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Merged
DeveshParagiri merged 3 commits into from
Feb 17, 2026
Merged

feat(chat): LLM-backed agent chat + simpler chat targeting #78

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a28f142
feat(chat): default targets, list command, and robust OpenAI structur…
RandomOscillations Feb 17, 2026
a2d9601
fix(chat): support legacy study.db without schema migration
RandomOscillations Feb 17, 2026
6b98206
style: format chat and provider tests for CI
RandomOscillations Feb 17, 2026
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31 changes: 23 additions & 8 deletions docs/commands.md
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Original file line number Diff line number Diff line change
Expand Up @@ -473,32 +473,47 @@ Interactive chat with simulated agents.
### Interactive REPL

```bash
extropy chat --run-id <id> --agent-id agent_042
extropy chat --study-db austin/study.db
```

| Flag | Type | Default | Description |
|------|------|---------|-------------|
| `--study-db` | path | `./study.db` | Study database path |
| `--run-id` | string | required | Simulation run ID |
| `--agent-id` | string | required | Agent ID |
| `--study-db` | path | required | Study database path |
| `--run-id` | string | latest | Simulation run ID |
| `--agent-id` | string | first agent in run | Agent ID |
| `--session-id` | string | auto | Chat session ID |

REPL commands: `/context`, `/timeline <n>`, `/history`, `/exit`

### extropy chat list

Show recent runs and sample agents so users can pick chat targets quickly.

```bash
extropy chat list --study-db austin/study.db
```

| Flag | Type | Default | Description |
|------|------|---------|-------------|
| `--study-db` | path | required | Study database path |
| `--limit-runs` | int | `10` | Number of recent runs to list |
| `--agents-per-run` | int | `5` | Number of sample agent IDs per run |
| `--json` | flag | false | Output JSON response |

### extropy chat ask

Non-interactive API for automation.

```bash
extropy chat ask --run-id <id> --agent-id agent_042 \
extropy chat ask --study-db austin/study.db \
--prompt "What changed your mind?" --json
```

| Flag | Type | Default | Description |
|------|------|---------|-------------|
| `--study-db` | path | `./study.db` | Study database path |
| `--run-id` | string | required | Simulation run ID |
| `--agent-id` | string | required | Agent ID |
| `--study-db` | path | required | Study database path |
| `--run-id` | string | latest | Simulation run ID |
| `--agent-id` | string | first agent in run | Agent ID |
| `--prompt` | string | required | Question to ask |
| `--session-id` | string | auto | Chat session ID |
| `--json` | flag | false | Output JSON response |
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