From e4f18fbc088dbe8c028588df5fd784acecb23e0f Mon Sep 17 00:00:00 2001
From: Cristian Pufu <cristian.pufu@uipath.com>
Date: Fri, 27 Feb 2026 08:12:19 +0200
Subject: [PATCH] feat: add functions support, agent improvements, explorer
 live reload

- Add coded functions docs (SKILL.md, creating-functions.md, etc.)
- Document uipath.json, bindings.json, pack/publish workflow
- Add evaluator file creation step in evaluations docs
- Fix explorer sidebar not refreshing on file add/delete
- Fix UTF-8 encoding for agent bash tool on Windows
- Improve agent prompt: full build cycle, force bash usage
- Remove em dash from reload toast
- Bump version to 0.0.62

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
---
 pyproject.toml                                |   2 +-
 .../src/components/agent/AgentChatSidebar.tsx |  45 +++--
 .../src/components/agent/AgentMessage.tsx     |  27 ++-
 .../src/components/shared/ReloadToast.tsx     |   2 +-
 .../server/frontend/src/store/useWebSocket.ts |  17 +-
 src/uipath/dev/server/routes/files.py         |   5 +-
 ...anel-CiK6YSHu.js => ChatPanel-BcW6Jtpz.js} |   2 +-
 .../{index-Gpw0SLbu.js => index-B2xfJE6O.js}  |  64 ++++----
 .../server/static/assets/index-BhpA3bEW.css   |   1 -
 .../server/static/assets/index-DKf_uUe0.css   |   1 +
 src/uipath/dev/server/static/index.html       |   4 +-
 src/uipath/dev/services/agent_service.py      | 121 +++++++++++---
 src/uipath/dev/skills/uipath/SKILL.md         |  72 ++++++--
 .../uipath/references/creating-agents.md      |  50 +++++-
 .../uipath/references/creating-functions.md   | 154 ++++++++++++++++++
 .../skills/uipath/references/evaluations.md   | 119 ++++++++++++--
 .../uipath/references/running-agents.md       |   6 +-
 uv.lock                                       |   2 +-
 18 files changed, 584 insertions(+), 110 deletions(-)
 rename src/uipath/dev/server/static/assets/{ChatPanel-CiK6YSHu.js => ChatPanel-BcW6Jtpz.js} (99%)
 rename src/uipath/dev/server/static/assets/{index-Gpw0SLbu.js => index-B2xfJE6O.js} (64%)
 delete mode 100644 src/uipath/dev/server/static/assets/index-BhpA3bEW.css
 create mode 100644 src/uipath/dev/server/static/assets/index-DKf_uUe0.css
 create mode 100644 src/uipath/dev/skills/uipath/references/creating-functions.md

diff --git a/pyproject.toml b/pyproject.toml
index 4408913..e66c942 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "uipath-dev"
-version = "0.0.61"
+version = "0.0.62"
 description = "UiPath Developer Console"
 readme = { file = "README.md", content-type = "text/markdown" }
 requires-python = ">=3.11"
diff --git a/src/uipath/dev/server/frontend/src/components/agent/AgentChatSidebar.tsx b/src/uipath/dev/server/frontend/src/components/agent/AgentChatSidebar.tsx
index 863546b..abe0130 100644
--- a/src/uipath/dev/server/frontend/src/components/agent/AgentChatSidebar.tsx
+++ b/src/uipath/dev/server/frontend/src/components/agent/AgentChatSidebar.tsx
@@ -86,6 +86,15 @@ export default function AgentChatSidebar() {
 
   const isBusy = status === "thinking" || status === "executing" || status === "planning";
 
+  const textareaRef = useRef<HTMLTextAreaElement>(null);
+
+  const resetTextareaHeight = () => {
+    const ta = textareaRef.current;
+    if (!ta) return;
+    ta.style.height = "auto";
+    ta.style.height = Math.min(ta.scrollHeight, 200) + "px";
+  };
+
   const handleSend = useCallback(() => {
     const text = input.trim();
     if (!text || !selectedModel || isBusy) return;
@@ -93,6 +102,11 @@ export default function AgentChatSidebar() {
     addUserMessage(text);
     ws.sendAgentMessage(text, selectedModel, sessionId, selectedSkillIds);
     setInput("");
+    // Reset textarea height after send
+    requestAnimationFrame(() => {
+      const ta = textareaRef.current;
+      if (ta) ta.style.height = "auto";
+    });
   }, [input, selectedModel, isBusy, sessionId, selectedSkillIds, addUserMessage, ws]);
 
   const handleStop = useCallback(() => {
@@ -164,9 +178,15 @@ export default function AgentChatSidebar() {
           className="h-full overflow-y-auto px-3 py-2 space-y-0.5"
         >
           {messages.length === 0 && (
-            <p className="text-[var(--text-muted)] text-sm text-center py-6">
-              No messages yet
-            </p>
+            <div className="flex flex-col items-center justify-center py-10 px-4 gap-3" style={{ color: "var(--text-muted)" }}>
+              <svg width="28" height="28" viewBox="0 0 24 24" fill="none" stroke="currentColor" strokeWidth="1.5" strokeLinecap="round" strokeLinejoin="round">
+                <path d="M21 15a2 2 0 0 1-2 2H7l-4 4V5a2 2 0 0 1 2-2h14a2 2 0 0 1 2 2z" />
+              </svg>
+              <div className="text-center space-y-1.5">
+                <p className="text-sm font-medium" style={{ color: "var(--text-secondary)" }}>Ask the agent to help you code</p>
+                <p className="text-xs leading-relaxed">Create agents, functions, evaluations,<br />or ask questions about your project.</p>
+              </div>
+            </div>
           )}
           {messages.map((msg) => (
             <AgentMessageComponent key={msg.id} message={msg} />
@@ -196,24 +216,29 @@ export default function AgentChatSidebar() {
         )}
       </div>
 
-      {/* Input — matches ChatInput from debug view */}
+      {/* Input */}
       <div
-        className="flex items-center gap-2 px-3 py-2 border-t"
+        className="flex items-end gap-2 px-3 py-2 border-t"
         style={{ borderColor: "var(--border)" }}
       >
-        <input
+        <textarea
+          ref={textareaRef}
           value={input}
-          onChange={(e) => setInput(e.target.value)}
+          onChange={(e) => {
+            setInput(e.target.value);
+            resetTextareaHeight();
+          }}
           onKeyDown={handleKeyDown}
           disabled={isBusy || !selectedModel}
           placeholder={isBusy ? "Waiting for response..." : "Message..."}
-          className="flex-1 bg-transparent text-sm py-1 disabled:opacity-40 placeholder:text-[var(--text-muted)]"
-          style={{ color: "var(--text-primary)" }}
+          rows={2}
+          className="flex-1 bg-transparent text-sm py-1 disabled:opacity-40 placeholder:text-[var(--text-muted)] resize-none"
+          style={{ color: "var(--text-primary)", maxHeight: 200, overflow: "auto" }}
         />
         <button
           onClick={handleSend}
           disabled={!canSend}
-          className="text-xs font-semibold px-3 py-1.5 rounded transition-colors cursor-pointer disabled:opacity-30 disabled:cursor-not-allowed"
+          className="text-xs font-semibold px-3 py-1.5 rounded transition-colors cursor-pointer disabled:opacity-30 disabled:cursor-not-allowed shrink-0"
           aria-label="Send message"
           style={{
             color: canSend ? "var(--accent)" : "var(--text-muted)",
diff --git a/src/uipath/dev/server/frontend/src/components/agent/AgentMessage.tsx b/src/uipath/dev/server/frontend/src/components/agent/AgentMessage.tsx
index a389e57..efca995 100644
--- a/src/uipath/dev/server/frontend/src/components/agent/AgentMessage.tsx
+++ b/src/uipath/dev/server/frontend/src/components/agent/AgentMessage.tsx
@@ -189,10 +189,17 @@ function SingleToolCall({ tc }: { tc: AgentToolCall }) {
   );
 }
 
+const VISIBLE_TOOL_CALLS = 3;
+
 function ToolCard({ message }: Props) {
   const calls = message.toolCalls ?? (message.toolCall ? [message.toolCall] : []);
+  const [showAll, setShowAll] = useState(false);
   if (calls.length === 0) return null;
 
+  const hiddenCount = calls.length - VISIBLE_TOOL_CALLS;
+  const shouldCollapse = hiddenCount > 0 && !showAll;
+  const visibleCalls = shouldCollapse ? calls.slice(-VISIBLE_TOOL_CALLS) : calls;
+
   return (
     <div className="py-1.5">
       <div className="flex items-center gap-1.5 mb-0.5">
@@ -202,8 +209,24 @@ function ToolCard({ message }: Props) {
         </span>
       </div>
       <div className="space-y-1">
-        {calls.map((tc, i) => (
-          <SingleToolCall key={i} tc={tc} />
+        {shouldCollapse && (
+          <button
+            onClick={() => setShowAll(true)}
+            className="ml-2.5 inline-flex items-center gap-1 text-[11px] font-mono px-2 py-1 rounded cursor-pointer hover:brightness-125"
+            style={{
+              background: "var(--bg-primary)",
+              border: "1px solid var(--border)",
+              color: "var(--text-muted)",
+            }}
+          >
+            {hiddenCount} more tool {hiddenCount === 1 ? "call" : "calls"}
+            <svg width="10" height="10" viewBox="0 0 24 24" fill="none" stroke="currentColor" strokeWidth="2" style={{ marginLeft: 2 }}>
+              <path d="M6 9l6 6 6-6" />
+            </svg>
+          </button>
+        )}
+        {visibleCalls.map((tc, i) => (
+          <SingleToolCall key={shouldCollapse ? i + hiddenCount : i} tc={tc} />
         ))}
       </div>
     </div>
diff --git a/src/uipath/dev/server/frontend/src/components/shared/ReloadToast.tsx b/src/uipath/dev/server/frontend/src/components/shared/ReloadToast.tsx
index 51a4c34..7cdcd4e 100644
--- a/src/uipath/dev/server/frontend/src/components/shared/ReloadToast.tsx
+++ b/src/uipath/dev/server/frontend/src/components/shared/ReloadToast.tsx
@@ -26,7 +26,7 @@ export default function ReloadToast() {
     <div className="fixed top-4 left-1/2 -translate-x-1/2 z-50 flex items-center justify-between px-5 py-2.5 rounded-lg shadow-lg min-w-[400px]"
       style={{ background: "var(--bg-secondary)", border: "1px solid var(--bg-tertiary)" }}>
       <span className="text-sm" style={{ color: "var(--text-secondary)" }}>
-        Files changed — reload to apply
+        Files changed, reload to apply
       </span>
       <div className="flex items-center gap-2">
         <button
diff --git a/src/uipath/dev/server/frontend/src/store/useWebSocket.ts b/src/uipath/dev/server/frontend/src/store/useWebSocket.ts
index 39121f7..beac2d4 100644
--- a/src/uipath/dev/server/frontend/src/store/useWebSocket.ts
+++ b/src/uipath/dev/server/frontend/src/store/useWebSocket.ts
@@ -4,7 +4,7 @@ import { useRunStore } from "./useRunStore";
 import { useEvalStore } from "./useEvalStore";
 import { useAgentStore } from "./useAgentStore";
 import { useExplorerStore } from "./useExplorerStore";
-import { readFile } from "../api/explorer-client";
+import { readFile, listDirectory } from "../api/explorer-client";
 import type { RunSummary, TraceSpan, LogEntry, InterruptEvent } from "../types/run";
 import type { EvalRunSummary, EvalItemResult } from "../types/eval";
 import type { AgentPlanItem, AgentStatus } from "../types/agent";
@@ -72,6 +72,7 @@ export function useWebSocket() {
           const changedFiles = msg.payload.files as string[];
           const changedSet = new Set(changedFiles);
           const explorer = useExplorerStore.getState();
+          // Refresh open tab contents
           for (const tab of explorer.openTabs) {
             if (explorer.dirty[tab] || !changedSet.has(tab)) continue;
             readFile(tab).then((fc) => {
@@ -81,6 +82,20 @@ export function useWebSocket() {
               s.setFileContent(tab, fc);
             }).catch(() => {});
           }
+          // Refresh directory listings for already-loaded parent dirs
+          const dirsToRefresh = new Set<string>();
+          for (const filePath of changedFiles) {
+            const lastSlash = filePath.lastIndexOf("/");
+            const parentDir = lastSlash === -1 ? "" : filePath.substring(0, lastSlash);
+            if (parentDir in explorer.children) {
+              dirsToRefresh.add(parentDir);
+            }
+          }
+          for (const dir of dirsToRefresh) {
+            listDirectory(dir)
+              .then((entries) => useExplorerStore.getState().setChildren(dir, entries))
+              .catch(() => {});
+          }
           break;
         }
         // Eval events
diff --git a/src/uipath/dev/server/routes/files.py b/src/uipath/dev/server/routes/files.py
index 2bc170e..4beda53 100644
--- a/src/uipath/dev/server/routes/files.py
+++ b/src/uipath/dev/server/routes/files.py
@@ -191,5 +191,8 @@ async def save_file(path: str, body: SaveFileBody) -> dict[str, str]:
     """Save file content. Creates parent dirs if needed."""
     target = _resolve_safe(path)
     target.parent.mkdir(parents=True, exist_ok=True)
-    target.write_text(body.content, encoding="utf-8")
+    # Write bytes directly to avoid Python text-mode converting \n → \r\n on
+    # Windows, which would add extra carriage returns on every save since
+    # Monaco normalizes line endings to \n.
+    target.write_bytes(body.content.encode("utf-8"))
     return {"status": "ok"}
diff --git a/src/uipath/dev/server/static/assets/ChatPanel-CiK6YSHu.js b/src/uipath/dev/server/static/assets/ChatPanel-BcW6Jtpz.js
similarity index 99%
rename from src/uipath/dev/server/static/assets/ChatPanel-CiK6YSHu.js
rename to src/uipath/dev/server/static/assets/ChatPanel-BcW6Jtpz.js
index b9e8f6a..23b01f2 100644
--- a/src/uipath/dev/server/static/assets/ChatPanel-CiK6YSHu.js
+++ b/src/uipath/dev/server/static/assets/ChatPanel-BcW6Jtpz.js
@@ -1,2 +1,2 @@
-import{j as e,a as y}from"./vendor-react-BN_uQvcy.js";import{M,r as T,a as O,u as S}from"./index-Gpw0SLbu.js";import"./vendor-reactflow-BP_V7ttx.js";const J={user:{label:"You",color:"var(--info)"},tool:{label:"Tool",color:"var(--warning)"},assistant:{label:"AI",color:"var(--success)"}};function A({message:t,onToolCallClick:r,toolCallIndices:o}){const i=t.role==="user",l=t.tool_calls&&t.tool_calls.length>0,a=J[i?"user":l?"tool":"assistant"];return e.jsxs("div",{className:"py-1.5",children:[e.jsxs("div",{className:"flex items-center gap-1.5 mb-0.5",children:[e.jsx("div",{className:"w-2 h-2 rounded-full",style:{background:a.color}}),e.jsx("span",{className:"text-[11px] font-semibold",style:{color:a.color},children:a.label})]}),t.content&&(i?e.jsx("div",{className:"text-sm leading-relaxed pl-2.5 max-w-prose",style:{color:"var(--text-primary)"},children:t.content}):e.jsx("div",{className:"text-sm leading-relaxed pl-2.5 max-w-prose chat-markdown",style:{color:"var(--text-secondary)"},children:e.jsx(M,{remarkPlugins:[O],rehypePlugins:[T],children:t.content})})),t.tool_calls&&t.tool_calls.length>0&&e.jsx("div",{className:"flex flex-wrap gap-1 mt-1 pl-2.5",children:t.tool_calls.map((p,c)=>e.jsxs("span",{className:"inline-flex items-center gap-1 text-[11px] font-mono px-2 py-1 rounded cursor-pointer hover:brightness-125",style:{background:"var(--bg-primary)",border:"1px solid var(--border)",color:p.has_result?"var(--success)":"var(--text-muted)"},onClick:()=>r==null?void 0:r(p.name,(o==null?void 0:o[c])??0),children:[p.has_result?"✓":"•"," ",p.name]},`${p.name}-${c}`))})]})}function L({onSend:t,disabled:r,placeholder:o}){const[i,l]=y.useState(""),u=()=>{const c=i.trim();c&&(t(c),l(""))},a=c=>{c.key==="Enter"&&!c.shiftKey&&(c.preventDefault(),u())},p=!r&&i.trim().length>0;return e.jsxs("div",{className:"flex items-center gap-2 px-3 py-2 border-t",style:{borderColor:"var(--border)"},children:[e.jsx("input",{value:i,onChange:c=>l(c.target.value),onKeyDown:a,disabled:r,placeholder:o??"Message...",className:"flex-1 bg-transparent text-sm py-1 disabled:opacity-40 placeholder:text-[var(--text-muted)]",style:{color:"var(--text-primary)"}}),e.jsx("button",{onClick:u,disabled:!p,className:"text-xs font-semibold px-3 py-1.5 rounded transition-colors cursor-pointer disabled:opacity-30 disabled:cursor-not-allowed","aria-label":"Send message",style:{color:p?"var(--accent)":"var(--text-muted)",background:"transparent"},onMouseEnter:c=>{p&&(c.currentTarget.style.background="color-mix(in srgb, var(--accent) 10%, transparent)")},onMouseLeave:c=>{c.currentTarget.style.background="transparent"},children:"Send"})]})}function $(t){if(typeof t!="object"||t===null)return!1;const r=t;return typeof r.properties=="object"&&r.properties!==null&&Object.keys(r.properties).length>0}const f={color:"var(--text-primary)",border:"1px solid var(--border)",background:"var(--bg-primary)"},j="w-full text-[11px] font-mono py-1 px-2 rounded focus:outline-none";function R({name:t,prop:r,value:o,onChange:i}){const l=e.jsxs("label",{className:"text-[11px] font-medium block mb-1",style:{color:"var(--text-muted)"},children:[t,r.description&&e.jsxs("span",{className:"font-normal normal-case tracking-normal ml-1",style:{color:"var(--text-muted)",opacity:.7},children:["— ",r.description]})]});if(r.enum&&Array.isArray(r.enum))return e.jsxs("div",{children:[l,e.jsx("select",{value:String(o??""),onChange:a=>i(a.target.value),className:j,style:f,children:r.enum.map(a=>e.jsx("option",{value:String(a),children:String(a)},String(a)))})]});if(r.type==="boolean")return e.jsxs("div",{children:[l,e.jsxs("label",{className:"flex items-center gap-2 cursor-pointer py-1",children:[e.jsx("input",{type:"checkbox",checked:!!o,onChange:a=>i(a.target.checked),className:"accent-[var(--accent)]"}),e.jsx("span",{className:"text-[11px] font-mono",style:{color:"var(--text-secondary)"},children:o?"true":"false"})]})]});if(r.type==="number"||r.type==="integer")return e.jsxs("div",{children:[l,e.jsx("input",{type:"number",value:o==null?"":String(o),onChange:a=>i(a.target.value===""?null:Number(a.target.value)),step:r.type==="integer"?1:"any",className:j,style:f})]});if(r.type==="object"||r.type==="array"){const a=typeof o=="string"?o:JSON.stringify(o??null,null,2);return e.jsxs("div",{children:[l,e.jsx("textarea",{value:a,onChange:p=>i(p.target.value),rows:3,className:`${j} resize-y`,style:f})]})}const u=o==null?"":String(o);return u.length>100||u.includes(`
+import{j as e,a as y}from"./vendor-react-BN_uQvcy.js";import{M,r as T,a as O,u as S}from"./index-B2xfJE6O.js";import"./vendor-reactflow-BP_V7ttx.js";const J={user:{label:"You",color:"var(--info)"},tool:{label:"Tool",color:"var(--warning)"},assistant:{label:"AI",color:"var(--success)"}};function A({message:t,onToolCallClick:r,toolCallIndices:o}){const i=t.role==="user",l=t.tool_calls&&t.tool_calls.length>0,a=J[i?"user":l?"tool":"assistant"];return e.jsxs("div",{className:"py-1.5",children:[e.jsxs("div",{className:"flex items-center gap-1.5 mb-0.5",children:[e.jsx("div",{className:"w-2 h-2 rounded-full",style:{background:a.color}}),e.jsx("span",{className:"text-[11px] font-semibold",style:{color:a.color},children:a.label})]}),t.content&&(i?e.jsx("div",{className:"text-sm leading-relaxed pl-2.5 max-w-prose",style:{color:"var(--text-primary)"},children:t.content}):e.jsx("div",{className:"text-sm leading-relaxed pl-2.5 max-w-prose chat-markdown",style:{color:"var(--text-secondary)"},children:e.jsx(M,{remarkPlugins:[O],rehypePlugins:[T],children:t.content})})),t.tool_calls&&t.tool_calls.length>0&&e.jsx("div",{className:"flex flex-wrap gap-1 mt-1 pl-2.5",children:t.tool_calls.map((p,c)=>e.jsxs("span",{className:"inline-flex items-center gap-1 text-[11px] font-mono px-2 py-1 rounded cursor-pointer hover:brightness-125",style:{background:"var(--bg-primary)",border:"1px solid var(--border)",color:p.has_result?"var(--success)":"var(--text-muted)"},onClick:()=>r==null?void 0:r(p.name,(o==null?void 0:o[c])??0),children:[p.has_result?"✓":"•"," ",p.name]},`${p.name}-${c}`))})]})}function L({onSend:t,disabled:r,placeholder:o}){const[i,l]=y.useState(""),u=()=>{const c=i.trim();c&&(t(c),l(""))},a=c=>{c.key==="Enter"&&!c.shiftKey&&(c.preventDefault(),u())},p=!r&&i.trim().length>0;return e.jsxs("div",{className:"flex items-center gap-2 px-3 py-2 border-t",style:{borderColor:"var(--border)"},children:[e.jsx("input",{value:i,onChange:c=>l(c.target.value),onKeyDown:a,disabled:r,placeholder:o??"Message...",className:"flex-1 bg-transparent text-sm py-1 disabled:opacity-40 placeholder:text-[var(--text-muted)]",style:{color:"var(--text-primary)"}}),e.jsx("button",{onClick:u,disabled:!p,className:"text-xs font-semibold px-3 py-1.5 rounded transition-colors cursor-pointer disabled:opacity-30 disabled:cursor-not-allowed","aria-label":"Send message",style:{color:p?"var(--accent)":"var(--text-muted)",background:"transparent"},onMouseEnter:c=>{p&&(c.currentTarget.style.background="color-mix(in srgb, var(--accent) 10%, transparent)")},onMouseLeave:c=>{c.currentTarget.style.background="transparent"},children:"Send"})]})}function $(t){if(typeof t!="object"||t===null)return!1;const r=t;return typeof r.properties=="object"&&r.properties!==null&&Object.keys(r.properties).length>0}const f={color:"var(--text-primary)",border:"1px solid var(--border)",background:"var(--bg-primary)"},j="w-full text-[11px] font-mono py-1 px-2 rounded focus:outline-none";function R({name:t,prop:r,value:o,onChange:i}){const l=e.jsxs("label",{className:"text-[11px] font-medium block mb-1",style:{color:"var(--text-muted)"},children:[t,r.description&&e.jsxs("span",{className:"font-normal normal-case tracking-normal ml-1",style:{color:"var(--text-muted)",opacity:.7},children:["— ",r.description]})]});if(r.enum&&Array.isArray(r.enum))return e.jsxs("div",{children:[l,e.jsx("select",{value:String(o??""),onChange:a=>i(a.target.value),className:j,style:f,children:r.enum.map(a=>e.jsx("option",{value:String(a),children:String(a)},String(a)))})]});if(r.type==="boolean")return e.jsxs("div",{children:[l,e.jsxs("label",{className:"flex items-center gap-2 cursor-pointer py-1",children:[e.jsx("input",{type:"checkbox",checked:!!o,onChange:a=>i(a.target.checked),className:"accent-[var(--accent)]"}),e.jsx("span",{className:"text-[11px] font-mono",style:{color:"var(--text-secondary)"},children:o?"true":"false"})]})]});if(r.type==="number"||r.type==="integer")return e.jsxs("div",{children:[l,e.jsx("input",{type:"number",value:o==null?"":String(o),onChange:a=>i(a.target.value===""?null:Number(a.target.value)),step:r.type==="integer"?1:"any",className:j,style:f})]});if(r.type==="object"||r.type==="array"){const a=typeof o=="string"?o:JSON.stringify(o??null,null,2);return e.jsxs("div",{children:[l,e.jsx("textarea",{value:a,onChange:p=>i(p.target.value),rows:3,className:`${j} resize-y`,style:f})]})}const u=o==null?"":String(o);return u.length>100||u.includes(`
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F({interrupt:t,onRespond:r}){const[o,i]=y.useState(""),[l,u]=y.useState(!1),[a,p]=y.useState({}),[c,N]=y.useState(""),[k,h]=y.useState(null),g=t.input_schema,b=$(g),C=y.useCallback(()=>{const s=typeof t.input_value=="object"&&t.input_value!==null?t.input_value:{};if(b){const d={...s};for(const m of Object.keys(g.properties))m in d||(d[m]=null);const x=g.properties;for(const[m,v]of Object.entries(x))(v.type==="object"||v.type==="array")&&typeof d[m]!="string"&&(d[m]=JSON.stringify(d[m]??null,null,2));p(d)}else N(typeof t.input_value=="string"?t.input_value:JSON.stringify(t.input_value??null,null,2));h(null),u(!0)},[t.input_value,b,g]),E=()=>{u(!1),h(null)},w=()=>{if(b){const s={},d=g.properties;for(const[x,m]of Object.entries(a)){const v=d[x];if(((v==null?void 0:v.type)==="object"||(v==null?void 0:v.type)==="array")&&typeof m=="string")try{s[x]=JSON.parse(m)}catch{h(`Invalid JSON for "${x}"`);return}else s[x]=m}r({approved:!0,input:s})}else try{const 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var(--accent) 40%, var(--border))"},children:[e.jsx("div",{className:"px-3 py-2",style:{background:"color-mix(in srgb, var(--accent) 10%, var(--bg-secondary))"},children:e.jsx("span",{className:"text-[11px] font-semibold",style:{color:"var(--accent)"},children:"Input Required"})}),t.content!=null&&e.jsx("div",{className:"px-3 py-2 text-sm leading-relaxed",style:{background:"var(--bg-secondary)",color:"var(--text-secondary)"},children:typeof t.content=="string"?t.content:JSON.stringify(t.content,null,2)}),e.jsxs("div",{className:"flex items-center gap-2 px-3 py-2",style:{background:"var(--bg-secondary)",borderTop:"1px solid var(--border)"},children:[e.jsx("input",{value:o,onChange:s=>i(s.target.value),onKeyDown:s=>{s.key==="Enter"&&!s.shiftKey&&o.trim()&&(s.preventDefault(),r({response:o.trim()}))},placeholder:"Type your response...",className:"flex-1 bg-transparent text-sm py-1 placeholder:text-[var(--text-muted)]",style:{color:"var(--text-primary)"}}),e.jsx("button",{onClick:()=>{o.trim()&&r({response:o.trim()})},disabled:!o.trim(),className:"text-xs font-semibold px-3 py-1.5 rounded transition-colors cursor-pointer disabled:opacity-30 disabled:cursor-not-allowed",style:{color:o.trim()?"var(--accent)":"var(--text-muted)",background:"transparent"},children:"Send"})]})]})}function I({messages:t,runId:r,runStatus:o,ws:i}){const l=y.useRef(null),u=y.useRef(!0),a=S(n=>n.addLocalChatMessage),p=S(n=>n.setFocusedSpan),c=S(n=>n.activeInterrupt[r]??null),N=S(n=>n.setActiveInterrupt),k=y.useMemo(()=>{const n=new Map,s=new Map;for(const d of t)if(d.tool_calls){const x=[];for(const m of d.tool_calls){const v=s.get(m.name)??0;x.push(v),s.set(m.name,v+1)}n.set(d.message_id,x)}return n},[t]),[h,g]=y.useState(!1),b=()=>{const n=l.current;if(!n)return;const s=n.scrollHeight-n.scrollTop-n.clientHeight<40;u.current=s,g(n.scrollTop>100)};y.useEffect(()=>{u.current&&l.current&&(l.current.scrollTop=l.current.scrollHeight)});const C=n=>{u.current=!0,a(r,{message_id:`local-${Date.now()}`,role:"user",content:n}),i.sendChatMessage(r,n)},E=n=>{u.current=!0,i.sendInterruptResponse(r,n),N(r,null)},w=o==="running"||!!c;return e.jsxs("div",{className:"flex flex-col h-full",children:[e.jsxs("div",{className:"relative flex-1 overflow-hidden",children:[e.jsxs("div",{ref:l,onScroll:b,className:"h-full overflow-y-auto px-3 py-2 space-y-0.5",children:[t.length===0&&e.jsx("p",{className:"text-[var(--text-muted)] text-sm text-center py-6",children:"No messages yet"}),t.map(n=>e.jsx(A,{message:n,toolCallIndices:k.get(n.message_id),onToolCallClick:(s,d)=>p({name:s,index:d})},n.message_id)),c&&e.jsx(F,{interrupt:c,onRespond:E})]}),h&&e.jsx("button",{onClick:()=>{var n;return(n=l.current)==null?void 0:n.scrollTo({top:0,behavior:"smooth"})},className:"absolute top-2 right-3 w-6 h-6 flex items-center justify-center rounded-full cursor-pointer transition-opacity opacity-70 hover:opacity-100",style:{background:"var(--bg-tertiary)",color:"var(--text-primary)"},title:"Scroll to top",children:e.jsx("svg",{width:"12",height:"12",viewBox:"0 0 24 24",fill:"none",stroke:"currentColor",strokeWidth:"2.5",strokeLinecap:"round",strokeLinejoin:"round",children:e.jsx("polyline",{points:"18 15 12 9 6 15"})})})]}),e.jsx(L,{onSend:C,disabled:w,placeholder:c?"Respond to the interrupt above...":w?"Waiting for response...":"Message..."})]})}export{I as default};
diff --git a/src/uipath/dev/server/static/assets/index-Gpw0SLbu.js b/src/uipath/dev/server/static/assets/index-B2xfJE6O.js
similarity index 64%
rename from src/uipath/dev/server/static/assets/index-Gpw0SLbu.js
rename to src/uipath/dev/server/static/assets/index-B2xfJE6O.js
index fb7c2da..93e6772 100644
--- a/src/uipath/dev/server/static/assets/index-Gpw0SLbu.js
+++ b/src/uipath/dev/server/static/assets/index-B2xfJE6O.js
@@ -1,10 +1,10 @@
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@@ -37,8 +37,8 @@ ${r.join(`
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Focus on comparing meaning and contextual equivalence of corresponding fields, accounting for alternative valid expressions, synonyms, and reasonable variations in language while maintaining high standards for accuracy and completeness. Provide your score with a brief justification.
 ----
 ExpectedOutput:
 {{ExpectedOutput}}
@@ -68,39 +68,39 @@ ExpectedAgentBehavior:
 {{ExpectedAgentBehavior}}
 ----
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s=0,o=0,l;return u;function u(T){return c(T)}function c(T){const F=r.events[r.events.length-1];return s=F&&F[1].type==="linePrefix"?F[2].sliceSerialize(F[1],!0).length:0,l=T,e.enter("codeFenced"),e.enter("codeFencedFence"),e.enter("codeFencedFenceSequence"),d(T)}function d(T){return T===l?(o++,e.consume(T),d):o<3?n(T):(e.exit("codeFencedFenceSequence"),ge(T)?ve(e,p,"whitespace")(T):p(T))}function p(T){return T===null||ie(T)?(e.exit("codeFencedFence"),r.interrupt?t(T):e.check(To,x,L)(T)):(e.enter("codeFencedFenceInfo"),e.enter("chunkString",{contentType:"string"}),m(T))}function m(T){return T===null||ie(T)?(e.exit("chunkString"),e.exit("codeFencedFenceInfo"),p(T)):ge(T)?(e.exit("chunkString"),e.exit("codeFencedFenceInfo"),ve(e,f,"whitespace")(T)):T===96&&T===l?n(T):(e.consume(T),m)}function f(T){return T===null||ie(T)?p(T):(e.enter("codeFencedFenceMeta"),e.enter("chunkString",{contentType:"string"}),h(T))}function h(T){return 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N(_){return _===null||ie(_)?(T.exit("codeFencedFence"),F(_)):O(_)}}}function Jd(e,t,n){const r=this;return i;function i(o){return o===null?n(o):(e.enter("lineEnding"),e.consume(o),e.exit("lineEnding"),s)}function s(o){return r.parser.lazy[r.now().line]?n(o):t(o)}}const mr={name:"codeIndented",tokenize:ep},Qd={partial:!0,tokenize:tp};function ep(e,t,n){const r=this;return i;function i(c){return e.enter("codeIndented"),ve(e,s,"linePrefix",5)(c)}function s(c){const d=r.events[r.events.length-1];return d&&d[1].type==="linePrefix"&&d[2].sliceSerialize(d[1],!0).length>=4?o(c):n(c)}function o(c){return c===null?u(c):ie(c)?e.attempt(Qd,o,u)(c):(e.enter("codeFlowValue"),l(c))}function l(c){return c===null||ie(c)?(e.exit("codeFlowValue"),o(c)):(e.consume(c),l)}function u(c){return e.exit("codeIndented"),t(c)}}function tp(e,t,n){const r=this;return i;function i(o){return r.parser.lazy[r.now().line]?n(o):ie(o)?(e.enter("lineEnding"),e.consume(o),e.exit("lineEnding"),i):ve(e,s,"linePrefix",5)(o)}function s(o){const l=r.events[r.events.length-1];return l&&l[1].type==="linePrefix"&&l[2].sliceSerialize(l[1],!0).length>=4?t(o):ie(o)?i(o):n(o)}}const np={name:"codeText",previous:ip,resolve:rp,tokenize:op};function rp(e){let t=e.length-4,n=3,r,i;if((e[n][1].type==="lineEnding"||e[n][1].type==="space")&&(e[t][1].type==="lineEnding"||e[t][1].type==="space")){for(r=n;++r<t;)if(e[r][1].type==="codeTextData"){e[n][1].type="codeTextPadding",e[t][1].type="codeTextPadding",n+=2,t-=2;break}}for(r=n-1,t++;++r<=t;)i===void 0?r!==t&&e[r][1].type!=="lineEnding"&&(i=r):(r===t||e[r][1].type==="lineEnding")&&(e[i][1].type="codeTextData",r!==i+2&&(e[i][1].end=e[r-1][1].end,e.splice(i+2,r-i-2),t-=r-i-2,r=i+2),i=void 0);return e}function ip(e){return e!==96||this.events[this.events.length-1][1].type==="characterEscape"}function op(e,t,n){let r=0,i,s;return o;function o(p){return 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this.left.length+this.right.length}shift(){return this.setCursor(0),this.right.pop()}slice(t,n){const r=n??Number.POSITIVE_INFINITY;return r<this.left.length?this.left.slice(t,r):t>this.left.length?this.right.slice(this.right.length-r+this.left.length,this.right.length-t+this.left.length).reverse():this.left.slice(t).concat(this.right.slice(this.right.length-r+this.left.length).reverse())}splice(t,n,r){const i=n||0;this.setCursor(Math.trunc(t));const s=this.right.splice(this.right.length-i,Number.POSITIVE_INFINITY);return r&&cn(this.left,r),s.reverse()}pop(){return 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m===o||m===null||ie(m)?(e.exit("chunkString"),c(m)):(e.consume(m),m===92?p:d)}function p(m){return m===o||m===92?(e.consume(m),d):d(m)}}function mn(e,t){let n;return r;function r(i){return ie(i)?(e.enter("lineEnding"),e.consume(i),e.exit("lineEnding"),n=!0,r):ge(i)?ve(e,r,n?"linePrefix":"lineSuffix")(i):t(i)}}const fp={name:"definition",tokenize:hp},mp={partial:!0,tokenize:gp};function hp(e,t,n){const r=this;let i;return s;function s(f){return e.enter("definition"),o(f)}function o(f){return ta.call(r,e,l,n,"definitionLabel","definitionLabelMarker","definitionLabelString")(f)}function l(f){return i=ut(r.sliceSerialize(r.events[r.events.length-1][1]).slice(1,-1)),f===58?(e.enter("definitionMarker"),e.consume(f),e.exit("definitionMarker"),u):n(f)}function u(f){return Ne(f)?mn(e,c)(f):c(f)}function c(f){return ea(e,d,n,"definitionDestination","definitionDestinationLiteral","definitionDestinationLiteralMarker","definitionDestinationRaw","definitionDestinationString")(f)}function d(f){return 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f===62?(e.exit("autolinkProtocol"),e.enter("autolinkMarker"),e.consume(f),e.exit("autolinkMarker"),e.exit("autolink"),t):f===null||f===32||f===60||$n(f)?n(f):(e.consume(f),u)}function c(f){return f===64?(e.consume(f),d):Ld(f)?(e.consume(f),c):n(f)}function d(f){return $e(f)?p(f):n(f)}function p(f){return f===46?(e.consume(f),r=0,d):f===62?(e.exit("autolinkProtocol").type="autolinkEmail",e.enter("autolinkMarker"),e.consume(f),e.exit("autolinkMarker"),e.exit("autolink"),t):m(f)}function m(f){if((f===45||$e(f))&&r++<63){const g=f===45?m:p;return e.consume(f),g}return n(f)}}const yn={partial:!0,tokenize:Gd};function Gd(e,t,n){return r;function r(s){return ge(s)?ve(e,i,"linePrefix")(s):i(s)}function i(s){return s===null||ie(s)?t(s):n(s)}}const Zs={continuation:{tokenize:Vd},exit:Yd,name:"blockQuote",tokenize:qd};function qd(e,t,n){const r=this;return i;function i(o){if(o===62){const l=r.containerState;return 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i=0,s,o;return l;function l(p){return e.enter("characterReference"),e.enter("characterReferenceMarker"),e.consume(p),e.exit("characterReferenceMarker"),u}function u(p){return p===35?(e.enter("characterReferenceMarkerNumeric"),e.consume(p),e.exit("characterReferenceMarkerNumeric"),c):(e.enter("characterReferenceValue"),s=31,o=$e,d(p))}function c(p){return p===88||p===120?(e.enter("characterReferenceMarkerHexadecimal"),e.consume(p),e.exit("characterReferenceMarkerHexadecimal"),e.enter("characterReferenceValue"),s=6,o=jd,d):(e.enter("characterReferenceValue"),s=7,o=Br,d(p))}function d(p){if(p===59&&i){const m=e.exit("characterReferenceValue");return o===$e&&!oi(r.sliceSerialize(m))?n(p):(e.enter("characterReferenceMarker"),e.consume(p),e.exit("characterReferenceMarker"),e.exit("characterReference"),t)}return o(p)&&i++<s?(e.consume(p),d):n(p)}}const Co={partial:!0,tokenize:Qd},Ao={concrete:!0,name:"codeFenced",tokenize:Jd};function Jd(e,t,n){const r=this,i={partial:!0,tokenize:L};let s=0,o=0,l;return u;function u(T){return c(T)}function c(T){const B=r.events[r.events.length-1];return s=B&&B[1].type==="linePrefix"?B[2].sliceSerialize(B[1],!0).length:0,l=T,e.enter("codeFenced"),e.enter("codeFencedFence"),e.enter("codeFencedFenceSequence"),d(T)}function d(T){return T===l?(o++,e.consume(T),d):o<3?n(T):(e.exit("codeFencedFenceSequence"),ge(T)?ve(e,p,"whitespace")(T):p(T))}function p(T){return T===null||ie(T)?(e.exit("codeFencedFence"),r.interrupt?t(T):e.check(Co,x,j)(T)):(e.enter("codeFencedFenceInfo"),e.enter("chunkString",{contentType:"string"}),m(T))}function m(T){return T===null||ie(T)?(e.exit("chunkString"),e.exit("codeFencedFenceInfo"),p(T)):ge(T)?(e.exit("chunkString"),e.exit("codeFencedFenceInfo"),ve(e,f,"whitespace")(T)):T===96&&T===l?n(T):(e.consume(T),m)}function f(T){return T===null||ie(T)?p(T):(e.enter("codeFencedFenceMeta"),e.enter("chunkString",{contentType:"string"}),g(T))}function g(T){return 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N(_){return _===null||ie(_)?(T.exit("codeFencedFence"),B(_)):O(_)}}}function Qd(e,t,n){const r=this;return i;function i(o){return o===null?n(o):(e.enter("lineEnding"),e.consume(o),e.exit("lineEnding"),s)}function s(o){return r.parser.lazy[r.now().line]?n(o):t(o)}}const mr={name:"codeIndented",tokenize:tp},ep={partial:!0,tokenize:np};function tp(e,t,n){const r=this;return i;function i(c){return e.enter("codeIndented"),ve(e,s,"linePrefix",5)(c)}function s(c){const d=r.events[r.events.length-1];return d&&d[1].type==="linePrefix"&&d[2].sliceSerialize(d[1],!0).length>=4?o(c):n(c)}function o(c){return c===null?u(c):ie(c)?e.attempt(ep,o,u)(c):(e.enter("codeFlowValue"),l(c))}function l(c){return c===null||ie(c)?(e.exit("codeFlowValue"),o(c)):(e.consume(c),l)}function u(c){return e.exit("codeIndented"),t(c)}}function np(e,t,n){const r=this;return i;function i(o){return 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diff --git a/src/uipath/dev/server/static/assets/index-BhpA3bEW.css b/src/uipath/dev/server/static/assets/index-BhpA3bEW.css
deleted file mode 100644
index 2a6dc13..0000000
--- a/src/uipath/dev/server/static/assets/index-BhpA3bEW.css
+++ /dev/null
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new file mode 100644
index 0000000..3c1c7ee
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diff --git a/src/uipath/dev/server/static/index.html b/src/uipath/dev/server/static/index.html
index 8de320e..2d437c9 100644
--- a/src/uipath/dev/server/static/index.html
+++ b/src/uipath/dev/server/static/index.html
@@ -5,11 +5,11 @@
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
     <title>UiPath Developer Console</title>
     <link rel="icon" type="image/x-icon" href="/favicon.ico" />
-    <script type="module" crossorigin src="/assets/index-Gpw0SLbu.js"></script>
+    <script type="module" crossorigin src="/assets/index-B2xfJE6O.js"></script>
     <link rel="modulepreload" crossorigin href="/assets/vendor-react-BN_uQvcy.js">
     <link rel="modulepreload" crossorigin href="/assets/vendor-reactflow-BP_V7ttx.js">
     <link rel="stylesheet" crossorigin href="/assets/vendor-reactflow-B5DZHykP.css">
-    <link rel="stylesheet" crossorigin href="/assets/index-BhpA3bEW.css">
+    <link rel="stylesheet" crossorigin href="/assets/index-DKf_uUe0.css">
   </head>
   <body>
     <div id="root"></div>

diff --git a/src/uipath/dev/services/agent_service.py b/src/uipath/dev/services/agent_service.py
index 4f20bc0..7e44c04 100644
--- a/src/uipath/dev/services/agent_service.py
+++ b/src/uipath/dev/services/agent_service.py
@@ -8,7 +8,9 @@
 import logging
 import os
 import re
+import signal
 import subprocess
+import sys
 import uuid
 from collections.abc import Callable
 from dataclasses import dataclass, field
@@ -27,6 +29,10 @@
 BASH_TIMEOUT = 30
 TOOLS_REQUIRING_APPROVAL = {"write_file", "edit_file", "bash"}
 
+# Matches standard ANSI CSI sequences, OSC sequences (e.g. hyperlinks), and
+# carriage returns used by spinners to overwrite lines.
+_ANSI_RE = re.compile(r"\x1b\][^\x1b]*(?:\x1b\\|\x07)|\x1b\[[0-9;]*[A-Za-z]|\r")
+
 # ---------------------------------------------------------------------------
 # System prompt
 # ---------------------------------------------------------------------------
@@ -35,7 +41,14 @@
 You are a senior Python developer specializing in UiPath coded agents and automations. \
 You help users build, debug, test, and improve Python agents using the UiPath SDK.
 
-## Core Principles
+## Critical Rules
+
+### You Have a Shell — USE IT
+- You have direct access to the user's terminal via the `bash` tool.
+- NEVER tell the user to run commands themselves. ALWAYS use `bash` to execute commands directly.
+- This includes: `uv run`, `uv sync`, `uipath init`, `uipath run`, `uipath eval`, `uipath pack`, `uipath publish`, and any other CLI commands.
+- If something needs to be run, run it. Don't explain how to run it.
+- The user is already authenticated — NEVER ask them to authenticate or run `uipath auth`.
 
 ### Read Before Writing
 - NEVER suggest code changes without first reading the relevant source files.
@@ -60,15 +73,37 @@
 1. **Plan first**: Call `update_plan` with your steps before doing anything else.
 2. **Explore**: Use `glob` and `grep` to find relevant files. Read them with `read_file`.
 3. **Implement**: Use `edit_file` for targeted changes, `write_file` only for new files.
-4. **Verify**: Read back edited files to confirm correctness. Run tests or linters via `bash` when appropriate.
-5. **Update progress**: Mark plan steps as "completed" as you go, add new steps if scope expands.
-6. **Summarize**: When done, briefly state what you changed and why.
+4. **Execute**: Use `bash` to run commands — installations, tests, linters, builds, `uv run` commands, etc. \
+When the user asks you to run something, always use the `bash` tool to execute it. Never tell the user to run commands themselves — you have a shell, use it.
+5. **Verify**: Read back edited files to confirm correctness. Run tests or linters via `bash`.
+6. **Update progress**: Mark plan steps as "completed" as you go, add new steps if scope expands.
+7. **Summarize**: When done, briefly state what you changed and why.
+
+## Full Build Cycle
+
+When building or modifying an agent or function, always complete the full cycle — don't stop at writing code:
+
+1. **Write the code** — implement the agent/function with Input/Output models and `@traced()` main function.
+2. **Generate entry points** — run `uv run uipath init` via `bash`.
+3. **Write evaluations** — create BOTH:
+   - **Evaluator files** in `evaluations/evaluators/` (e.g. `exact-match.json`, `json-similarity.json`) — these must exist first.
+   - **Eval set files** in `evaluations/eval-sets/` with test cases that reference the evaluator IDs.
+4. **Run the evaluations** — execute `uv run uipath eval` via `bash` and report results.
+5. **Pack & publish** — when the user asks to deploy, run via `bash`:
+   - `uv run uipath pack` — create a .nupkg package
+   - `uv run uipath publish -w` — publish to personal workspace (default)
+   - `uv run uipath publish -t` — publish to a specific tenant folder
+
+Never stop after just writing code. If you create an agent/function, you must also create evaluations and run them. \
+If you create eval sets, you must also create the evaluator files they reference — otherwise the eval run will fail. \
+If the user asks you to publish or deploy, use `bash` to run the commands — don't tell them to do it. \
+Default to publishing to personal workspace (`-w`) unless the user specifies a tenant folder.
 
 ## Tools
 - `read_file` — Read file contents (always use before editing)
 - `write_file` — Create or overwrite a file
 - `edit_file` — Surgical string replacement (old_string must be unique)
-- `bash` — Execute a shell command (timeout: 30s)
+- `bash` — Execute a shell command (timeout: 30s). USE THIS to run commands for the user — never tell the user to run commands manually when you can run them yourself.
 - `glob` — Find files matching a pattern (e.g. `**/*.py`)
 - `grep` — Search file contents with regex
 - `update_plan` — Create or update your task plan
@@ -147,14 +182,19 @@
         "type": "function",
         "function": {
             "name": "bash",
-            "description": "Execute a shell command and return stdout/stderr. Timeout: 30s.",
+            "description": "Execute a shell command and return stdout/stderr. Timeout: 30s. "
+            "For commands that prompt for input, provide the expected input via the stdin parameter.",
             "parameters": {
                 "type": "object",
                 "properties": {
                     "command": {
                         "type": "string",
                         "description": "The shell command to execute.",
-                    }
+                    },
+                    "stdin": {
+                        "type": "string",
+                        "description": "Optional input to feed to the command's stdin. Use this for commands that prompt for input (e.g. confirmations, selections). Use newlines to separate multiple inputs.",
+                    },
                 },
                 "required": ["command"],
             },
@@ -322,24 +362,69 @@ def _tool_edit_file(args: dict[str, Any]) -> str:
     return "Edit applied successfully"
 
 
+def _kill_process_tree(proc: subprocess.Popen[str]) -> None:
+    """Kill a process and all its children."""
+    try:
+        if sys.platform == "win32":
+            # taskkill /T kills the entire process tree on Windows
+            subprocess.run(
+                ["taskkill", "/F", "/T", "/PID", str(proc.pid)],
+                capture_output=True,
+            )
+        else:
+            os.killpg(os.getpgid(proc.pid), signal.SIGKILL)
+    except (ProcessLookupError, OSError):
+        pass
+    try:
+        proc.wait(timeout=5)
+    except subprocess.TimeoutExpired:
+        proc.kill()
+
+
 def _tool_bash(args: dict[str, Any]) -> str:
     command = args["command"]
+    stdin_input = args.get("stdin")
     try:
-        result = subprocess.run(
-            command,
+        env = os.environ.copy()
+        env["PYTHONUTF8"] = "1"
+        env["NO_COLOR"] = "1"
+        env["TERM"] = "dumb"
+        popen_kwargs: dict[str, Any] = dict(
             shell=True,
-            capture_output=True,
+            stdout=subprocess.PIPE,
+            stderr=subprocess.PIPE,
             text=True,
-            timeout=BASH_TIMEOUT,
+            encoding="utf-8",
+            errors="replace",
             cwd=str(_PROJECT_ROOT),
+            env=env,
         )
+        # DEVNULL prevents hanging on interactive prompts when no input given.
+        # PIPE is used only when the agent explicitly provides stdin input.
+        if stdin_input is not None:
+            popen_kwargs["stdin"] = subprocess.PIPE
+        else:
+            popen_kwargs["stdin"] = subprocess.DEVNULL
+        # On Unix, create a new process group so we can kill the whole tree.
+        if sys.platform != "win32":
+            popen_kwargs["start_new_session"] = True
+
+        proc = subprocess.Popen(command, **popen_kwargs)
+        try:
+            stdout, stderr = proc.communicate(input=stdin_input, timeout=BASH_TIMEOUT)
+        except subprocess.TimeoutExpired:
+            _kill_process_tree(proc)
+            return f"Error: command timed out after {BASH_TIMEOUT}s"
+
         output = ""
-        if result.stdout:
-            output += result.stdout
-        if result.stderr:
-            output += ("\n" if output else "") + result.stderr
-        if result.returncode != 0:
-            output += f"\n[exit code: {result.returncode}]"
+        if stdout:
+            output += stdout
+        if stderr:
+            output += ("\n" if output else "") + stderr
+        # Strip ANSI escape sequences and spinner artifacts
+        output = _ANSI_RE.sub("", output)
+        if proc.returncode != 0:
+            output += f"\n[exit code: {proc.returncode}]"
         if not output:
             output = "[no output]"
         if len(output) > MAX_OUTPUT_CHARS:
@@ -348,8 +433,6 @@ def _tool_bash(args: dict[str, Any]) -> str:
                 + f"\n... [truncated at {MAX_OUTPUT_CHARS} chars]"
             )
         return output
-    except subprocess.TimeoutExpired:
-        return f"Error: command timed out after {BASH_TIMEOUT}s"
     except Exception as e:
         return f"Error: {e}"
 
diff --git a/src/uipath/dev/skills/uipath/SKILL.md b/src/uipath/dev/skills/uipath/SKILL.md
index a051e9e..9be3a68 100644
--- a/src/uipath/dev/skills/uipath/SKILL.md
+++ b/src/uipath/dev/skills/uipath/SKILL.md
@@ -1,19 +1,24 @@
 ---
-description: UiPath Coded Agents assistant - Create, run, and evaluate coded agents
+description: UiPath Coded Agents & Functions assistant - Create, run, and evaluate coded agents and functions
 allowed-tools: Bash, Read, Write, Glob, Grep
 ---
 
-# UiPath Coded Agents Assistant
+# UiPath Coded Agents & Functions Assistant
 
-Welcome to the UiPath Coded Agents Assistant! This comprehensive guide helps you create, run, and evaluate UiPath coded agents using the UiPath Python SDK.
+Welcome to the UiPath Coded Agents & Functions Assistant! This comprehensive guide helps you create, run, and evaluate UiPath coded agents and coded functions using the UiPath Python SDK.
 
 ## Overview
 
-The UiPath Coded Agents enables you to build intelligent automation agents with:
-- **Type-safe agent definitions** using Pydantic models
+The UiPath Python SDK enables you to build two types of coded automations:
+- **Coded Agents** — AI-powered automation agents with LLM-driven decision-making
+- **Coded Functions** — Simpler, deterministic automation units for predictable tasks
+
+Both share:
+- **Type-safe definitions** using Pydantic models
 - **Automatic tracing** for monitoring and debugging
 - **Comprehensive testing** through evaluations
 - **Cloud integration** with UiPath Orchestrator
+- **Pack & publish** workflow for deployment
 
 ## Documentation
 
@@ -32,10 +37,24 @@ Begin your agent development journey with these foundational topics:
 Develop new agents with monitoring and observability built-in:
 
 - **[Creating Agents](references/creating-agents.md)** - Build new agents
-  - Project setup with pyproject.toml
+  - Project setup with pyproject.toml and uipath.json
   - Schema definition with Pydantic models
   - Agent implementation
   - Entry point generation
+  - Pack & publish
+
+### Building Functions
+
+Develop deterministic coded functions:
+
+- **[Creating Functions](references/creating-functions.md)** - Build coded functions
+  - Project setup with pyproject.toml and uipath.json
+  - Schema definition with Pydantic models
+  - Function implementation
+  - Entry point generation
+  - Pack & publish
+
+### Observability
 
 - **[Tracing](references/tracing.md)** - Add monitoring and debugging
   - Basic tracing with `@traced()` decorator
@@ -45,16 +64,23 @@ Develop new agents with monitoring and observability built-in:
   - Common use cases
   - Viewing traces in Orchestrator
 
-### Running Agents
+### Running Agents & Functions
 
-Execute and test your agents:
+Execute and test your agents and functions:
 
-- **[Running Agents](references/running-agents.md)** - Execute your agents
-  - Agent discovery and selection
+- **[Running Agents](references/running-agents.md)** - Execute your agents and functions
+  - Agent/function discovery and selection
   - Interactive input collection
   - Execution and result display
   - Error handling
 
+### Deploying
+
+Package and publish your agents and functions to UiPath Orchestrator:
+- `uv run uipath pack` — Create a deployable package (.nupkg)
+- `uv run uipath publish -w` — Publish to personal workspace
+- `uv run uipath publish -t` — Publish to a specific tenant folder
+
 ### Testing & Evaluation
 
 Ensure your agents work correctly with evaluations:
@@ -117,21 +143,31 @@ See [Best Practices - Orchestration Pattern](references/evaluations/best-practic
 Mix JsonSimilarity and ExactMatch for API response validation.
 See [Best Practices - API Integration Pattern](references/evaluations/best-practices.md#pattern-4-api-integration-agents)
 
-## Coded Agents Features
+## Features
 
-- **Type Safety**: Pydantic models ensure type-safe agent definitions
-- **Automatic Tracing**: Monitor agent execution with `@traced()` decorator
+- **Type Safety**: Pydantic models ensure type-safe definitions for agents and functions
+- **Automatic Tracing**: Monitor execution with `@traced()` decorator
 - **Schema-Driven**: JSON schemas automatically generated from Pydantic models
 - **Cloud Integration**: Seamless integration with UiPath Cloud Platform
 - **Evaluation Framework**: Comprehensive testing with multiple evaluator types
+- **Pack & Publish**: Deploy agents and functions to Orchestrator
 - **Privacy**: Data redaction and sensitive field hiding
 
 ## Key Concepts
 
 ### Agents
-Agents are reusable automation components that:
+Agents are AI-powered automation components that:
 - Have well-defined input and output schemas
-- Execute in the UiPath cloud or on-premise
+- Use LLMs for decision-making and orchestration
+- Are configured via `uipath.json` (`"agents"` key) or framework config files (e.g., `langgraph.json`)
+- Are monitored and traced automatically
+- Can be tested with evaluations
+
+### Functions
+Functions are deterministic automation units that:
+- Have well-defined input and output schemas
+- Execute predictable, rule-based logic without LLMs
+- Are configured via `uipath.json` (`"functions"` key)
 - Are monitored and traced automatically
 - Can be tested with evaluations
 
@@ -164,7 +200,11 @@ Evaluations are test suites that:
    - Learn about [Tracing](references/tracing.md) to add monitoring
    - Then run your first agent using [Running Agents](references/running-agents.md)
 
-3. **Testing your agents?**
+3. **Building your first function?**
+   - Start with [Creating Functions](references/creating-functions.md)
+   - Then run it using [Running Agents](references/running-agents.md) (same workflow)
+
+4. **Testing your agents?**
    - Start with [Creating Evaluations](references/evaluations/creating-evaluations.md)
    - Review [Best Practices](references/evaluations/best-practices.md) for your agent type
    - Run evaluations with [Running Evaluations](references/evaluations/running-evaluations.md)
diff --git a/src/uipath/dev/skills/uipath/references/creating-agents.md b/src/uipath/dev/skills/uipath/references/creating-agents.md
index a045c2b..5152c1b 100644
--- a/src/uipath/dev/skills/uipath/references/creating-agents.md
+++ b/src/uipath/dev/skills/uipath/references/creating-agents.md
@@ -15,12 +15,35 @@ When creating a new agent:
 
 3. **Verify SDK**: Verify the UiPath SDK is available using `uv run uipath --version`.
 
-4. **Authentication** (if needed): If any command requires authentication, run:
-   ```bash
-   uv run uipath auth --alpha
-   ```
+All subsequent commands will be executed using `uv run` to ensure they run within the project's virtual environment. Authentication is already handled by the app — do not ask the user to authenticate.
 
-All subsequent commands will be executed using `uv run` to ensure they run within the project's virtual environment.
+## Project Configuration
+
+### `uipath.json`
+
+Create a `uipath.json` file in the project root to register your agent entry points:
+
+```json
+{
+  "agents": {
+    "main": "main.py:main"
+  }
+}
+```
+
+The `"agents"` key maps agent names to their entry points in `file:function` format. For agent frameworks (e.g., LangGraph), use the framework's own config file (e.g., `langgraph.json`) instead.
+
+### `bindings.json`
+
+Create a `bindings.json` file in the project root to declare connections to UiPath resources (queues, buckets, etc.):
+
+```json
+{
+  "bindings": []
+}
+```
+
+Add entries as needed when your agent interacts with UiPath platform resources.
 
 ## Workflow
 
@@ -71,6 +94,21 @@ Run `uv run uipath init`. Doing so will generate:
 - Documentation files (AGENTS.md, etc.)
 - Agent structure and metadata
 
+### Step 5: Pack & Publish
+
+Package and deploy your agent to UiPath Orchestrator:
+
+```bash
+# Create a deployable package (.nupkg)
+uv run uipath pack
+
+# Publish to personal workspace
+uv run uipath publish -w
+
+# OR publish to a specific tenant folder
+uv run uipath publish -t
+```
+
 ## Generated Template Details
 
 The created agent will include:
@@ -85,7 +123,7 @@ The created agent will include:
 - Input/output fields are strongly typed with Pydantic
 - The agent works globally and can call any UiPath SDK services
 - Generated `entry-points.json` enables integration with UiPath Cloud
-- If you require authentication at any point, use `uv run uipath auth` to authenticate with UiPath. See the [Authentication guide](../authentication.md) for details.
+- Authentication is already handled by the app — do not ask the user to authenticate.
 
 ## Next Steps
 
diff --git a/src/uipath/dev/skills/uipath/references/creating-functions.md b/src/uipath/dev/skills/uipath/references/creating-functions.md
new file mode 100644
index 0000000..739ca05
--- /dev/null
+++ b/src/uipath/dev/skills/uipath/references/creating-functions.md
@@ -0,0 +1,154 @@
+# Create Functions
+
+Guide to creating UiPath coded functions — deterministic automation units for predictable, rule-based tasks.
+
+## Initial Setup
+
+When creating a new function:
+
+1. **Setup pyproject.toml**:
+   - Use the official `pyproject.toml` template present in skill assets if `pyproject.toml` doesn't exist in the function directory
+   - Replace `{AGENT_NAME}` with the actual function name
+   - Replace `{AGENT_DESCRIPTION}` with the function description you provide
+
+2. **Install dependencies**: Run `uv sync` to install dependencies and create the virtual environment.
+
+3. **Verify SDK**: Verify the UiPath SDK is available using `uv run uipath --version`.
+
+All subsequent commands will be executed using `uv run` to ensure they run within the project's virtual environment. Authentication is already handled by the app — do not ask the user to authenticate.
+
+## Project Configuration
+
+### `uipath.json`
+
+Create a `uipath.json` file in the project root to register your function entry points:
+
+```json
+{
+  "functions": {
+    "main": "main.py:main"
+  }
+}
+```
+
+The `"functions"` key maps function names to their entry points in `file:function` format.
+
+### `bindings.json`
+
+Create a `bindings.json` file in the project root to declare connections to UiPath resources (queues, buckets, etc.):
+
+```json
+{
+  "bindings": []
+}
+```
+
+Add entries as needed when your function interacts with UiPath platform resources.
+
+## Workflow
+
+### Step 1: Define Function Schema
+
+Specify:
+- **Function Description**: What does this function do?
+- **Input Fields**: Name, type, description for each input parameter
+- **Output Fields**: Name, type, description for each output
+
+The schemas should be written as pydantic types.
+
+### Step 2: Generate Template
+
+The created function follows this structure:
+
+```python
+from pydantic import BaseModel, Field
+from uipath.tracing import traced
+
+class Input(BaseModel):
+    # Generated fields based on your inputs
+    pass
+
+class Output(BaseModel):
+    # Generated fields based on your outputs
+    pass
+
+@traced()
+async def main(input: Input) -> Output:
+    """Your function's business logic implementation."""
+    # Implementation goes here
+    pass
+```
+
+### Step 3: Implement Business Logic
+
+Implement the main function with your deterministic logic. Use helper functions with tracing for sub-operations:
+
+```python
+from pydantic import BaseModel, Field
+from uipath.tracing import traced
+
+class Input(BaseModel):
+    document_path: str = Field(description="Path to the document to process")
+
+class Output(BaseModel):
+    extracted_data: dict = Field(description="Extracted document data")
+
+@traced(name="extract_fields", span_type="tool")
+async def extract_fields(text: str) -> dict:
+    """Helper function for field extraction."""
+    # Deterministic extraction logic
+    return {"field": "value"}
+
+@traced()
+async def main(input: Input) -> Output:
+    """Process a document and extract structured data."""
+    # Read document, extract fields, return results
+    data = await extract_fields("document text")
+    return Output(extracted_data=data)
+```
+
+### Step 4: Generate Entry Points
+
+Run `uv run uipath init`. Doing so will generate:
+- `entry-points.json` with JSON schemas
+- Function structure and metadata
+
+### Step 5: Local Testing
+
+Run your function locally:
+
+```bash
+uv run uipath run main '{"document_path": "/path/to/doc"}'
+```
+
+See the [Running Agents](running-agents.md) guide for full details — the same `uv run uipath run` workflow applies to both agents and functions.
+
+### Step 6: Pack & Publish
+
+Package and deploy your function to UiPath Orchestrator:
+
+```bash
+# Create a deployable package (.nupkg)
+uv run uipath pack
+
+# Publish to personal workspace
+uv run uipath publish -w
+
+# OR publish to a specific tenant folder
+uv run uipath publish -t
+```
+
+## Important Notes
+
+- All functions are automatically traced for monitoring and debugging
+- Input/output fields are strongly typed with Pydantic
+- Generated `entry-points.json` enables integration with UiPath Cloud
+- Functions use the `"functions"` key in `uipath.json` (not `"agents"`)
+- Authentication is already handled by the app — do not ask the user to authenticate.
+
+## Next Steps
+
+Once your function is created, you can:
+- **Run it**: Use the [Running Agents](running-agents.md) guide to execute with interactive inputs
+- **Create Evaluations**: Use the [Creating Evaluations](evaluations/creating-evaluations.md) guide to build evaluation test cases
+- **Run Evaluations**: Use the [Running Evaluations](evaluations/running-evaluations.md) guide to validate your function
diff --git a/src/uipath/dev/skills/uipath/references/evaluations.md b/src/uipath/dev/skills/uipath/references/evaluations.md
index 05fe8fb..d6c4f79 100644
--- a/src/uipath/dev/skills/uipath/references/evaluations.md
+++ b/src/uipath/dev/skills/uipath/references/evaluations.md
@@ -57,15 +57,17 @@ Evaluations assess agent performance by comparing actual outputs against expecte
 
 ## Generated File Structure
 
+**Both evaluator files and eval set files are required.** Eval sets reference evaluators by ID — if the evaluator files are missing, evaluations will fail at runtime.
+
 ```
 evaluations/
-├── eval-sets/
+├── eval-sets/                          # Test cases (reference evaluators by ID)
 │   ├── <eval-name>.json
 │   └── <another-eval>.json
-└── evaluators/
-    ├── exact-match.json
-    ├── json-similarity.json
-    └── llm-judge-semantic-similarity.json
+└── evaluators/                         # Evaluator definitions (must exist first)
+    ├── exact-match.json                # id: "ExactMatchEvaluator"
+    ├── json-similarity.json            # id: "JsonSimilarityEvaluator"
+    └── llm-judge-output.json           # id: "LLMJudgeOutputEvaluator"
 ```
 
 ## Common Patterns at a Glance
@@ -195,7 +197,92 @@ Before creating evaluations, ensure your project has:
 
 If missing, create an agent first. See the [Creating Agents](../../creating-agents.md) guide for setup instructions.
 
-### Phase 2: Define Evaluation Details
+### Phase 2: Create Evaluator Files
+
+**You must create evaluator JSON files before creating eval sets.** Eval sets reference evaluators by ID, and running evaluations will fail if the referenced evaluator files don't exist.
+
+Evaluator files go in `evaluations/evaluators/` and define how agent outputs are scored.
+
+**Example: `evaluations/evaluators/exact-match.json`**
+```json
+{
+  "version": "1.0",
+  "id": "ExactMatchEvaluator",
+  "description": "Exact string matching validator",
+  "evaluatorTypeId": "uipath-exact-match",
+  "evaluatorConfig": {
+    "name": "ExactMatchEvaluator",
+    "targetOutputKey": "*",
+    "case_sensitive": false,
+    "negated": false
+  }
+}
+```
+
+**Example: `evaluations/evaluators/json-similarity.json`**
+```json
+{
+  "version": "1.0",
+  "id": "JsonSimilarityEvaluator",
+  "description": "JSON structure similarity comparison",
+  "evaluatorTypeId": "uipath-json-similarity",
+  "evaluatorConfig": {
+    "name": "JsonSimilarityEvaluator",
+    "targetOutputKey": "*"
+  }
+}
+```
+
+**Example: `evaluations/evaluators/llm-judge-output.json`**
+```json
+{
+  "version": "1.0",
+  "id": "LLMJudgeOutputEvaluator",
+  "description": "LLM-powered semantic output evaluation",
+  "evaluatorTypeId": "uipath-llm-judge-output",
+  "evaluatorConfig": {
+    "name": "LLMJudgeOutputEvaluator",
+    "model": "gpt-4o-2024-11-20",
+    "temperature": 0.0,
+    "targetOutputKey": "*"
+  }
+}
+```
+
+**Example: `evaluations/evaluators/trajectory.json`**
+```json
+{
+  "version": "1.0",
+  "id": "TrajectoryEvaluator",
+  "description": "LLM-powered trajectory evaluation",
+  "evaluatorTypeId": "uipath-llm-judge-trajectory",
+  "evaluatorConfig": {
+    "name": "TrajectoryEvaluator",
+    "model": "gpt-4o-2024-11-20",
+    "temperature": 0.0
+  }
+}
+```
+
+**Example: `evaluations/evaluators/contains.json`**
+```json
+{
+  "version": "1.0",
+  "id": "ContainsEvaluator",
+  "description": "Substring matching validator",
+  "evaluatorTypeId": "uipath-contains",
+  "evaluatorConfig": {
+    "name": "ContainsEvaluator",
+    "targetOutputKey": "*",
+    "case_sensitive": false,
+    "negated": false
+  }
+}
+```
+
+The `id` field in each evaluator file is what you reference in `evaluatorRefs` in your eval sets. See the [Evaluators Guide](evaluators.md) for all evaluator types and configuration options.
+
+### Phase 3: Define Evaluation Details
 
 You'll be asked for:
 
@@ -204,7 +291,7 @@ You'll be asked for:
 - **Target Agent** - Which agent to test
 - **Number of Test Cases** - How many tests to create
 
-### Phase 3: Collect Test Cases
+### Phase 4: Collect Test Cases
 
 For each test case, you'll guide through:
 
@@ -361,10 +448,10 @@ evaluations/
 └── evaluators/
     ├── exact-match.json
     ├── json-similarity.json
-    └── llm-judge-semantic-similarity.json
+    └── llm-judge-output.json
 ```
 
-Evaluators are reusable across multiple evaluation sets. Reference them by their ID in your eval sets.
+**Important:** Evaluator files must be created before (or alongside) eval sets. Every evaluator ID referenced in an eval set's `evaluatorRefs` must have a corresponding JSON file in `evaluations/evaluators/`. Evaluators are reusable across multiple evaluation sets.
 
 ## Schema Validation
 
@@ -433,10 +520,10 @@ Mock LLM interactions for testing without API calls:
 
 After creating evaluation sets, you can:
 
-1. **Run Evaluations** - Execute tests to see how your agent performs
-2. **Create More Sets** - Add additional test scenarios
-3. **View Details** - Examine specific test results
-4. **Export Results** - Save results for analysis
+1. **Verify evaluator files exist** - Ensure every ID in `evaluatorRefs` has a corresponding file in `evaluations/evaluators/`
+2. **Run Evaluations** - Execute tests to see how your agent performs
+3. **Create More Sets** - Add additional test scenarios
+4. **View Details** - Examine specific test results
 
 See [Running Evaluations](running-evaluations.md) for execution details.
 
@@ -534,13 +621,17 @@ Example: `"Tests basic calculator operations with standard inputs"`
 
 Array of evaluator IDs that this eval set uses.
 
-These must match the `id` field of evaluators in `evaluations/evaluators/`.
+**Important:** These must match the `id` field of evaluator JSON files in `evaluations/evaluators/`. The evaluator files must exist before running the evaluation — if a referenced evaluator is missing, the eval run will fail with a `Could not find the following evaluators` error.
 
 Example:
 ```json
 "evaluatorRefs": ["ExactMatchEvaluator", "JsonSimilarityEvaluator"]
 ```
 
+This requires two evaluator files to exist:
+- `evaluations/evaluators/exact-match.json` (with `"id": "ExactMatchEvaluator"`)
+- `evaluations/evaluators/json-similarity.json` (with `"id": "JsonSimilarityEvaluator"`)
+
 ### evaluations
 
 Array of test cases. See "Test Case Structure" below.
diff --git a/src/uipath/dev/skills/uipath/references/running-agents.md b/src/uipath/dev/skills/uipath/references/running-agents.md
index 9d0b801..1c51d7b 100644
--- a/src/uipath/dev/skills/uipath/references/running-agents.md
+++ b/src/uipath/dev/skills/uipath/references/running-agents.md
@@ -1,6 +1,8 @@
-# Run Agents
+# Run Agents & Functions
 
-Execute your UiPath agent with interactive, schema-driven input collection.
+Execute your UiPath agent or function with interactive, schema-driven input collection.
+
+> **Note:** The `uv run uipath run` workflow is identical for both agents and functions. Everything below applies to both.
 
 ## Project Verification
 
diff --git a/uv.lock b/uv.lock
index 6759a1b..a38574d 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2266,7 +2266,7 @@ wheels = [
 
 [[package]]
 name = "uipath-dev"
-version = "0.0.61"
+version = "0.0.62"
 source = { editable = "." }
 dependencies = [
     { name = "fastapi" },