wire
The Wire Framework — AI-accelerated data platform delivery for the full lifecycle: requirements, design, development, testing, deployment, enablement
Plugin wire from marketplace rittman-analytics in rittmananalytics/wire-plugin. Commands read from the repo's manifest — 4 days ago.
What it installs
Skills (74)
add-analytics-instrumentationagents-schemaairbyteairflowanalyze-account-healthanalyze-ai-topicsanalyze-chartanalyze-dashboardanalyze-experimentanalyze-feedbackbigquery-basicscloud-run-basicscompare-user-journeyscoupler-iocreate-chartcreate-dashboardcubedagsterdaily-briefdata-appsdbt-analytics-qadbt-dagdbt-developmentdbt-fusiondbt-mcp-serverdbt-migrationdbt-semantic-layerdbt-to-smmldbt-troubleshootingdbt-unit-testingdbtchartsdebug-replaydiagnose-errorsdiff-intakedignified-pythondiscover-analytics-patternsdiscover-event-surfacesdiscover-opportunitiesdroughtyengagement-contextengagement-status-reportfathom-syncfivetrangcloudgoogle-cloud-recipe-authgoogle-cloud-waf-cost-optimizationgoogle-cloud-waf-securityhightouchinstrument-eventsinvestigate-ai-sessionlooker-dashboard-mockuplookml-content-authoring (local and mcp-server)lookml-content-authoringmetabasemonitor-ai-qualitymonitor-experimentsmonitor-reliabilityomniproject-reviewrelease-directorreplay-ux-auditresearchreview-agent-insightsrudderstacksegmentsmml-semantic-modelingsnowflake-developmentsnowflake-semantic-viewstableautaxonomytechnical-writingweekly-briefwire-releasewire-usage-analysis
Slash commands (200)
/wire:adoptAdopt an in-flight project into Wire — assess repo and external sources, map existing work to artifacts, set up engagement structure, generate adoption playbook
/wire:ads-audit-allRun all three agentic data stack audits in parallel
/wire:ads_adversarial-config-generateConfigure and test adversarial review sub-agent
/wire:ads_adversarial-config-reviewTechnical review of adversarial review configuration
/wire:ads_adversarial-config-validateVerify adversarial review configuration and calibration
/wire:ads_agent-config-generateGenerate agentic data stack Wire skill with routing logic and provenance footer
/wire:ads_agent-config-reviewTechnical review of agentic data stack skill before eval suite build
/wire:ads_agent-config-validateVerify agent config skill completeness and routing logic
/wire:ads_analytics-enablement-generateGenerate user training and maintenance documentation
/wire:ads_analytics-enablement-reviewSign-off on user guide and maintenance docs before handover
/wire:ads_analytics-enablement-validateVerify enablement documents complete and accurate
/wire:ads_canonical-models-generateRefactor dbt project to implement canonical models and deprecation notices
/wire:ads_canonical-models-reviewData team review of canonical model implementation
/wire:ads_canonical-models-validateVerify canonical models compile, tests pass, deprecation notices in place
/wire:ads_dataset-audit-generateInventory warehouse tables, identify duplicates, grade governance maturity
/wire:ads_dataset-audit-reviewStakeholder sign-off on canonical table selections and deprecation list
/wire:ads_dataset-audit-validateVerify dataset audit completeness and tier classifications
/wire:ads_eval-suite-generateBuild Q&A eval suite with per-domain accuracy baselines and CI harness
/wire:ads_eval-suite-reviewStakeholder review of eval coverage and accuracy results
/wire:ads_eval-suite-validateRun eval suite and check per-domain accuracy against targets
/wire:ads_governance-design-generateProduce canonical dataset model, deprecation plan, and tiering policy
/wire:ads_governance-design-reviewStakeholder sign-off on canonical model and deprecation schedule
/wire:ads_governance-design-validateVerify governance design completeness and internal consistency
/wire:ads_knowledge-skill-generateGenerate per-domain reference files collocated with dbt models
/wire:ads_knowledge-skill-reviewDomain owner review of knowledge skill files
/wire:ads_knowledge-skill-validateCheck knowledge skill files complete, accurate, and colocated
/wire:ads_launch-gate-reviewPlatform owner sign-off and launch communications
/wire:ads_launch-gate-validatePer-domain accuracy gate before agent announcement
/wire:ads_lookml-views-generateCreate or update LookML view files for new and restructured canonical models (Looker only)
/wire:ads_lookml-views-reviewLooker admin sign-off on view files before semantic layer metric build
/wire:ads_lookml-views-validateVerify LookML view files are valid, canonical models covered, no orphaned column references
/wire:ads_metric-audit-generateInventory metric definitions, identify conflicts and coverage gaps
/wire:ads_metric-audit-reviewStakeholder sign-off on metric definitions and gap priorities
/wire:ads_metric-audit-validateCheck metric audit completeness and conflict detection quality
/wire:ads_query-audit-generateAnalyse query history to extract patterns and classify by semantic-layer answerability
/wire:ads_query-audit-reviewStakeholder sign-off on query patterns and semantic layer addition priorities
/wire:ads_query-audit-validateVerify query pattern extraction and classification quality
/wire:ads_semantic-layer-design-generateDesign metric definitions and dimension model for semantic layer build
/wire:ads_semantic-layer-design-reviewStakeholder sign-off on metric definitions before implementation
/wire:ads_semantic-layer-design-validateCheck semantic layer design completeness and metric definition quality
/wire:ads_semantic-layer-generateImplement semantic layer metrics from approved design
/wire:ads_semantic-layer-reviewData team review of semantic layer implementation
/wire:ads_semantic-layer-validateVerify metrics queryable and coverage target met
/wire:agents_schema-generatePublish the release's metadata into the warehouse AGENTS schema for AI agents: plan the providers (dbt manifest, LookML, Omni, OSI, Sigma, skills), write the pinned GitHub workflow, agents.yml and the skills, complete the warehouse guide, offer to set the repository secrets from the dbt profile, pub
/wire:agents_schema-reviewReview the Agents Schema publication with stakeholders
/wire:agents_schema-validateValidate the Agents Schema publication — pinned workflow, sources unchanged, skills well formed, no credentials, AGENTS.ROOT providers, row counts, skill rows, no stale models
/wire:archiveArchive a completed project
/wire:autopilotAutonomous end-to-end engagement execution from SOW — discovery sprint then all delivery releases
/wire:bi-equivalency-validateTile-level parity: Looker and Omni results compared under a pinned as-of, verdicts in the model taxonomy; gates cutover
/wire:bi-migration-plan-generateUsage-ranked inventory, director rulings (parity or redesign, drop list, PDT disposition, permissions, topic design), model and content batches, register bootstrap
/wire:bi-migration-plan-reviewRelease director review of the BI migration plan and its rulings
/wire:bi-migration-plan-validateValidate the plan: every object in one batch or the drop list, batch dependencies, register row count
/wire:bulk-copy-migration-generateGenerate Snowflake→BigQuery bulk copy runbook (tenant carve-out, two-stage with equivalency gate)
/wire:bulk-copy-migration-reviewSafety-gated approval before the first tenant bulk-copy execution
/wire:bulk-copy-migration-validateValidate bulk copy runbook — tenant guard, two-stage gate, scoped service account
/wire:business-rules-generateDiscover, define and agree the business rules for one domain, from legacy systems and from the people who own the definitions, before design starts
/wire:business-rules-reviewReview the business rules register with the people who own the numbers — each disputed rule settled or owned, each assumption accepted with its expiry
/wire:business-rules-validateValidate the business rules register: statuses consistent with their required fields, assumptions unexpired, every variant sourced, rules and implementations citing each other
/wire:conceptual_model-generateGenerate conceptual entity model from requirements
/wire:conceptual_model-reviewReview conceptual model with business stakeholders
/wire:conceptual_model-validateValidate conceptual model completeness and correctness
/wire:current-state-appraisal-generateAppraise the client's current state — platform, sources, replication, tooling, documentation, governance, data quality — from documentation and interviews rather than system access
/wire:current-state-appraisal-reviewReview the current state appraisal with the client's technical lead — facts corrected, gaps owned, contradictions resolved or accepted
/wire:current-state-appraisal-validateValidate the current state appraisal: every claim sourced and confidence-rated, sources reconcilable, gaps named rather than empty
/wire:custom-defineDefine a custom release type from SoW or project documents — map deliverables to Wire commands or generate bespoke specs
/wire:custom-feature-requestRaise a GitHub issue on the Wire repo proposing a bespoke command as a framework addition
/wire:cutover-generateGenerate cutover runbook (SAFETY GATE — point of no return)
/wire:cutover-review/wire:cutover-validate/wire:dashboards-generate/wire:dashboards-review/wire:dashboards-validate/wire:data-residency-assessment-generate/wire:data-residency-assessment-review/wire:data-residency-assessment-validate/wire:data_app-generate/wire:data_app-publish/wire:data_app-review/wire:data_app-validate/wire:data_model-generate/wire:data_model-review/wire:data_model-validate/wire:data_quality-generate/wire:data_quality-review/wire:data_quality-validate/wire:data_refactor-generate/wire:data_refactor-review/wire:data_refactor-validate/wire:db-object-audit-generate/wire:db-object-audit-review/wire:db-object-audit-validate/wire:dbt-audit-generate/wire:dbt-audit-review/wire:dbt-audit-validate/wire:dbt-carveout-relocate-generate/wire:dbt-carveout-relocate-review/wire:dbt-carveout-relocate-validate/wire:dbt-generate/wire:dbt-integration-generate/wire:dbt-integration-validate/wire:dbt-migration-batch-raise/wire:dbt-migration-defer-build/wire:dbt-migration-fix/wire:dbt-migration-generate/wire:dbt-migration-lint/wire:dbt-migration-pre-pr-review/wire:dbt-migration-reverse-port/wire:dbt-migration-review/wire:dbt-migration-validate/wire:dbt-review/wire:dbt-staging-generate/wire:dbt-staging-validate/wire:dbt-validate/wire:dbt-warehouse-generate/wire:dbt-warehouse-validate/wire:dbtcharts-generate/wire:dbtcharts-review/wire:dbtcharts-validate/wire:delegate/wire:delivery-roadmap-generate/wire:delivery-roadmap-review/wire:delivery-roadmap-validate/wire:deployment-generate/wire:deployment-review/wire:deployment-validate/wire:discovery-analyses-generate/wire:discovery-analyses-review/wire:discovery-analyses-validate/wire:documentation-generate/wire:documentation-review/wire:documentation-validate/wire:droughty-dbml/wire:droughty-dbt-tests/wire:droughty-docs/wire:droughty-generate/wire:droughty-introspect/wire:droughty-lookml/wire:droughty-qa/wire:droughty-setup/wire:droughty-stage/wire:engagement-brief-generate/wire:engagement-brief-review/wire:engagement-brief-validate/wire:equivalency-fix/wire:equivalency-investigate/wire:equivalency-post-merge-verify/wire:equivalency-sweep/wire:equivalency-validate/wire:findings-playback-generate/wire:findings-playback-review/wire:findings-playback-validate/wire:help/wire:ingestion-audit-generate/wire:ingestion-audit-review/wire:ingestion-audit-validate/wire:ingestion-migration-generate/wire:ingestion-migration-review/wire:ingestion-migration-validate/wire:kickoff-generate/wire:kickoff-review/wire:kickoff-validate/wire:lineage-generate/wire:logical-access-uat-generate/wire:logical-access-uat-review/wire:logical-access-uat-validate/wire:logical_model-generate/wire:logical_model-review/wire:logical_model-validate/wire:looker-audit-generate/wire:looker-audit-review/wire:looker-audit-validate/wire:looker-content-generate/wire:looker-content-review/wire:looker-content-validate/wire:looker-studio-audit-generate/wire:looker-studio-audit-review/wire:looker-studio-audit-validate/wire:looker-target-setup-generate/wire:looker-target-setup-review/wire:looker-target-setup-validate/wire:lookml-model-generate/wire:lookml-model-lint/wire:lookml-model-review/wire:lookml-model-validate/wire:mcp/wire:metabase-audit-generate/wire:metabase-audit-review/wire:metabase-audit-validate/wire:metabase-carveout-generate/wire:metabase-carveout-repoint-generate/wire:metabase-carveout-repoint-validate/wire:metabase-carveout-repoint/wire:metabase-carveout-review/wire:metabase-carveout-transport-generate/wire:metabase-carveout-transport-validate/wire:metabase-carveout-transport/wire:metabase-carveout-validate/wire:metabase-equivalency-validate/wire:metabase-migration-generate/wire:metabase-migration-review
MCP servers (6)
atlassianconnects to: https://mcp.atlassian.com/v1/mcp
fathomconnects to: https://your-fathom-mcp-server/mcp
context7connects to: https://mcp.context7.com/mcp
coupler-ioconnects to: https://mcp.coupler.io/mcp/
airbyteconnects to: https://mcp.airbyte.ai/mcp
amplitudeconnects to: https://mcp.amplitude.com/mcp
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