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# Skill routing manifest
#
# Machine-readable handoff graph. Each edge has:
# from: source skill name
# to: target skill name (default/first choice for variant edges)
# condition: natural-language routing condition (for agent reasoning)
# type: routing type — one of:
# topic user asks about a different Couchbase topic
# platform user switches mobile platform (android/ios)
# variant pick-a-variant routing (language or platform)
# variant_group: (variant edges only) all valid target skills the router
# should offer as a choice; 'to:' is the default if the
# user has not specified a language/platform
#
# This manifest is the canonical routing graph. Individual SKILL.md
# handoff: blocks are kept for inline agent reference but must stay
# consistent with this file. Run scripts/validate-skills.sh to check
# that all handoff targets exist.
#
# First-turn routing (triggers, specificity, use_when) is defined in
# discovery.yaml — not in this file and not in individual SKILL.md files.
#
# ── Named variant groups (canonical membership lists) ────────────────
# Machine-readable source of truth for variant group membership.
# When adding a new language SDK, update the relevant group here AND
# every variant_group: list in the routes section that references it.
# The validator checks that all variant_group: lists for the same family
# match the canonical membership defined here.
#
groups:
server-connection:
- server-connection-python
- server-connection-java
- server-connection-go
- server-connection-dotnet
- server-connection-nodejs
- server-connection-rust
- server-connection-scala
- server-connection-php
- server-connection-ruby
server-querying:
- server-querying-python
- server-querying-java
- server-querying-go
- server-querying-dotnet
- server-querying-nodejs
- server-querying-rust
- server-querying-scala
- server-querying-php
- server-querying-ruby
transactions:
# rust and ruby do not support distributed transactions
- transactions-python
- transactions-java
- transactions-go
- transactions-dotnet
- transactions-nodejs
- transactions-scala
- transactions-php
search:
- search-python
- search-java
- search-go
- search-dotnet
- search-nodejs
- search-rust
- search-scala
- search-php
- search-ruby
sdk-patterns:
- sdk-patterns-python
- sdk-patterns-java
- sdk-patterns-go
- sdk-patterns-dotnet
- sdk-patterns-nodejs
- sdk-patterns-rust
- sdk-patterns-scala
- sdk-patterns-php
- sdk-patterns-ruby
analytics:
# rust does not support the Analytics service
- analytics-python
- analytics-java
- analytics-go
- analytics-dotnet
- analytics-nodejs
- analytics-scala
- analytics-ruby
- analytics-php
mobile-sync:
- mobile-sync-android
- mobile-sync-ios
mobile-conflict-resolution:
- mobile-conflict-resolution-android
- mobile-conflict-resolution-ios
mobile-logging:
- mobile-logging-android
- mobile-logging-ios
mobile-p2p-sync:
- mobile-p2p-sync-android
- mobile-p2p-sync-ios
mobile-testing:
- mobile-testing-android
- mobile-testing-ios
mobile-vector-search:
- mobile-vector-search-android
- mobile-vector-search-ios
routes:
# ── Getting Started ───────────────────────────────────────────────
- from: couchbase
to: getting-started
condition: user is new to Couchbase or asks a general question
type: topic
- from: getting-started
to: couchbase
condition: user asks a general Couchbase question and needs skill routing
type: topic
- from: getting-started
to: local-dev-setup
condition: user wants to run Couchbase locally with Docker
type: topic
- from: getting-started
to: capella-quickstart
condition: user wants to use Couchbase Capella (cloud)
type: topic
- from: getting-started
to: server-connection-python
condition: user wants to connect from code
type: variant
variant_group:
- server-connection-python
- server-connection-java
- server-connection-go
- server-connection-dotnet
- server-connection-nodejs
- server-connection-rust
- server-connection-scala
- server-connection-php
- server-connection-ruby
- from: getting-started
to: sqlpp-language
condition: user asks about SQL++ queries
type: topic
- from: getting-started
to: server-data-modeling
condition: user wants to model their data
type: topic
- from: getting-started
to: testing-patterns
condition: user asks about testing their Couchbase application
type: topic
# ── Local Dev / Capella ───────────────────────────────────────────
- from: local-dev-setup
to: server-connection-python
condition: user wants to connect from application code
type: variant
variant_group:
- server-connection-python
- server-connection-java
- server-connection-go
- server-connection-dotnet
- server-connection-nodejs
- server-connection-rust
- server-connection-scala
- server-connection-php
- server-connection-ruby
- from: local-dev-setup
to: sqlpp-language
condition: user asks about SQL++ queries
type: topic
- from: local-dev-setup
to: testing-patterns
condition: user asks about testing their Couchbase application
type: topic
- from: local-dev-setup
to: capella-quickstart
condition: user wants to use Capella instead of local Docker
type: topic
- from: local-dev-setup
to: getting-started
condition: user is new to Couchbase concepts
type: topic
- from: capella-quickstart
to: local-dev-setup
condition: user wants to run Couchbase locally instead
type: topic
- from: capella-quickstart
to: server-connection-python
condition: user wants to connect from application code
type: variant
variant_group:
- server-connection-python
- server-connection-java
- server-connection-go
- server-connection-dotnet
- server-connection-nodejs
- server-connection-rust
- server-connection-scala
- server-connection-php
- server-connection-ruby
- from: capella-quickstart
to: sqlpp-language
condition: user asks about SQL++ queries
type: topic
- from: capella-quickstart
to: capella
condition: user asks about App Services or managed mobile sync on Capella
type: topic
- from: capella
to: server-connection-python
condition: user wants language-specific connection code
type: variant
variant_group:
- server-connection-python
- server-connection-java
- server-connection-go
- server-connection-dotnet
- server-connection-nodejs
- server-connection-rust
- server-connection-scala
- server-connection-php
- server-connection-ruby
- from: capella
to: server-querying-python
condition: user asks about SQL++ queries
type: variant
variant_group:
- server-querying-python
- server-querying-java
- server-querying-go
- server-querying-dotnet
- server-querying-nodejs
- server-querying-rust
- server-querying-scala
- server-querying-php
- server-querying-ruby
- from: capella
to: server-query-optimizer
condition: user asks about slow queries or index recommendations
type: topic
- from: capella
to: xdcr
condition: user asks about cross-datacenter replication or cluster-to-cluster sync
type: topic
- from: capella
to: mobile-sync-android
condition: user asks about mobile sync or Couchbase Lite replication
type: variant
variant_group:
- mobile-sync-android
- mobile-sync-ios
- from: capella
to: app-services
condition: user asks about App Services or managed mobile sync on Capella
type: topic
# ── App Services ──────────────────────────────────────────────────
- from: app-services
to: mobile-sync-android
condition: user asks about sync or replication setup
type: variant
variant_group:
- mobile-sync-android
- mobile-sync-ios
- from: app-services
to: mobile-data-modeling
condition: user asks about document design or channel strategy
type: topic
- from: app-services
to: capella
condition: user asks about Capella cluster setup or credentials
type: topic
# ── VS Code Extension ─────────────────────────────────────────────
- from: vscode-extension
to: local-dev-setup
condition: user wants to run Couchbase locally with Docker
type: topic
- from: vscode-extension
to: server-connection-python
condition: user wants to connect from application code
type: variant
variant_group:
- server-connection-python
- server-connection-java
- server-connection-go
- server-connection-dotnet
- server-connection-nodejs
- server-connection-rust
- server-connection-scala
- server-connection-php
- server-connection-ruby
- from: vscode-extension
to: sqlpp-language
condition: user asks about SQL++ queries
type: topic
- from: vscode-extension
to: shell
condition: user wants to use cbsh for scripting or data pipelines
type: topic
- from: vscode-extension
to: search-concepts
condition: user asks about full-text search, vector search, or the search workbench
type: topic
# ── SQL++ / Query ─────────────────────────────────────────────────
- from: sqlpp-language
to: server-query-optimizer
condition: user asks about slow queries or index recommendations
type: topic
- from: sqlpp-language
to: server-querying-python
condition: user needs SDK code to execute a SQL++ query
type: variant
variant_group:
- server-querying-python
- server-querying-java
- server-querying-go
- server-querying-dotnet
- server-querying-nodejs
- server-querying-rust
- server-querying-scala
- server-querying-php
- server-querying-ruby
- from: sqlpp-language
to: analytics-python
condition: user asks about OLAP queries or the Analytics service
type: variant
variant_group:
- analytics-python
- analytics-java
- analytics-go
- analytics-dotnet
- analytics-nodejs
- analytics-scala
- analytics-ruby
- analytics-php
- from: server-query-optimizer
to: server-querying-python
condition: user asks about SQL++ queries
type: variant
variant_group:
- server-querying-python
- server-querying-java
- server-querying-go
- server-querying-dotnet
- server-querying-nodejs
- server-querying-rust
- server-querying-scala
- server-querying-php
- server-querying-ruby
- from: server-query-optimizer
to: analytics-python
condition: user asks about OLAP queries or the Analytics service
type: variant
variant_group:
- analytics-python
- analytics-java
- analytics-go
- analytics-dotnet
- analytics-nodejs
- analytics-scala
- analytics-ruby
- analytics-php
- from: server-query-optimizer
to: columnar-analytics
condition: user is on Server 8.x and asks about columnar or OLAP queries
type: topic
- from: server-query-optimizer
to: server-data-modeling
condition: user needs to redesign their schema or data model to improve query performance
type: topic
# ── Columnar Analytics (Server 8.x) ───────────────────────────────
- from: columnar-analytics
to: analytics-python
condition: user is on Server 7.x or earlier and needs legacy CBAS
type: variant
variant_group:
- analytics-python
- analytics-java
- analytics-go
- analytics-dotnet
- analytics-nodejs
- analytics-scala
- analytics-ruby
- analytics-php
- from: columnar-analytics
to: sqlpp-language
condition: user asks about SQL++ queries
type: topic
- from: columnar-analytics
to: server-query-optimizer
condition: user asks about slow queries or index recommendations
type: topic
- from: columnar-analytics
to: server-querying-python
condition: user needs the Query Service instead of columnar analytics
type: variant
variant_group:
- server-querying-python
- server-querying-java
- server-querying-go
- server-querying-dotnet
- server-querying-nodejs
- server-querying-rust
- server-querying-scala
- server-querying-php
- server-querying-ruby
- from: analytics-python
to: columnar-analytics
condition: user is upgrading to Server 8.x and wants the columnar engine
type: topic
# ── Data Modeling ─────────────────────────────────────────────────
- from: server-data-modeling
to: server-query-optimizer
condition: user asks about slow queries or index recommendations
type: topic
- from: server-data-modeling
to: server-querying-python
condition: user asks about SQL++ queries
type: variant
variant_group:
- server-querying-python
- server-querying-java
- server-querying-go
- server-querying-dotnet
- server-querying-nodejs
- server-querying-rust
- server-querying-scala
- server-querying-php
- server-querying-ruby
- from: server-data-modeling
to: migration
condition: user is migrating from another database and needs schema design guidance
type: topic
- from: server-data-modeling
to: caching-patterns
condition: user asks about TTL or ephemeral data patterns
type: topic
- from: server-data-modeling
to: mobile-data-modeling
condition: user is designing documents that will sync to mobile via Sync Gateway
type: topic
- from: server-data-modeling
to: analytics-python
condition: user asks about time series analytics
type: variant
variant_group:
- analytics-python
- analytics-java
- analytics-go
- analytics-dotnet
- analytics-nodejs
- analytics-scala
- analytics-ruby
- analytics-php
# ── Error Handling / Caching ──────────────────────────────────────
- from: getting-started
to: migration
condition: user is migrating from another database to Couchbase
type: topic
- from: getting-started
to: backup
condition: user asks about backup or restore
type: topic
- from: getting-started
to: disaster-recovery
condition: user asks about disaster recovery planning or RTO/RPO
type: topic
- from: getting-started
to: error-handling
condition: user asks about timeouts, exceptions, or connection errors
type: topic
- from: getting-started
to: caching-patterns
condition: user asks about using Couchbase as a cache or session store
type: topic
- from: getting-started
to: vscode-extension
condition: user asks about IDE tooling or the VS Code extension
type: topic
- from: local-dev-setup
to: error-handling
condition: user encounters connection errors during local setup
type: topic
- from: local-dev-setup
to: vscode-extension
condition: user asks about the VS Code extension for local development
type: topic
- from: error-handling
to: sdk-patterns-python
condition: user asks about CAS, bulk ops, sub-document, or SDK patterns
type: variant
variant_group:
- sdk-patterns-python
- sdk-patterns-java
- sdk-patterns-go
- sdk-patterns-dotnet
- sdk-patterns-nodejs
- sdk-patterns-rust
- sdk-patterns-scala
- sdk-patterns-php
- sdk-patterns-ruby
- from: error-handling
to: transactions-python
condition: user asks about transactions or atomic multi-document operations
type: variant
variant_group:
- transactions-python
- transactions-java
- transactions-go
- transactions-dotnet
- transactions-nodejs
- transactions-scala
- transactions-php
- from: error-handling
to: monitoring
condition: user asks about cluster health or metrics
type: topic
- from: caching-patterns
to: sdk-patterns-nodejs
condition: user asks about CAS, bulk ops, sub-document, or SDK patterns
type: variant
variant_group:
- sdk-patterns-python
- sdk-patterns-java
- sdk-patterns-go
- sdk-patterns-dotnet
- sdk-patterns-nodejs
- sdk-patterns-rust
- sdk-patterns-scala
- sdk-patterns-php
- sdk-patterns-ruby
- from: caching-patterns
to: server-data-modeling
condition: user asks about data modeling for cached data
type: topic
# ── Field-Level Encryption ────────────────────────────────────────
- from: fle
to: fle-python
condition: user asks about FLE in Python
type: variant
variant_group:
- fle-python
- fle-java
- fle-go
- fle-dotnet
- fle-nodejs
- fle-php
- fle-rust
- fle-scala
- fle-ruby
- from: fle
to: security
condition: user asks about server-side encryption at rest or TLS
type: topic
- from: fle-python
to: fle
condition: user asks about FLE concepts or supported SDKs
type: topic
- from: fle-python
to: server-connection-python
condition: user asks about connection setup
type: topic
- from: fle-java
to: fle
condition: user asks about FLE concepts or supported SDKs
type: topic
- from: fle-java
to: server-connection-java
condition: user asks about connection setup
type: topic
- from: fle-go
to: fle
condition: user asks about FLE concepts or supported SDKs
type: topic
- from: fle-go
to: server-connection-go
condition: user asks about connection setup
type: topic
- from: fle-dotnet
to: fle
condition: user asks about FLE concepts or supported SDKs
type: topic
- from: fle-dotnet
to: server-connection-dotnet
condition: user asks about connection setup
type: topic
- from: fle-nodejs
to: fle
condition: user asks about FLE concepts or supported SDKs
type: topic
- from: fle-nodejs
to: server-connection-nodejs
condition: user asks about connection setup
type: topic
- from: fle-php
to: fle
condition: user asks about FLE concepts or supported SDKs
type: topic
- from: fle-php
to: server-connection-php
condition: user asks about connection setup
type: topic
- from: fle-rust
to: fle
condition: user asks about FLE concepts or supported SDKs
type: topic
- from: fle-rust
to: security
condition: user asks about server-side encryption at rest
type: topic
- from: fle-scala
to: fle
condition: user asks about FLE concepts or supported SDKs
type: topic
- from: fle-scala
to: security
condition: user asks about server-side encryption at rest
type: topic
- from: fle-ruby
to: fle
condition: user asks about FLE concepts or supported SDKs
type: topic
- from: fle-ruby
to: security
condition: user asks about server-side encryption at rest
type: topic
# ── Testing Patterns ──────────────────────────────────────────────
- from: testing-patterns
to: local-dev-setup
condition: user asks about local cluster setup or Docker Compose
type: topic
- from: testing-patterns
to: testing-patterns-python
condition: user asks about Python-specific testing
type: variant
variant_group:
- testing-patterns-python
- testing-patterns-java
- testing-patterns-go
- testing-patterns-dotnet
- testing-patterns-nodejs
- testing-patterns-rust
- testing-patterns-scala
- testing-patterns-php
- testing-patterns-ruby
- from: testing-patterns-python
to: testing-patterns
condition: user asks about testing concepts or strategy
type: topic
- from: testing-patterns-python
to: server-connection-python
condition: user asks about connection setup or SDK configuration
type: topic
- from: testing-patterns-java
to: testing-patterns
condition: user asks about testing concepts or strategy
type: topic
- from: testing-patterns-java
to: server-connection-java
condition: user asks about connection setup or SDK configuration
type: topic
- from: testing-patterns-go
to: testing-patterns
condition: user asks about testing concepts or strategy
type: topic
- from: testing-patterns-go
to: server-connection-go
condition: user asks about connection setup or SDK configuration
type: topic
- from: testing-patterns-dotnet
to: testing-patterns
condition: user asks about testing concepts or strategy
type: topic
- from: testing-patterns-dotnet
to: server-connection-dotnet
condition: user asks about connection setup or SDK configuration
type: topic
- from: testing-patterns-nodejs
to: testing-patterns
condition: user asks about testing concepts or strategy
type: topic
- from: testing-patterns-nodejs
to: server-connection-nodejs
condition: user asks about connection setup or SDK configuration
type: topic
- from: testing-patterns-rust
to: testing-patterns
condition: user asks about testing concepts or strategy
type: topic
- from: testing-patterns-rust
to: server-connection-rust
condition: user asks about connection setup or SDK configuration
type: topic
- from: testing-patterns-scala
to: testing-patterns
condition: user asks about testing concepts or strategy
type: topic
- from: testing-patterns-scala
to: server-connection-scala
condition: user asks about connection setup or SDK configuration
type: topic
- from: testing-patterns-php
to: testing-patterns
condition: user asks about testing concepts or strategy
type: topic
- from: testing-patterns-php
to: server-connection-php
condition: user asks about connection setup or SDK configuration
type: topic
- from: testing-patterns-ruby
to: testing-patterns
condition: user asks about testing concepts or strategy
type: topic
- from: testing-patterns-ruby
to: server-connection-ruby
condition: user asks about connection setup or SDK configuration
type: topic
# ── Server Operations ─────────────────────────────────────────────
- from: monitoring
to: server-query-optimizer
condition: user asks about slow queries or index recommendations
type: topic
- from: monitoring
to: cluster-ops
condition: user asks about failover or rebalance
type: topic
- from: monitoring
to: error-handling
condition: user asks about SDK errors, connection failures, or timeout exceptions
type: topic
- from: cluster-ops
to: backup
condition: user asks about backup or restore
type: topic
- from: cluster-ops
to: xdcr
condition: user asks about XDCR replication
type: topic
- from: cluster-ops
to: security
condition: user asks about RBAC or security
type: topic
- from: cluster-ops
to: monitoring
condition: user asks about cluster health, metrics, or alerting
type: topic
- from: security
to: cluster-ops
condition: user asks about cluster topology or failover
type: topic
- from: security
to: capella
condition: user asks about Capella cluster setup or credentials
type: topic
- from: security
to: fle
condition: user asks about field-level encryption or client-side encryption
type: topic
- from: xdcr
to: cluster-ops
condition: user asks about cluster topology or failover
type: topic
- from: xdcr
to: server-data-modeling
condition: user asks about data modeling for multi-region
type: topic
- from: backup
to: disaster-recovery
condition: user asks about disaster recovery planning or RTO/RPO
type: topic
- from: backup
to: security
condition: user asks about RBAC roles for backup
type: topic
# ── Disaster Recovery ─────────────────────────────────────────────
- from: disaster-recovery
to: xdcr
condition: user needs to configure XDCR replication
type: topic
- from: disaster-recovery
to: backup
condition: user needs to configure or restore backups
type: topic
- from: disaster-recovery
to: cluster-ops
condition: user needs to add nodes or configure failover
type: topic
- from: eventing
to: server-querying-python
condition: user asks about SQL++ queries
type: variant
variant_group:
- server-querying-python
- server-querying-java
- server-querying-go
- server-querying-dotnet
- server-querying-nodejs
- server-querying-rust
- server-querying-scala
- server-querying-php
- server-querying-ruby
- from: eventing
to: kafka
condition: user asks about streaming to Kafka
type: topic
- from: kafka
to: eventing
condition: user asks about Eventing or document triggers
type: topic
- from: kafka
to: xdcr
condition: user asks about XDCR replication
type: topic
- from: migration
to: server-data-modeling
condition: user asks about data modeling decisions
type: topic
- from: migration
to: server-query-optimizer
condition: user asks about slow queries or index recommendations
type: topic
- from: migration
to: server-querying-python
condition: user asks about SQL++ queries
type: variant
variant_group:
- server-querying-python
- server-querying-java
- server-querying-go
- server-querying-dotnet
- server-querying-nodejs
- server-querying-rust
- server-querying-scala
- server-querying-php
- server-querying-ruby
- from: shell
to: server-querying-python
condition: user asks about SQL++ queries
type: variant
variant_group:
- server-querying-python
- server-querying-java
- server-querying-go
- server-querying-dotnet
- server-querying-nodejs
- server-querying-rust
- server-querying-scala
- server-querying-php
- server-querying-ruby