claude

data-platform

Data-platform team — agents (database-setup-guide, etl-pipeline-engineer, dashboard-builder, connector-developer) for cloud DBs, ELT (Airbyte / Fivetran / n8n) with connectors for QuickBooks / Stripe / Salesforce / HubSpot / GA4 / Shopify / HRIS / Planhat / Intercom / Slack-as-source plus 8-vendor support-tool integration coverage (Zendesk, Freshdesk, Intercom Conv+Tkt, SFDC Service Cloud, JSM, HubSpot Service, Help Scout, Front + 2026 Fivetran connector-MAR build-vs-buy math), and embedded dashboards (Evidence.dev / Superset / Metabase / Cube + Tremor). skills (incl. support-ticket-normalization — conformed fct_ticket / fct_conversation_event over 8 vendors; cross-system-identity-resolution — the Salesforce↔Planhat↔Intercom↔Slack account spine), templates, a knowledge bank, best-practices. Opinionated against per-viewer-priced BI for greenfield SMB. Requires ravenclaude-core@>=0.7.0.

9 on GitHubby Matt Corbettv0.33.6MITupdated today
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Plugin data-platform from marketplace ravenclaude in mcorbett51090/RavenClaude. Commands read from the repo's manifest — today.

This plugin runs code on your machine — its hooks fire automatically on events like tool use. The exact commands are listed below; read them before installing.

What it installs

Skills (15)

  • airbyte-cdk-authoring

    Author a custom Airbyte connector (low-code manifest.yaml vs Python CDK) — monotonic server-set cursor, checkpointed state, bounded-window backfill, Retry-After backoff, idempotent destination write, maintenance posture at design time. Used by connector-developer. NOT for configuring a vendor-shippe

  • cloud-database-comparison

    Compare cloud databases (Supabase, Neon, RDS, Azure SQL, Fabric, DuckDB, MotherDuck, Snowflake, Databricks, Turso) for an SMB consulting engagement — pricing tables with retrieval dates, setup-complexity matrix, when-to-pick guidance. Used by `database-setup-guide` to recommend a DB choice for a new

  • connector-configuration

    Connector-specific configuration patterns for ELT pipelines — QuickBooks OAuth + rate-limit handling, Stripe webhook + batch hybrid, Salesforce Bulk API 2.0, HubSpot API v3, GA4 BigQuery export, Shopify GraphQL Admin API. Used by `etl-pipeline-engineer` when configuring an Airbyte / Fivetran / n8n c

  • cross-system-identity-resolution

    Use when stitching the same real-world entity — a customer account — across multiple source systems into one conformed spine; e.g. Salesforce + Planhat + Intercom + Slack. Operationalizes the deterministic-keys-before-fuzzy best practice: inventory candidate keys, build the precedence ladder, constr

  • cube-schema-scaffolding

    Scaffold Cube semantic-layer schemas with mandatory `securityContext` baked in for multi-tenant customer-facing dashboards. Includes measure/dimension patterns, pre-aggregation hints, view-level partner-facing query surface, and the cross-boundary denial test. Used by `dashboard-builder` on Case-C p

  • dashboard-architecture-audit

    Systematically walk a dashboard page by page and judge whether its structure makes sense, whether it tells a coherent story, and whether it guides the user toward action — for a new build's final gate and for hardening/upgrading an existing dashboard. Invoked by `dashboard-builder` (primary) and dir

  • dashboard-performance-tuning

    Tune interactive-dashboard performance against a per-widget-class budget — Cube pre-aggregation design, Postgres / DuckDB materialized views, cache layers (Cube + Redis + browser TanStack Query), the per-widget profile loop (measure → identify the slow stage → fix at the lowest-cost layer). Reach fo

  • data-quality-tests

    Design data-quality tests that catch real bugs — uniqueness / not-null / referential integrity / freshness / row-count drift / value-range / cross-source reconciliation. dbt-test mechanics for each, severity tiers (error vs warn), the runbook-entry-per-failing-test discipline, and when to escalate t

  • dbt-project-scaffolding

    Scaffold a dbt project that ships — sources → staging → intermediate → marts → metrics layer discipline, generic + custom tests, doc-blocks for every model, exposure tracking, RLS-safe role separation (build-role vs query-role), CI shape (`dbt build` on PR), and a dev/prod env-promotion shape. Reach

  • embed-csp-and-iframe-sandboxing

    Configure CSP `frame-ancestors`, iframe `sandbox` attributes, postMessage origin checks, and web-component shadow-DOM boundaries for embedded dashboards. Invoked by `ravenclaude-core/security-reviewer` when a diff touches embed-auth flow; generated alongside dashboard code by `dashboard-builder`.

  • jwt-embed-issuance

    Canonical 2026 JWT-embed flow for dashboard embedding — required claims (`sub`, `tenant_id`, `iat`, `exp`, `iss`, `aud`, `nonce`), tool-specific verification (Superset guest tokens, Metabase JWT URLs, Cube Authorization Bearer, Power BI MSAL-via-AAD), 5-15 min expiration policy, cross-boundary denia

  • multi-tenant-migration

    Migrate a single-tenant database / dashboard stack to multi-tenant — `tenant_id` column propagation + backfill, RLS / semantic-layer scope rules introduced post-hoc, JWT-claim shape migration, embed-token cutover plan with parallel + backout window, and the mandatory cross-boundary denial test befor

  • rls-policy-authoring

    Author Postgres Row Level Security policies (force-on, CI-deployed, denial-tested) for multi-tenant dashboards. Encodes the closeness-to-data invariant — tenant isolation at the closest-to-data layer the viewer's token cannot influence. Covers Postgres RLS + semantic-layer enforcement (Cube `securit

  • stack-selection

    Select a dashboard-engagement stack via the Case A/B/C/D Mermaid decision tree (Portfolio / Per-client / Productized SaaS / Pipes-only) — surfaces the per-viewer-pricing-trap heuristic, recognizes the EdTech LMS connector-gap, returns a populated `stack-decision-record.md`. Invoked by `ravenclaude-c

  • support-ticket-normalization

    Take vendor-specific raw support-ticket tables in the warehouse (Zendesk, Freshdesk, Intercom Conversations + Tickets, SFDC Case, JSM, HubSpot, Help Scout, Front) and produce conformed `fct_ticket` + `fct_conversation_event` models with SFDC Account / Planhat Company bridge resolution. Includes the

Slash commands (5)

  • /data-platform:build-embedded-dashboard

    Build an embedded dashboard the secure-by-construction way — metric defined once in the semantic layer, tenant scope at the closest-to-data layer, short-lived server-signed JWTs, a locked CSP/iframe boundary, a visible as-of timestamp, and a cross-boundary denial test.

  • /data-platform:build-incremental-connector

    Build an incremental-first custom connector — a monotonic server-set cursor with checkpointed state, a separate resumable backfill window-sweep, Retry-After backoff, and a design-time handoff plan.

  • /data-platform:design-warehouse-schema

    Design a cost- and isolation-aware warehouse schema — pick the engine by workload (not brand), partition/cluster on the columns dashboards actually filter, lay the staging→marts contract, and make tenant_id both indexed and a clustering key.

  • /data-platform:scaffold-idempotent-elt-pipeline

    Scaffold an idempotent, replay-safe ELT pipeline — raw-verbatim load on a deterministic key, dbt staging→intermediate→marts, the test floor, and a declared freshness SLA.

  • /data-platform:stand-up-multi-tenant-database

    Stand up a multi-tenant Postgres database with isolation designed in, not retrofitted — engine picked by workload, tenant_id on every fact table, RLS ENABLE + FORCE with USING and WITH CHECK, SET LOCAL behind the pool, and a cross-tenant denial test that returns zero rows.

Subagents (4)

  • connector-developer

    Use this agent for custom Airbyte connector authoring when an ELT vendor doesn't ship a connector for the source the engagement needs. NOT for configuring an existing Airbyte / Fivetran connector (that's `etl-pipeline-engineer`).

  • dashboard-builder

    Use for interactive dashboard front-end generation — Evidence.dev, Apache Superset / Metabase OSS, Cube + Next.js + Recharts, Power BI Embedded. NOT for the underlying database (database-setup-guide) or the JWT-issuance review (security-reviewer).

  • database-setup-guide

    Use this agent for cloud-database setup guidance — Supabase, Neon, RDS, Azure SQL, Fabric, DuckDB, MotherDuck, Snowflake, Databricks, Turso. NOT for query authoring (route to client's data engineer).

  • etl-pipeline-engineer

    Use this agent for ELT pipeline design and configuration — Airbyte, Fivetran, n8n, custom integrations. Source-system specifics for QuickBooks Online, Stripe, Salesforce, HubSpot, Google Analytics 4, Shopify, common HRIS; NOT for custom Airbyte connector authoring (that's `connector-developer`).

Hooks (1)

  • PreToolUse

    /usr/bin/env -u BASH_ENV -u ENV -u SHELLOPTS -u BASHOPTS -u LD_PRELOAD -u LD_LIBRARY_PATH -u LD_AUDIT -u DYLD_INSERT_LIBRARIES -u DYLD_LIBRARY_PATH -u PYTHONPATH -u PYTHONSTARTUP PATH=/usr/local/bin:/

View source on GitHub mcorbett51090.github.io

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24 skills · 8 commands · 11 agents · 1 MCP server · hooks

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finance

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Corporate finance & FP&A specialist team — FP&A analyst (budgets, forecasts, variance commentary), financial modeler (3-statement, DCF, scenarios), controller (close, JEs, reconciliations), treasury analyst (cash, covenants, FX), valuation analyst (DCF + comps + precedent), audit-prep specialist (PBC, walkthroughs, SOC1/2 narratives), and board-pack composer. skills incl. a gold-standard NetSuite close (OAuth2 M2M + SuiteQL BS/IS trial balance, layperson runbook), templates, a knowledge bank (ASC 805 / 718 / 740, accrual-cutoff, WACC, cost accounting, FP&A operating model + decision support, NetSuite integration landscape), advisory hooks (hardcoded rates / plaintext PII / missing Sources / Assumptions; secrets-PII scan). Inherits ravenclaude-core protocols.

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web-design

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Web design & build specialist team — web architect (IA, stack, hosting), UX designer (wireframes, flows, conversion), visual designer (brand, typography, tokens), frontend implementer (HTML/CSS/JS, React, Astro, Next), content strategist (copy, microcopy, SEO content), accessibility auditor (WCAG 2.2 AA/AAA), and performance engineer (Core Web Vitals, image/font optimization). skills (the gold-standard-website-pipeline gated build pipeline, static-site build, design-system audit, card/tile UI, accessibility review, Core Web Vitals tuning, technical SEO audit, information architecture, conversion design, content audit, design-tokens scaffolding, third-party hygiene, Fluent UI v9 + React implementation), templates, an advisory hook, and a knowledge bank seeded with a curated 2026 reference set of "cutting edge yet simple" marketing-site donors — the design agents carry compact inline priors plus a pointer to the full brief. Inherits ravenclaude-core protocols.

19 skills · 7 commands · 7 agents · hooks · LSP

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edtech-partner-success

claude

EdTech-flavored Partner Success Manager team — specialist agents anchored on the PSM lane, with skills, templates, an advisory hook, a knowledge bank with Mermaid decision trees, a engagement bank, and a stdlib psm_calc.py calculator (seat-utilization / renewal-NRR-forecast / time-to-value). Covers QBRs, success plans, health scores, a self-contained Power-BI-style partner-health report, onboarding, touchpoint logs, adoption sequencing, 90-day implementation arcs, train-the-trainer curricula, advocacy/reference pipelines, renewal decision memos, and the integration contract for a centralized CS dashboard (Planhat + Salesforce + Snowflake + Zapier + Granola). Team growth ships as skills + knowledge + templates, not parallel agents. Primary-source citations with retrieval dates. Vertical-explicit but segment-agnostic — fits K-12, higher-ed, corporate L&D, or mixed EdTech books. Inherits ravenclaude-core protocols including the alternate-methods Capability Grounding Protocol.

17 skills · 5 commands · 6 agents · hooks

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regulatory-compliance

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Financial-regulatory & compliance specialist team — function agents (AML/KYC, regulatory-reporting, risk-and-controls, policy & procedure, examination-prep, Bermuda-insurance) PLUS jurisdiction/regulator specialists: BMA financial-institutions (banking, trust, corporate-services, fund-admin, investment-business, money-service, digital-assets — the primary build-out, with deep AML/ATF + supervision/fees + licensing-classification trees), CIMA (Cayman), Bahamas, Channel Islands (Jersey JFSC + Guernsey GFSC), UK PRA, and US federal+state. primary-source-cited regulator knowledge files, best-practice rules, skills, templates, a defensive PreToolUse hook (PII scrub — SSN/IBAN/credit-card/Bermuda TIN/wire instructions). Positioning reflects field experience inside a Tier-1 financial regulator (BMA). Inherits ravenclaude-core protocols.

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