context

Agent introspection, offline docs, and workspace graph extraction

Authentication scope: mixed

agent

Machine-readable CLI schema for agent introspection (flags, types, mutability, examples)

fabio context agent

Flag	Type	Required	Description
--group	string	No	Return schema for a single command group only (e.g. lakehouse, workspace, deploy)
--full	bool	No	Emit the full 14K-line schema dump (all commands, all flags, all metadata). Without this flag, returns a compact index of groups + subcommand names
--format	enum	No	Schema output format: native (default), mcp (Model Context Protocol), openai (function calling) One of: native, mcp, openai.
--budget	string	No	Approximate token budget — returns the most compact useful subset that fits within this many tokens (4 chars/token estimate). Overrides –full

Examples

fabio context agent | jq '.commands[] | select(.group == "lakehouse")'

Note

Returns the full command surface as JSON. Call once at session start for tool discovery.

Read-only · Returns object

describe

Deep-dive on a single command: flags, examples, output shape, notes — everything to invoke it

fabio context describe

Note

Cross-references command metadata with output examples when available. Use after fabio context agent to get full details on a specific command.

Read-only · Returns object

schema

Show the definition schema/template for a Fabric item type

fabio context schema

Examples

fabio context schema Notebook

fabio context schema DataPipeline

Note

Returns creation body template, definition parts, flags, and tips for the specified item type.

Read-only · Returns object

workflow

Show a multi-step workflow recipe

fabio context workflow

Examples

fabio context workflow direct-lake-report

fabio context workflow cicd-deploy

Note

Returns ordered steps with fabio commands for common multi-step tasks.

Read-only · Returns object

best-practices

Show best-practices guidance for a topic

fabio context best-practices

Examples

fabio context best-practices throttling

fabio context best-practices lro

Note

Returns operational guidance tailored for agents using fabio as execution layer.

Read-only · Returns object

persona

Show an orchestrator persona: which command groups, workflows, and best-practices to use for a role

fabio context persona

Read-only · Returns object

blueprint

Show an architecture-shape blueprint: item set, deployment phase, and key decisions for a solution shape

fabio context blueprint

Read-only · Returns object

item-capabilities

Per-item-type capability matrix: creatable, deploy strategy, definition round-trip, deploy order (derived from the CLI’s own sources)

fabio context item-capabilities

Read-only · Returns list

skill

Show an intent-scoped sub-skill’s judgment (when-to-use, gotchas, troubleshooting, safety) for a workload family

fabio context skill

Read-only · Returns object

disambiguate

Resolve an overloaded Fabric term to the concrete artifact + command group that handles it

fabio context disambiguate

Read-only · Returns object

examples

Show example output for a command (response shape + JMESPath tips)

fabio context examples

Examples

fabio context examples lakehouse iceberg-table

Read-only · Returns object

list

List all available documentation topics (schemas, workflows, examples, best-practices)

fabio context list

Read-only · Returns object

find

Search commands by keyword (matches descriptions, flag names, and notes)

fabio context find

Note

Returns top-10 matching commands ranked by relevance. Use when unsure which command to use.

Read-only · Returns object

tenant

Scan your Fabric tenant — build a relationship graph from workspace(s)

fabio context tenant

Flag	Type	Required	Description
--workspace	string	No	Workspace ID(s) or name(s) to scan (repeatable)
--deep	bool	No	Fetch item definitions to discover embedded references (slower)
--include-connections	bool	No	Also fetch item connections
--item-types	string	No	Filter to specific item types (comma-separated, case-insensitive)
--no-properties	bool	No	Skip type-specific detail fetching (fast inventory-only mode)
--format	enum	No	Output format: graph (default) — native arrays for fabio merge/query; jsonld — instance data as RDF for triple stores; owl — OWL schema as JSON-LD for fabio ontology import; rdf — OWL schema as RDF/XML for fabio ontology import and Ontology Playground One of: graph, jsonld, owl, rdf, full.
--merge	string	No	Merge results into an existing graph file (incremental extraction)
--output-file	string	No	Write output to a file instead of stdout
--concurrency	integer	No	Max concurrency for API calls (default: auto-scaled to CPU count)
--summary-only	bool	No	Return only a lightweight inventory summary (item counts by type, workspace info) without building the full graph. Useful for agents to probe before a full scan
--resolve	string	No	Fast name-to-ID resolution. Comma-separated Type:Name pairs (e.g. Notebook:my-nb,Lakehouse:bronze). Returns matching items without full graph
--focus	string	No	Focus on a single item: return only the subgraph within --depth hops of this item ID
--depth	integer	No	Maximum hop distance from the focused item (default: 1). Requires --focus

Examples

fabio context tenant --workspace $WS --summary-only

fabio context tenant --workspace $WS --resolve Notebook:my-nb,Lakehouse:bronze

fabio context tenant --workspace $WS --focus $ITEM_ID --depth 2

fabio context tenant --workspace $WS --deep --include-connections

fabio context tenant --workspace $WS --deep --output-file context.json

fabio context tenant --workspace $NEW_WS --deep --merge context.json --output-file context.json

Note

Output is a graph with nodes (items), edges (relationships), workspaces metadata, summary, and a meta envelope (scannedAt, etag, scanDurationMs, partial, scope) for agent freshness tracking. Edges include confidence (high/medium/low) and discoveryMethod fields. Use –summary-only to probe workspace contents cheaply before a full scan. Use –resolve for fast name-to-ID lookups. Use –focus <id> –depth N for ego-centric subgraphs. Use –deep for full relationship discovery via definition scanning. Use –no-properties for fast inventory-only extraction. Use –output-file + –merge for incremental context building across sessions.

Read-only · Returns object