stela ops usage fixes roles propagation and timoeut, one account to support multi tenants, migrations consolidation, search to support documentation, doctor and open api vector db search

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2026-02-22 19:27:54 +02:00
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@@ -20,6 +20,50 @@ Both commands are designed to enforce the AOC guardrails documented in the [aggr
---
## 1.1 AdvisoryAI Knowledge Search
AKS commands expose deterministic retrieval from AdvisoryAI (`docs|api|doctor`) without requiring an LLM.
### `stella search`
```bash
stella search "<query>" \
[--type docs|api|doctor] \
[--product <product>] \
[--version <version>] \
[--service <service>] \
[--tag <tag>] \
[--k <1-100>] \
[--json]
```
Notes:
- `--type` and `--tag` are repeatable or comma-separated.
- `--json` emits stable machine-readable payload with `results[].open`.
### `stella doctor suggest`
```bash
stella doctor suggest "<symptom-or-error>" \
[--product <product>] \
[--version <version>] \
[--k <1-100>] \
[--json]
```
Uses the same AKS index and prints grouped recommendations for:
- Doctor checks (with run command).
- Related docs anchors.
- Related API operations.
### `stella advisoryai index rebuild`
```bash
stella advisoryai index rebuild [--json]
```
Rebuilds the deterministic AKS index from local markdown, OpenAPI, and Doctor metadata sources.
## 2·`stella sources ingest --dry-run`
### 2.1Synopsis