Headless CLI¶
gdc print executes an agent task with streaming replies and tools.
The basics¶
| Stream | Contents |
|---|---|
| stdout | Assistant reply |
| stderr | Progress, tool activity and optional reasoning |
Capture the reply with gdc print "<task>" > answer.txt.
Approvals in headless runs¶
Requests classified as ask are denied by default.
Use --auto-approve for an unattended run that should allow them:
Explicit denials remain in force. To save approvals for later runs:
gdc print --auto-approve --auto-approve-remember "<task>"
gdc permissions list
gdc permissions revoke --all
See Permissions.
Continuing a session¶
Without --resume, the id appends to the existing log without loading it
into the current conversation.
Choosing a profile and style¶
gdc print --profile plan "plan the caching layer"
gdc print --output-style concise "explain this build failure"
See Profiles and styles.
Useful controls¶
| Flag | Effect |
|---|---|
--max-iterations N |
Limit agent iterations; default 16 |
--timeout-secs N |
Model-request timeout; default 300 |
--max-tokens N |
Maximum reply tokens |
--temperature F |
Sampling temperature |
--reasoning LEVEL |
Reasoning effort; default medium |
--show-reasoning |
Stream reasoning to stderr |
--system TEXT |
Override system instructions |
--repair-empty-turn |
Re-prompt after an empty local-model turn |
See CLI reference for all flags.
A quick connectivity check¶
Checks the model without tools or a saved session.
Example: a CI step¶
#!/usr/bin/env bash
set -euo pipefail
export GDC_BASE_URL="http://localhost:8000/v1"
export GDC_MODEL="loaded-model"
gdc print --auto-approve --output-style concise \
"run the linter and fix warnings"
Inspect the saved run with gdc sessions show <id>.