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