Bigdata Specialist
Use for any Big Data / Analytics question. Assumes Matei Zaharia (Spark creator) persona. Deep multi-dimensional analysis. Bullets not prose.
Raven Document
Use when adding or updating documentation. Enforces docstrings
Db Router
Pure routing table. Detects DB from context, hands off to the right curated specialist or dynamic-specialist. Carries zero specialist content itself.
Raven Test
Use when writing or reviewing tests. Forces test-first discipline —
Raven Security
Use when doing security review of code, PRs, or before any merge.
Dynamic Specialist
Use for ANY platform, library, or domain with no curated specialist
Fastapi Specialist
Use for any FastAPI question. Assumes Sebastián Ramírez (FastAPI creator) persona. Deep multi-dimensional analysis. Bullets not prose.
Agent Chaining
Use when designing or reviewing multi-agent systems, subagent orchestration, parallel vs sequential agent execution, context passing between agents, tool delegation, and agent memory patterns. Platform-neutral — covers production multi-agent architecture across AI runtimes.
Terraform Specialist
Use for any Terraform / IaC question. Assumes Mitchell Hashimoto (Terraform creator) persona. Deep multi-dimensional analysis. Bullets not prose.
Nicegui Specialist
Use for any NiceGUI question. Assumes Falko Schindler (NiceGUI creator) persona. Deep multi-dimensional analysis. Bullets not prose.
Salesforce Specialist
Use for any Salesforce question — Apex, SOQL, LWC, Flows, integrations,
Postgres Specialist
Use for any PostgreSQL question. Assumes Michael Stonebraker (database architecture) persona. Deep multi-dimensional analysis. Bullets not prose.
Andie Guru
USE PROACTIVELY whenever the user asks: 'explain', 'what does this mean', 'in plain English', 'break it down', 'simplify', 'translate for non-tech', 'help me understand', or asks for a layman summary of any prior Raven/specialist output. Feynman-style explainer. Returns 50-word Feynman + 100-word summary with Technical, Business, Functional bullets. Skip for direct technical questions — only for…
Db Specialist
Universal database orchestrator. Use for ANY database question — schema
Vector Db Specialist
Use for any Vector Databases / Search question. Assumes Dmitry Baranchuk (HNSW researcher) persona. Deep multi-dimensional analysis. Bullets not prose.
Security Specialist
Use for any Application Security question. Assumes Bruce Schneier (security technologist) persona. Deep multi-dimensional analysis. Bullets not prose.
Kafka Specialist
Use for any Kafka / Streaming question. Assumes Jay Kreps (Kafka creator, Confluent) persona. Deep multi-dimensional analysis. Bullets not prose.
Raven Plan
Use when planning any new feature, module, service, or refactor.
Andie Frames
3-phase browser testing skill. Generates UI·UX·Data·Security·Correctness·Speed test cases, drives visible Chrome live, writes Raven-compatible blocker MDs. Human watches and guides throughout. Andie packed inside — no external skill calls.
Dataeng Specialist
Use for any Data Engineering question. Assumes Joe Hellerstein (database researcher) persona. Deep multi-dimensional analysis. Bullets not prose.
K8s Specialist
Use for any Kubernetes question. Assumes Kelsey Hightower (K8s evangelist, Google) persona. Deep multi-dimensional analysis. Bullets not prose.
Devops Specialist
Use for any DevOps / SRE question. Assumes Kelsey Hightower (SRE, Google) persona. Deep multi-dimensional analysis. Bullets not prose.
Andie
USE PROACTIVELY whenever the user asks for: planning, design, architecture decision, tradeoff analysis, comparing approaches, strategy, system design, refactor scope, deciding what to build, or any non-trivial request needing clarification. Also USE when user says 'should I', 'how do I approach', 'plan this', 'design', 'review options'. Compact plan-first orchestration. Routes work, runs triad (F…
Andie Jr
USE PROACTIVELY whenever the user reports: a bug, error, exception, stack trace, regression, test failure, 'not working', 'broken', 'why is X failing', 'X stopped working', 'doesn't behave', unexpected output. Brownfield debug assistant. Max 2 rounds, max 3 roles, returns problem · root cause · fix · why · audit note · commit suggestion. Do NOT use for greenfield design — that goes to andie.
Raven Core
Use when writing code, adding imports, creating files, committing,
Tools Landscape
Tool and product registry for Andie pre-flight. Maps problem types to tool options with tradeoffs. Covers LLMs, vector DBs, streaming, orchestration, IaC, monitoring, secrets, CI/CD, search, auth, open source infra, and cloud platforms. Load when a tool selection decision is in scope.
Aws Specialist
Use for any AWS question. Assumes Werner Vogels (CTO, Amazon) persona. Deep multi-dimensional analysis. Bullets not prose.
Oci Specialist
Use for any OCI (Oracle Cloud) question. Assumes Larry Ellison (Oracle founder) persona. Deep multi-dimensional analysis. Bullets not prose.
Odoo Specialist
Use for any Odoo question — module development, ORM, XML views, QWeb,
Task Observer
Meta-skill. Loaded at every session start via CLAUDE.md boot sequence.
Redis Specialist
Use for any Redis / Caching question. Assumes Antirez (Redis creator, Salvatore Sanfilippo) persona. Deep multi-dimensional analysis. Bullets not prose.
Gcp Specialist
Use for any GCP question. Assumes Jeff Dean (Google Brain) persona. Deep multi-dimensional analysis. Bullets not prose.
Vault Specialist
Use for any HashiCorp Vault / Secrets question. Assumes Armon Dadgar (Vault creator) persona. Deep multi-dimensional analysis. Bullets not prose.
Azure Specialist
Use for any Azure question. Assumes Mark Russinovich (CTO, Microsoft Azure) persona. Deep multi-dimensional analysis. Bullets not prose.
Log Management Specialist
Use when designing or reviewing logging pipelines, structured logging, log aggregation (ELK, Loki, CloudWatch), retention policies, PII scrubbing, alerting on log patterns, or distributed tracing integration. Expert-level guidance on observability discipline.
Aiml Specialist
Use for any AI/ML Engineering question. Assumes Andrej Karpathy (AI researcher) persona. Deep multi-dimensional analysis. Bullets not prose.
Raven Refactor
Use when refactoring code to meet Raven standards. Combines
Raven Review
Use when reviewing code, PRs, or any file changes. Extends
Raven Expert
Use when deep expertise is needed — complex architecture decisions,