtE,oBAAoB,CAAC,MAAM,CAAC,CAAC;QAC/B,IAAI,CAAC,SAAS;YAAE,OAAO,IAAI,CAAC;QAC5B,OAAO;YACL,SAAS;YACT,GAAG,CAAC,GAAG,CAAC,CAAC,CAAC,EAAE,GAAG,EAAE,CAAC,CAAC,CAAC,EAAE,CAAC;YACvB,GAAG,CAAC,WAAW,CAAC,CAAC,CAAC,EAAE,WAAW,EAAE,CAAC,CAAC,CAAC,EAAE,CAAC;YACvC,GAAG,CAAC,OAAO,CAAC,CAAC,CAAC,EAAE,OAAO,EAAE,CAAC,CAAC,CAAC,EAAE,CAAC;YAC/B,GAAG,CAAC,OAAO,CAAC,CAAC,CAAC,EAAE,OAAO,EAAE,CAAC,CAAC,CAAC,EAAE,CAAC;YAC/B,GAAG,CAAC,eAAe,CAAC,CAAC,CAAC,EAAE,eAAe,EAAE,CAAC,CAAC,CAAC,EAAE,CAAC;SAChD,CAAC;IACJ,CAAC;IACD,YAAY,CAAC,MAAsC;QACjD,IAAI,CAAC,MAAM;YAAE,OAAO,IAAI,CAAC;QACzB,OAAO,kBAAkB,CAAC,MAAM,CAAC,SAAS,CAAC,IAAI,kBAAkB,CAAC,MAAM,CAAC,UAAU,CAAC,CAAC;IACvF,CAAC;CACF,CAAC"}
\ No newline at end of file
diff --git a/package-lock.json b/package-lock.json
index 6766df8..50cb8ba 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -1,26 +1,26 @@
 {
   "name": "@farhoodliquor/paperclip-adapter-claude-k8s",
-  "version": "0.1.9",
+  "version": "0.1.12",
   "lockfileVersion": 3,
   "requires": true,
   "packages": {
     "": {
       "name": "@farhoodliquor/paperclip-adapter-claude-k8s",
-      "version": "0.1.9",
+      "version": "0.1.12",
       "license": "MIT",
       "dependencies": {
         "@kubernetes/client-node": "^1.0.0",
         "picocolors": "^1.1.1"
       },
       "devDependencies": {
-        "@paperclipai/adapter-utils": "^0.3.0",
+        "@paperclipai/adapter-utils": "2026.415.0-canary.7",
         "@types/node": "^24.6.0",
         "@vitest/coverage-v8": "^4.1.4",
         "typescript": "^5.7.3",
         "vitest": "^4.1.4"
       },
       "peerDependencies": {
-        "@paperclipai/adapter-utils": ">=0.3.0"
+        "@paperclipai/adapter-utils": ">=2026.415.0-canary.7"
       }
     },
     "node_modules/@babel/helper-string-parser": {
@@ -194,9 +194,9 @@
       }
     },
     "node_modules/@napi-rs/wasm-runtime": {
-      "version": "1.1.3",
-      "resolved": "https://registry.npmjs.org/@napi-rs/wasm-runtime/-/wasm-runtime-1.1.3.tgz",
-      "integrity": "sha512-xK9sGVbJWYb08+mTJt3/YV24WxvxpXcXtP6B172paPZ+Ts69Re9dAr7lKwJoeIx8OoeuimEiRZ7umkiUVClmmQ==",
+      "version": "1.1.4",
+      "resolved": "https://registry.npmjs.org/@napi-rs/wasm-runtime/-/wasm-runtime-1.1.4.tgz",
+      "integrity": "sha512-3NQNNgA1YSlJb/kMH1ildASP9HW7/7kYnRI2szWJaofaS1hWmbGI4H+d3+22aGzXXN9IJ+n+GiFVcGipJP18ow==",
       "dev": true,
       "license": "MIT",
       "optional": true,
@@ -223,10 +223,11 @@
       }
     },
     "node_modules/@paperclipai/adapter-utils": {
-      "version": "0.3.1",
-      "resolved": "https://registry.npmjs.org/@paperclipai/adapter-utils/-/adapter-utils-0.3.1.tgz",
-      "integrity": "sha512-W66k+hJkQE8ma0asM/Sd90AC8HHy/BLG/sd0aOC+rDWw+gOasQyUkTnDoPv1zhQuTyKEEvLFV6ByOOKqEiAz/A==",
-      "dev": true
+      "version": "2026.415.0-canary.7",
+      "resolved": "https://registry.npmjs.org/@paperclipai/adapter-utils/-/adapter-utils-2026.415.0-canary.7.tgz",
+      "integrity": "sha512-VNzIZmu1lrK6QM8Ad9WkOihZItfkj21NHKQf+artDcbwFT2hHbDAD9hdW2W9NMVxYdFvvnws3w76FI/BUbCMbQ==",
+      "dev": true,
+      "license": "MIT"
     },
     "node_modules/@rolldown/binding-android-arm64": {
       "version": "1.0.0-rc.15",
@@ -803,9 +804,9 @@
       }
     },
     "node_modules/bare-fs": {
-      "version": "4.7.0",
-      "resolved": "https://registry.npmjs.org/bare-fs/-/bare-fs-4.7.0.tgz",
-      "integrity": "sha512-xzqKsCFxAek9aezYhjJuJRXBIaYlg/0OGDTZp+T8eYmYMlm66cs6cYko02drIyjN2CBbi+I6L7YfXyqpqtKRXA==",
+      "version": "4.7.1",
+      "resolved": "https://registry.npmjs.org/bare-fs/-/bare-fs-4.7.1.tgz",
+      "integrity": "sha512-WDRsyVN52eAx/lBamKD6uyw8H4228h/x0sGGGegOamM2cd7Pag88GfMQalobXI+HaEUxpCkbKQUDOQqt9wawRw==",
       "license": "Apache-2.0",
       "dependencies": {
         "bare-events": "^2.5.4",
@@ -1767,13 +1768,13 @@
       }
     },
     "node_modules/openid-client": {
-      "version": "6.8.2",
-      "resolved": "https://registry.npmjs.org/openid-client/-/openid-client-6.8.2.tgz",
-      "integrity": "sha512-uOvTCndr4udZsKihJ68H9bUICrriHdUVJ6Az+4Ns6cW55rwM5h0bjVIzDz2SxgOI84LKjFyjOFvERLzdTUROGA==",
+      "version": "6.8.3",
+      "resolved": "https://registry.npmjs.org/openid-client/-/openid-client-6.8.3.tgz",
+      "integrity": "sha512-AoY/NaN9esS3+xvHInFSK0g3skSfeE0uqQAKRj4rB6/GsBIvzwTUaYo9+HcqpKIaP0dP85p5W07hayKgS4GAeA==",
       "license": "MIT",
       "dependencies": {
-        "jose": "^6.1.3",
-        "oauth4webapi": "^3.8.4"
+        "jose": "^6.2.2",
+        "oauth4webapi": "^3.8.5"
       },
       "funding": {
         "url": "https://github.com/sponsors/panva"
@@ -1806,9 +1807,9 @@
       }
     },
     "node_modules/postcss": {
-      "version": "8.5.9",
-      "resolved": "https://registry.npmjs.org/postcss/-/postcss-8.5.9.tgz",
-      "integrity": "sha512-7a70Nsot+EMX9fFU3064K/kdHWZqGVY+BADLyXc8Dfv+mTLLVl6JzJpPaCZ2kQL9gIJvKXSLMHhqdRRjwQeFtw==",
+      "version": "8.5.10",
+      "resolved": "https://registry.npmjs.org/postcss/-/postcss-8.5.10.tgz",
+      "integrity": "sha512-pMMHxBOZKFU6HgAZ4eyGnwXF/EvPGGqUr0MnZ5+99485wwW41kW91A4LOGxSHhgugZmSChL5AlElNdwlNgcnLQ==",
       "dev": true,
       "funding": [
         {
@@ -1960,9 +1961,9 @@
       "license": "MIT"
     },
     "node_modules/std-env": {
-      "version": "4.0.0",
-      "resolved": "https://registry.npmjs.org/std-env/-/std-env-4.0.0.tgz",
-      "integrity": "sha512-zUMPtQ/HBY3/50VbpkupYHbRroTRZJPRLvreamgErJVys0ceuzMkD44J/QjqhHjOzK42GQ3QZIeFG1OYfOtKqQ==",
+      "version": "4.1.0",
+      "resolved": "https://registry.npmjs.org/std-env/-/std-env-4.1.0.tgz",
+      "integrity": "sha512-Rq7ybcX2RuC55r9oaPVEW7/xu3tj8u4GeBYHBWCychFtzMIr86A7e3PPEBPT37sHStKX3+TiX/Fr/ACmJLVlLQ==",
       "dev": true,
       "license": "MIT"
     },
diff --git a/package.json b/package.json
index 39e5668..fe7acf4 100644
--- a/package.json
+++ b/package.json
@@ -37,10 +37,10 @@
     "picocolors": "^1.1.1"
   },
   "peerDependencies": {
-    "@paperclipai/adapter-utils": ">=0.3.0"
+    "@paperclipai/adapter-utils": ">=2026.415.0-canary.7"
   },
   "devDependencies": {
-    "@paperclipai/adapter-utils": "^0.3.0",
+    "@paperclipai/adapter-utils": "2026.415.0-canary.7",
     "@types/node": "^24.6.0",
     "@vitest/coverage-v8": "^4.1.4",
     "typescript": "^5.7.3",
diff --git a/src/server/index.ts b/src/server/index.ts
index 81de51d..02b23f5 100644
--- a/src/server/index.ts
+++ b/src/server/index.ts
@@ -30,6 +30,9 @@ export function createServerAdapter(): ServerAdapterModule {
     listSkills: listK8sSkills,
     syncSkills: syncK8sSkills,
     supportsLocalAgentJwt: true,
+    supportsInstructionsBundle: true,
+    instructionsPathKey: "instructionsFilePath",
+    requiresMaterializedRuntimeSkills: false,
     agentConfigurationDoc,
     getConfigSchema,
   };