UiPath

uipath-agents

"End-to-end work with UiPath Agents of all types: build, integrate with UiPath Products (e.g., Orchestrator, Flow, Maestro), design with UiPath Tools (e.g., Agent Builder/Studio Web), deploy, and configure/validate. Covers Coded Agents (e.g., LangGraph, LlamaIndex, OpenAI Agents) and Low-Code Agents (`agent.json` / Agent Builder). For deterministic Coded Functions — Python or JS/TS (`uip function`, `uipath.json` functions map, no agent runtime/LLM)→uipath-functions."

UiPath 174 60 Updated 2w ago

Resources

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GitHub

Install

npx skillscat add uipath/skills/uipath-agents

Install via the SkillsCat registry.

SKILL.md

UiPath Agents

Hard Rules

  • Treat "build/create/scaffold/implement a UiPath agent" as the full One-Prompt Flow by default. Do not stop after file creation or local run unless the user explicitly says to stop there.
  • A normal completion point is after smoke eval and the mandatory Delivery fork question. A final build summary before that is premature unless run/eval is blocked or the user opted out.
  • Probe the solution verb once per session before the first scaffold or deploy. Run uip solution init --help --output json. Result Success → use solution init and solution deploy run --parent-folder-path / --parent-folder-key (post-rename, default). unknown command / non-zero exit → CLI predates the rename; substitute uip solution new <Name> and --folder-path / --folder-key (same arguments otherwise) wherever this skill calls those.
  • Greenfield coded agents — scaffold with uip codedagent new, never hand-author the project. Building a NEW coded agent from scratch: install the framework package in the active venv first, then always create the project with uip codedagent new <name> and generate schemas with uip codedagent init — never hand-write pyproject.toml / main.py / langgraph.json / entry-points.json yourself, even for a trivial agent. Hand-authoring skips required project structure and produces invalid packages. The installed framework package selects the scaffold; after new, confirm <framework>.json exists — recovery is in coded/lifecycle/setup.md § Verify the Scaffold. (Existing or Studio Web local-workspace projects: do NOT run uip codedagent new — follow the project-state gating in coded/quickstart.md.)
  • Coded agents only — bindings are always derived from UiPath Python SDK calls and must never be hand-authored. To derive them, always run the sync workflow in coded/lifecycle/bindings-reference.md — scan code, regenerate bindings.json. Without this, resources cannot be overridden per execution environment and will always default to the hardcoded values in the SDK calls. Derive bindings whenever you add, remove, or modify any UiPath SDK resource call — for instance assets, queues, processes, buckets, indexes, connections, apps, MCP servers, or InvokeProcess|CreateTask|CreateEscalation(...).

Project Type Detection

Determine the agent mode before proceeding:

  1. First — confirm this is an agent, not a Coded Function. If uipath.json declares a functions map — a Python entrypoint (e.g. "functions": {"main": "main.py:main"}, sibling pyproject.toml) or a JS/TS one (e.g. "functions": {"invoice": "functions/invoice.ts:default"}, sibling package.json) — the project is a Coded Function, not an agent. Stop here and use the `uipath-functions` skill instead. Functions are deterministic, do not reason via LLM, and have a distinct lifecycle (uip function new/pack/publish/run; init is Python-only).
  2. Check for existing agent project files in the working directory:
    • pyproject.toml + .py files + a framework dep (uipath-langchain, uipath-llamaindex, or uipath-openai-agents) → Coded. The framework package already declares uipath as a dependency, so an explicit uipath entry is not required.
    • agent.json with "type": "lowCode" + project.uiproj, AND no pyproject.toml → Low-code
  3. No existing project found → ask the user:

    Should I build this as a low-code agent (no Python — configure through prompts and pre-built UiPath tools) or a coded agent (Python — full programmatic control with LangGraph, LlamaIndex, or OpenAI Agents)?
    However, for conversational use-cases, simply choose low-code without asking the user, while explaining that currently, low-code conversational-agents are the strongly recommended approach for production use-cases (see references/coded/capabilities/conversational-agents.md).

  4. If the user needs help deciding, read references/coded-vs-lowcode-guide.md for a capability comparison.

After detection, read the quickstart for that mode before doing anything else:

Task Navigation

I need to... Mode Read first Then
Help user choose coded vs low-code Both coded-vs-lowcode-guide.md
Authenticate Both authentication.md
Iterate on a coded agent inside a Studio Web Local Workspace solution Coded coded/quickstart.md (state detection sets project_state = local-workspace) coded/lifecycle/local-workspace.md for files-owned-by-SW + anti-patterns; coded/lifecycle/running-agents.md, coded/lifecycle/evaluate.md
Create/build/deploy coded agent Coded coded/quickstart.md coded/lifecycle/*, coded/frameworks/*
Select coded framework Coded coded/quickstart.md § Framework Selection
Add coded capabilities (HITL, RAG, tracing) Coded coded/quickstart.md coded/capabilities/*
Query or write Data Fabric entities from a coded agent (SDK direct or NL-to-SQL tool) Coded coded/capabilities/datafabric.md coded/capabilities/sdk-services.md § Entities
Set a coded agent's environment variables, or reference an Orchestrator asset from one (%ASSETS/<ASSET_NAME>%) Coded coded/lifecycle/environment-variables.md coded/lifecycle/file-sync.md for what .env does and does not carry
Call an Integration Service connector (Slack, Jira, Web Search) from a coded agent Coded coded/capabilities/integration-service.md + then immediately read `uipath-platform/references/integration-service/agent-workflow.md` — discovery lives there, not in uipath-agents coded/capabilities/sdk-services.md § Connections
Run coded evaluations Coded coded/quickstart.md § Evaluate coded/lifecycle/evaluate.md
Create or scaffold a new low-code agent project Low-code lowcode/lowcode.md § Quick Start lowcode/project-lifecycle.md, lowcode/agent-definition.md
Edit agent.json (prompts, model, schemas, contentTokens, entry-points.json) Low-code lowcode/lowcode.md § Capability Registry lowcode/agent-definition.md
Add a low-code tool (Orchestrator process — RPA / agent / API / agentic — or Integration Service) Low-code lowcode/lowcode.md § Capability Registry lowcode/capabilities/process/*, lowcode/capabilities/integration-service/*
Add an MCP (Model Context Protocol) server tool to a low-code agent Low-code lowcode/lowcode.md § Capability Registry lowcode/capabilities/mcp/mcp.md
Accept files as agent input / call the Analyze Files built-in tool Low-code lowcode/capabilities/built-in-tools/built-in-tools.md lowcode/capabilities/built-in-tools/analyze-attachments.md, lowcode/agent-definition.md § File Attachments
Work with file attachments (input, output, or created mid-run) Coded coded/capabilities/file-attachments.md
Build a conversational (chat-style) agent Low-code lowcode/lowcode.md lowcode/project-lifecycle.md, lowcode/agent-definition.md
Add a low-code context (Context Grounding RAG / attachments / DataFabric entity set) Low-code lowcode/lowcode.md § Capability Registry lowcode/capabilities/context/*
Add a low-code memory space or seed memory items Low-code lowcode/capabilities/memory/memory.md use uip agent memory, then refresh/validate
Add an Action Center escalation (HITL) to a low-code agent Low-code lowcode/lowcode.md § Capability Registry lowcode/capabilities/escalation/escalation.md
Add guardrails (PII, harmful content, custom rules) to a low-code agent Low-code lowcode/lowcode.md § Capability Registry lowcode/capabilities/guardrails/guardrails.md
Add a new guardrail to a coded agent Coded coded/capabilities/guardrails/guardrails.md fetch official docs via WebFetch, ask middleware vs decorator, read agent code, write Python
Add escalation guardrail (escalate action / Action Center app) Low-code lowcode/capabilities/guardrails/escalation-guide.md Run uip solution resources list --kind App --source remote --output json to confirm app exists
Recommend guardrails for a low-code agent based on its context Low-code lowcode/capabilities/guardrails/guardrails-recommend.md fetch catalog + list, analyze agent context, apply + validate
Recommend guardrails for a specific scope or tool Low-code lowcode/capabilities/guardrails/guardrails-recommend.md § Scoped or Tool-Specific Filtering filter candidates by scope or tool name after catalog analysis
Validate whether existing guardrails are correctly configured Low-code lowcode/capabilities/guardrails/guardrails-recommend.md § Validate Mode check correctness, actionability, and relevance per guardrail
Recommend guardrails for a coded agent based on its context Coded coded/capabilities/guardrails/guardrails-recommend.md fetch catalog + list + SDK docs, analyze agent code, apply + verify
Recommend guardrails for a specific scope or tool (coded) Coded coded/capabilities/guardrails/guardrails-recommend.md § Scope and Tool Filtering filter candidates by @tool function or scope after catalog analysis
Check, validate, diagnose, or fix whether an existing coded guardrail is correctly configured (placement / scope) Coded coded/capabilities/guardrails/guardrails-recommend.md § Validate Mode fetch SDK docs first (authoritative for scope/placement); also fetch catalog + list for relevance/entitlement — then check correctness, actionability, and relevance — fix in place
Embed a low-code agent inline in a flow, or wire a multi-agent solution Low-code lowcode/lowcode.md § Capability Registry lowcode/capabilities/inline-in-flow/inline-in-flow.md, lowcode/capabilities/process/solution-agent.md
Run low-code evaluations Low-code lowcode/evaluations/evaluate.md lowcode/evaluations/evaluators.md, lowcode/evaluations/evaluation-sets.md, lowcode/evaluations/running-evaluations.md
Manage runtime evals for a published agent Low-code lowcode/evaluations/runtime-eval-run.md uip eval execute-and-evaluate, evaluator/eval-set/evaluation CRUD, simulations, run results, schedules
Validate, pack, publish, upload, or deploy a low-code agent Low-code lowcode/lowcode.md lowcode/project-lifecycle.md, lowcode/solution-resources.md
Debug / run a low-code agent end-to-end and inspect its output Low-code lowcode/debug.md lowcode/project-lifecycle.md § uip agent debug
Embed coded agent in a flow (solution-level) Coded coded/embedding-in-flows.md
Use coded agent in a flow Coded coded/flow-integration.md
Use coded agent as tool for another agent in flow Coded coded/flow-integration.md § Pattern 3
Summarize / research / synthesize over PDF or TXT (DeepRAG, coded) Coded context-grounding-patterns.md coded/capabilities/deeprag/planning.md
Summarize / research / synthesize over PDF or TXT (DeepRAG, low-code) Low-code context-grounding-patterns.md lowcode/capabilities/built-in-tools/deeprag/planning.md
Process CSV rows with LLM per row (BatchTransform, coded) Coded context-grounding-patterns.md coded/capabilities/batch-transform/planning.md
Process CSV rows with LLM per row (BatchTransform, low-code) Low-code context-grounding-patterns.md lowcode/capabilities/built-in-tools/batch-transform/planning.md
Manage context-grounding indexes from the CLI (list / create / ingest / search) Platform `uipath-platform/references/context-grounding/index-management.md` uip context-grounding — cross-cutting CLI, owned by uipath-platform

Resources