Coding Agents

Use this when you want an agent to run GTM work without opening the Deepline UI.

Pick the integration path

Agent environment	Best path	Notes
Claude Code	Deepline skill + CLI	Best covered today. See Claude Code.
Codex	Deepline skill + CLI	Install the hosted skills, then run commands from the agent terminal.
Cursor	Deepline skill + CLI	Install hosted skills, or point Cursor at the skill markdown files.
Gemini CLI	Deepline skill + CLI	Supported by the hosted skill installer.
Antigravity	Deepline skill + CLI	Supported by the hosted skill installer.
Hermes Agent / Hermes IDE	CLI	Use the Deepline CLI from the shell. Deepline does not publish a hosted Hermes skill target yet.
OpenClaw	CLI or MCP	Run the Deepline CLI from its shell tools or register Deepline through its MCP client registry.
Any other shell-capable agent	CLI	Install, authenticate, then give the agent the exact command to run.

The rule is simple: if the agent can run shell commands, it can run Deepline. Use skills where the agent supports them. Use the plain CLI everywhere else.

Ask the agent to install Deepline

Give the agent this instruction:

Set up Deepline in this environment by following https://code.deepline.com/SKILL.md. Read and follow the skill exactly.

The guide makes the agent check its environment, install deepline@latest, run deepline setup --json, handle the persistent project-local fallback in a restricted sandbox, complete browser authorization, and verify CLI, skills, auth, and workspace state. For a direct terminal install:

npm install -g deepline@latest && npm exec --yes --package=deepline@latest -- deepline setup --json

deepline setup installs the hosted skill bundle for the detected agent and keeps it current. The hosted installer supports Codex, Claude Code, Cursor, Gemini CLI, and Antigravity. For an unknown agent it installs the bundle for all supported targets. Hermes remains CLI-only. OpenClaw uses the CLI or MCP and does not have a hosted Deepline skill target.

Give the agent a concrete job

Good agent instructions name the file, output file, run name, row range, and tool payload.

deepline enrich --input leads.csv --output enriched.csv --name "email-pilot" --rows 0:4 \
  --with '{"alias":"email","tool":"name_and_domain_to_email_waterfall","payload":{"first_name":"{{first_name}}","last_name":"{{last_name}}","domain":"{{domain}}"}}'

If the pilot looks right, run the same command without the row range:

deepline enrich --input leads.csv --output enriched.csv --name "email-full" \
  --with '{"alias":"email","tool":"name_and_domain_to_email_waterfall","payload":{"first_name":"{{first_name}}","last_name":"{{last_name}}","domain":"{{domain}}"}}'

Do not ask the agent to guess flags. The canonical command shape is:

deepline enrich --input <file.csv> --output <file.csv> --name <run-name> --with <json> [--rows start:end]

Use the GTM agent repo

For repo-backed agent workflows, start from the Deepline GTM agent project:

deepline-gtm-agent

Reference repo for improving Deepline GTM agent workflows across coding agents.

Use that repo when you want versioned prompts, reusable workflows, or a shared agent setup that works across Codex, Claude Code, and other shell-capable coding agents.

Troubleshooting

The agent says deepline is not found

Ask the agent to follow https://code.deepline.com/SKILL.md in that environment. It will use a persistent project-local install when sandbox policy blocks a global installation.

Setup or authentication failed

Read the failed phase and exact retry command from deepline setup --json. If setup reports a diagnostic command, run it. Otherwise use deepline doctor --json to inspect CLI, skills, auth, workspace, and API state.

The agent invented a Deepline command

Stop and check the internal content canonicals before running it. For enrichment, use the command shape on this page.

Getting started

Tutorials

How-to guides

Explanations

Real-world examples

Reference

Pick the integration path

Ask the agent to install Deepline

Give the agent a concrete job

Use the GTM agent repo

deepline-gtm-agent

Troubleshooting

​Pick the integration path

​Ask the agent to install Deepline

​Give the agent a concrete job

​Use the GTM agent repo

deepline-gtm-agent

​Troubleshooting

Pick the integration path

Ask the agent to install Deepline

Give the agent a concrete job

Use the GTM agent repo

Troubleshooting