---

name: create-agent description: "MUST be used whenever scaffolding a new Atlas agent project. Creates agent.yaml, README.md, and a starter eval/cases.yaml with the correct structure, tool definitions, and instructions. Do NOT manually write agent.yaml from scratch — this skill handles the full scaffold. Triggers: create agent, new agent, scaffold agent, agent project, agent template, cognite agents create." allowed-tools: Read, Write, Bash, Glob, Grep metadata: argument-hint: "[agent-name — kebab-case, e.g. my-maintenance-agent]"

Create Agent

Scaffold a new Atlas agent project named $ARGUMENTS using npx @cognite/cli@latest agents create.

What gets created

<agent-name>/
  agent.yaml         # Agent definition — externalId, model, instructions, tools
  README.md          # Quick-start docs and tool reference
  eval/
    cases.yaml       # Starter eval cases (single-turn, multi-turn, correctness + faithfulness scorers)

---

Step 1 — Gather optional fields

The agent name is $ARGUMENTS. Ask the user for the following (skip any they already provided):

Field	CLI flag	Default
Display name	--display-name	same as agent name
Description	--description	—
Model	--model	azure/gpt-5.4-mini
Instructions (system prompt)	--instructions	see default below
Tools	(edit after creation)	none

Default instructions when the user doesn't specify:

Help users explore and understand the data in this project.
Use the available tools to retrieve data before answering.
When the data is insufficient, say so rather than guessing.

---

Step 2 — Run npx @cognite/cli@latest agents create

Run the command, including only flags where the user provided a value or a non-empty default applies:

npx @cognite/cli@latest agents create <agent-name> \
  --display-name "<display-name>" \
  --description "<description>" \
  --model <model> \
  --instructions "<instructions>" \
  --no-prompt

• Omit --display-name if the user wants the default (same as agent name).
• Omit --description if none was given.
• Always pass --instructions (use the default if the user didn't specify).
• Always pass --no-prompt to skip the CLI's interactive prompts.
• For multi-line instructions, pass them as-is in quotes; if the shell quoting is awkward, skip --instructions and edit agent.yaml manually after creation.

---

Step 3 — Add tools (if any)

If the user wants tools, edit <agent-name>/agent.yaml to add a tools array. Do NOT add tools: [] — omit the key entirely when there are no tools.

Available tool types

Type	Purpose
analyzeData	Analyze tabular or structured data
analyzeImage	Analyze images and P&ID diagrams
analyzeTimeSeries	Analyze time series data
askDocument	Ask questions about documents
callFunction	Call a Cognite Function
callRestApi	Call an external REST API
callWebhook	POST a payload to an external webhook
examineDataSemantically	Semantic data examination
query	Structured queries against CDF data models
queryKnowledgeGraph	Query CDF data models with natural language
queryTimeSeriesDatapoints	Fetch raw or aggregated time series data
runPythonCode	Execute custom Python code
summarizeDocument	Summarize documents
timeSeriesAnalysis	Advanced time series analysis and anomaly detection

Example — knowledge graph tool

tools:
  - name: find_assets
    type: queryKnowledgeGraph
    description: Find assets and related instances in the knowledge graph.
    configuration:
      version: v2
      dataModels:
        - space: cdf_cdm
          externalId: CogniteCore
          version: v1
          viewExternalIds:
            - CogniteAsset
      instanceSpaces:
        type: all

---

Step 4 — Verify and summarize

1. Confirm agent.yaml, README.md, and eval/cases.yaml were all created
2. Tell the user the next steps:
   • Edit <agent-name>/agent.yaml — add tools and refine instructions
   • npx @cognite/cli@latest agents push <externalId> — push to CDF for testing
   • npx @cognite/cli@latest agents open — open in Fusion
   • Edit <agent-name>/eval/cases.yaml and run npx @cognite/cli@latest agents eval <externalId> — the scaffolded cases are placeholders (a correctness case, a faithfulness case, and a multi-turn case); update the inputs, references, and context to match what the agent actually does

---

Guard rails

• Do NOT add tools: [] — omit the key entirely when there are no tools
• Do NOT invent tool types not listed above
• Agent name must be kebab-case: lowercase letters, digits, and hyphens only
• If a directory with the agent name already exists, warn the user and stop