# giggsoinc > Open-source publisher. Listings imported from github.com/giggsoinc — credited to the original author with their license. - **Listings:** 39 - **Total installs:** 0 - **Profile:** https://agentstack.voostack.com/s/giggsoinc - **Website:** https://github.com/giggsoinc ## Published listings - [Bigdata Specialist](https://agentstack.voostack.com/l/skill-giggsoinc-raven-bigdata-specialist) — Skill · Free · security-reviewed — `agentstack add skill-giggsoinc-raven-bigdata-specialist` Use for any Big Data / Analytics question. Assumes Matei Zaharia (Spark creator) persona. Deep multi-dimensional analysis. Bullets not prose. - [Raven Document](https://agentstack.voostack.com/l/skill-giggsoinc-raven-raven-document) — Skill · Free · security-reviewed — `agentstack add skill-giggsoinc-raven-raven-document` Use when adding or updating documentation. Enforces docstrings - [Db Router](https://agentstack.voostack.com/l/skill-giggsoinc-raven-db-router) — Skill · Free · security-reviewed — `agentstack add skill-giggsoinc-raven-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](https://agentstack.voostack.com/l/skill-giggsoinc-raven-raven-test) — Skill · Free · security-reviewed — `agentstack add skill-giggsoinc-raven-raven-test` Use when writing or reviewing tests. Forces test-first discipline — - [Raven Security](https://agentstack.voostack.com/l/skill-giggsoinc-raven-raven-security) — Skill · Free · security-reviewed — `agentstack add skill-giggsoinc-raven-raven-security` Use when doing security review of code, PRs, or before any merge. - [Dynamic Specialist](https://agentstack.voostack.com/l/skill-giggsoinc-raven-dynamic-specialist) — Skill · Free · security-reviewed — `agentstack add skill-giggsoinc-raven-dynamic-specialist` Use for ANY platform, library, or domain with no curated specialist - [Fastapi Specialist](https://agentstack.voostack.com/l/skill-giggsoinc-raven-fastapi-specialist) — Skill · Free · security-reviewed — `agentstack add skill-giggsoinc-raven-fastapi-specialist` Use for any FastAPI question. Assumes Sebastián Ramírez (FastAPI creator) persona. Deep multi-dimensional analysis. Bullets not prose. - [Agent Chaining](https://agentstack.voostack.com/l/skill-giggsoinc-raven-agent-chaining) — Skill · Free · security-reviewed — `agentstack add skill-giggsoinc-raven-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](https://agentstack.voostack.com/l/skill-giggsoinc-raven-terraform-specialist) — Skill · Free · security-reviewed — `agentstack add skill-giggsoinc-raven-terraform-specialist` Use for any Terraform / IaC question. Assumes Mitchell Hashimoto (Terraform creator) persona. Deep multi-dimensional analysis. Bullets not prose. - [Nicegui Specialist](https://agentstack.voostack.com/l/skill-giggsoinc-raven-nicegui-specialist) — Skill · Free · security-reviewed — `agentstack add skill-giggsoinc-raven-nicegui-specialist` Use for any NiceGUI question. Assumes Falko Schindler (NiceGUI creator) persona. Deep multi-dimensional analysis. Bullets not prose. - [Salesforce Specialist](https://agentstack.voostack.com/l/skill-giggsoinc-raven-salesforce-specialist) — Skill · Free · security-reviewed — `agentstack add skill-giggsoinc-raven-salesforce-specialist` Use for any Salesforce question — Apex, SOQL, LWC, Flows, integrations, - [Postgres Specialist](https://agentstack.voostack.com/l/skill-giggsoinc-raven-postgres-specialist) — Skill · Free · security-reviewed — `agentstack add skill-giggsoinc-raven-postgres-specialist` Use for any PostgreSQL question. Assumes Michael Stonebraker (database architecture) persona. Deep multi-dimensional analysis. Bullets not prose. - [Andie Guru](https://agentstack.voostack.com/l/skill-giggsoinc-raven-andie-guru) — Skill · Free · security-reviewed — `agentstack add skill-giggsoinc-raven-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](https://agentstack.voostack.com/l/skill-giggsoinc-raven-db-specialist) — Skill · Free · security-reviewed — `agentstack add skill-giggsoinc-raven-db-specialist` Universal database orchestrator. Use for ANY database question — schema - [Vector Db Specialist](https://agentstack.voostack.com/l/skill-giggsoinc-raven-vector-db-specialist) — Skill · Free · security-reviewed — `agentstack add skill-giggsoinc-raven-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](https://agentstack.voostack.com/l/skill-giggsoinc-raven-security-specialist) — Skill · Free · security-reviewed — `agentstack add skill-giggsoinc-raven-security-specialist` Use for any Application Security question. Assumes Bruce Schneier (security technologist) persona. Deep multi-dimensional analysis. Bullets not prose. - [Kafka Specialist](https://agentstack.voostack.com/l/skill-giggsoinc-raven-kafka-specialist) — Skill · Free · security-reviewed — `agentstack add skill-giggsoinc-raven-kafka-specialist` Use for any Kafka / Streaming question. Assumes Jay Kreps (Kafka creator, Confluent) persona. Deep multi-dimensional analysis. Bullets not prose. - [Raven Plan](https://agentstack.voostack.com/l/skill-giggsoinc-raven-raven-plan) — Skill · Free · security-reviewed — `agentstack add skill-giggsoinc-raven-raven-plan` Use when planning any new feature, module, service, or refactor. - [Andie Frames](https://agentstack.voostack.com/l/skill-giggsoinc-raven-andie-frames) — Skill · Free · security-reviewed — `agentstack add skill-giggsoinc-raven-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](https://agentstack.voostack.com/l/skill-giggsoinc-raven-dataeng-specialist) — Skill · Free · security-reviewed — `agentstack add skill-giggsoinc-raven-dataeng-specialist` Use for any Data Engineering question. Assumes Joe Hellerstein (database researcher) persona. Deep multi-dimensional analysis. Bullets not prose. - [K8s Specialist](https://agentstack.voostack.com/l/skill-giggsoinc-raven-k8s-specialist) — Skill · Free · security-reviewed — `agentstack add skill-giggsoinc-raven-k8s-specialist` Use for any Kubernetes question. Assumes Kelsey Hightower (K8s evangelist, Google) persona. Deep multi-dimensional analysis. Bullets not prose. - [Devops Specialist](https://agentstack.voostack.com/l/skill-giggsoinc-raven-devops-specialist) — Skill · Free · security-reviewed — `agentstack add skill-giggsoinc-raven-devops-specialist` Use for any DevOps / SRE question. Assumes Kelsey Hightower (SRE, Google) persona. Deep multi-dimensional analysis. Bullets not prose. - [Andie](https://agentstack.voostack.com/l/skill-giggsoinc-raven-andie) — Skill · Free · security-reviewed — `agentstack add skill-giggsoinc-raven-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](https://agentstack.voostack.com/l/skill-giggsoinc-raven-andie-jr) — Skill · Free · security-reviewed — `agentstack add skill-giggsoinc-raven-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](https://agentstack.voostack.com/l/skill-giggsoinc-raven-raven-core) — Skill · Free · security-reviewed — `agentstack add skill-giggsoinc-raven-raven-core` Use when writing code, adding imports, creating files, committing, - [Tools Landscape](https://agentstack.voostack.com/l/skill-giggsoinc-raven-tools-landscape) — Skill · Free · security-reviewed — `agentstack add skill-giggsoinc-raven-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](https://agentstack.voostack.com/l/skill-giggsoinc-raven-aws-specialist) — Skill · Free · security-reviewed — `agentstack add skill-giggsoinc-raven-aws-specialist` Use for any AWS question. Assumes Werner Vogels (CTO, Amazon) persona. Deep multi-dimensional analysis. Bullets not prose. - [Oci Specialist](https://agentstack.voostack.com/l/skill-giggsoinc-raven-oci-specialist) — Skill · Free · security-reviewed — `agentstack add skill-giggsoinc-raven-oci-specialist` Use for any OCI (Oracle Cloud) question. Assumes Larry Ellison (Oracle founder) persona. Deep multi-dimensional analysis. Bullets not prose. - [Odoo Specialist](https://agentstack.voostack.com/l/skill-giggsoinc-raven-odoo-specialist) — Skill · Free · security-reviewed — `agentstack add skill-giggsoinc-raven-odoo-specialist` Use for any Odoo question — module development, ORM, XML views, QWeb, - [Task Observer](https://agentstack.voostack.com/l/skill-giggsoinc-raven-task-observer) — Skill · Free · security-reviewed — `agentstack add skill-giggsoinc-raven-task-observer` Meta-skill. Loaded at every session start via CLAUDE.md boot sequence. - [Redis Specialist](https://agentstack.voostack.com/l/skill-giggsoinc-raven-redis-specialist) — Skill · Free · security-reviewed — `agentstack add skill-giggsoinc-raven-redis-specialist` Use for any Redis / Caching question. Assumes Antirez (Redis creator, Salvatore Sanfilippo) persona. Deep multi-dimensional analysis. Bullets not prose. - [Gcp Specialist](https://agentstack.voostack.com/l/skill-giggsoinc-raven-gcp-specialist) — Skill · Free · security-reviewed — `agentstack add skill-giggsoinc-raven-gcp-specialist` Use for any GCP question. Assumes Jeff Dean (Google Brain) persona. Deep multi-dimensional analysis. Bullets not prose. - [Vault Specialist](https://agentstack.voostack.com/l/skill-giggsoinc-raven-vault-specialist) — Skill · Free · security-reviewed — `agentstack add skill-giggsoinc-raven-vault-specialist` Use for any HashiCorp Vault / Secrets question. Assumes Armon Dadgar (Vault creator) persona. Deep multi-dimensional analysis. Bullets not prose. - [Azure Specialist](https://agentstack.voostack.com/l/skill-giggsoinc-raven-azure-specialist) — Skill · Free · security-reviewed — `agentstack add skill-giggsoinc-raven-azure-specialist` Use for any Azure question. Assumes Mark Russinovich (CTO, Microsoft Azure) persona. Deep multi-dimensional analysis. Bullets not prose. - [Log Management Specialist](https://agentstack.voostack.com/l/skill-giggsoinc-raven-log-management-specialist) — Skill · Free · security-reviewed — `agentstack add skill-giggsoinc-raven-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](https://agentstack.voostack.com/l/skill-giggsoinc-raven-aiml-specialist) — Skill · Free · security-reviewed — `agentstack add skill-giggsoinc-raven-aiml-specialist` Use for any AI/ML Engineering question. Assumes Andrej Karpathy (AI researcher) persona. Deep multi-dimensional analysis. Bullets not prose. - [Raven Refactor](https://agentstack.voostack.com/l/skill-giggsoinc-raven-raven-refactor) — Skill · Free · security-reviewed — `agentstack add skill-giggsoinc-raven-raven-refactor` Use when refactoring code to meet Raven standards. Combines - [Raven Review](https://agentstack.voostack.com/l/skill-giggsoinc-raven-raven-review) — Skill · Free · security-reviewed — `agentstack add skill-giggsoinc-raven-raven-review` Use when reviewing code, PRs, or any file changes. Extends - [Raven Expert](https://agentstack.voostack.com/l/skill-giggsoinc-raven-raven-expert) — Skill · Free — `agentstack add skill-giggsoinc-raven-raven-expert` Use when deep expertise is needed — complex architecture decisions, --- Seller on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Install any with `agentstack add `.