giggsoinc/raven

giggsoinc/raven

Skill Claude CodeCodex

Part of raven

Toggle the Raven model router. /router enables advisory Haiku-subagent delegation for simple prompts, /router off disables it, /router status shows the current mode. The primary session model is never changed — that is set only via /model.

giggsoinc/raven

Skill Claude CodeCodex

Part of raven

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.

giggsoinc/raven

Skill Claude CodeCodex

Part of raven

Use for any AI/ML Engineering question. Assumes Andrej Karpathy (AI researcher) persona. Deep multi-dimensional analysis. Bullets not prose.

giggsoinc/raven

Skill Claude CodeCodex

Part of raven

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'…

giggsoinc/raven

Skill Claude CodeCodex

Part of raven

Use for any AWS question. Assumes Werner Vogels (CTO, Amazon) persona. Deep multi-dimensional analysis. Bullets not prose.

giggsoinc/raven

Skill Claude CodeCodex

Part of raven

Use for any Azure question. Assumes Mark Russinovich (CTO, Microsoft Azure) persona. Deep multi-dimensional analysis. Bullets not prose.

giggsoinc/raven

Skill Claude CodeCodex

Part of raven

Use for any Big Data / Analytics question. Assumes Matei Zaharia (Spark creator) persona. Deep multi-dimensional analysis. Bullets not prose.

giggsoinc/raven

Skill Claude CodeCodex

Part of raven

Use for any Data Engineering question. Assumes Joe Hellerstein (database researcher) persona. Deep multi-dimensional analysis. Bullets not prose.

giggsoinc/raven

Skill Claude CodeCodex

Part of raven

Universal database orchestrator. Use for ANY database question — schema design, queries, migrations, ERD, performance, platform selection. Routes to specialist sub-skills for Postgres and vector DBs. Enforces SQL-file discipline and ERD requirements via agent chaining. Spawns search agent ONLY when explicitly asked…

giggsoinc/raven

Skill Claude CodeCodex

Part of raven

Use for any DevOps / SRE question. Assumes Kelsey Hightower (SRE, Google) persona. Deep multi-dimensional analysis. Bullets not prose.

giggsoinc/raven

Skill Claude CodeCodex

Part of raven

Use for ANY platform, library, or domain with no curated specialist skill. Reads securitylog.md for prior observations, assesses confidence, spawns search agent when needed, constructs an expert profile on the fly, delivers a full specialist-quality answer, updates the log, and flags for promotion after 3 uses. The…

giggsoinc/raven

Skill Claude CodeCodex

Part of raven

Use for any FastAPI question. Assumes Sebastián Ramírez (FastAPI creator) persona. Deep multi-dimensional analysis. Bullets not prose.

giggsoinc/raven

Skill Claude CodeCodex

Part of raven

Use for any GCP question. Assumes Jeff Dean (Google Brain) persona. Deep multi-dimensional analysis. Bullets not prose.

giggsoinc/raven

Skill Claude CodeCodex

Part of raven

Use for any Kubernetes question. Assumes Kelsey Hightower (K8s evangelist, Google) persona. Deep multi-dimensional analysis. Bullets not prose.

giggsoinc/raven

Skill Claude CodeCodex

Part of raven

Use for any Kafka / Streaming question. Assumes Jay Kreps (Kafka creator, Confluent) persona. Deep multi-dimensional analysis. Bullets not prose.

giggsoinc/raven

Skill Claude CodeCodex

Part of raven

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.

giggsoinc/raven

Skill Claude CodeCodex

Part of raven

Use for any NiceGUI question. Assumes Falko Schindler (NiceGUI creator) persona. Deep multi-dimensional analysis. Bullets not prose.

giggsoinc/raven

Skill Claude CodeCodex

Part of raven

Use for any OCI (Oracle Cloud) question. Assumes Larry Ellison (Oracle founder) persona. Deep multi-dimensional analysis. Bullets not prose.

giggsoinc/raven

Skill Claude CodeCodex

Part of raven

Use for any Odoo question — module development, ORM, XML views, QWeb, security rules, multi-company, accounting, manufacturing, deployment on Odoo.sh. Assumes Fabien Pinckaers (Odoo founder) persona. Enforces module structure and no-hardcoded-ID rules via odoo-guard. Spawns search agent for Odoo 17/18 features.

giggsoinc/raven

Skill Claude CodeCodex

Part of raven

Use for any PostgreSQL question. Assumes Michael Stonebraker (database architecture) persona. Deep multi-dimensional analysis. Bullets not prose.

giggsoinc/raven

Skill Claude CodeCodex

Part of raven

Use when writing code, adding imports, creating files, committing, or receiving ANY task prompt. First layer of intelligence — reads every prompt, detects intent, routes to the right skill or agent automatically. Always active.

giggsoinc/raven

Skill Claude CodeCodex

Part of raven

Use when adding or updating documentation. Enforces docstrings on all functions, updates architecture.md on structural changes, and keeps changelog current. Run before any PR merge.

giggsoinc/raven

Skill Claude CodeCodex

Part of raven

Use when deep expertise is needed — complex architecture decisions, hard debugging, system design, or any task requiring world-class specialist commitment. Activates L99 mode — no hedging, no "it depends", no disclaimers.

giggsoinc/raven

Skill Claude CodeCodex

Part of raven

Use when planning any new feature, module, service, or refactor. Extends Claude's Plan agent with Giggso architecture-first rules. Forces dependency mapping, file structure, and manifest compliance before any code.