giggsoinc

64 mods across 1 repository, 5 stars between them.

andie-jr

25

giggsoinc/raven

Command

Force-invoke Andie-jr, Raven's brownfield debug assistant, for any bug, error, regression, stack trace, or "not working" case. Use this when the automatic triage router did not fire but you want a structured 2-round triage. For planning or design, use /andie instead.

5 2d ago A 69 tokens original MIT

andie

26

giggsoinc/raven

Command

Force-invoke Andie, Raven's orchestration layer, for planning, architecture, tradeoff analysis, or any non-trivial decision. Use this when the automatic routers did not load Andie but you want her anyway. For bugs, errors, and "not working" cases, use /andie-jr instead.

5 2d ago A 66 tokens original MIT

raven-approve

27

giggsoinc/raven

Command

Use when an architect wants to approve a pending library request. Updates manifest.json and notifies the requesting developer.

5 2d ago A 27 tokens original MIT

raven-debug

28

giggsoinc/raven

Command

Use to run a full Raven boot diagnostic. Checks all files, agents, manifest, and hooks are correctly installed. If no manifest exists, runs first-run discovery instead of erroring.

5 2d ago B 41 tokens original MIT

raven-harden

29

giggsoinc/raven

Command

Reviews securitylog.md and promotes accumulated observations into permanent rules. Hardens confirmed patterns into CLAUDE.md. Promotes dynamic specialist profiles with 3+ uses into curated skills. Classifies findings into internalravenops.md or generalsecuritypatterns.md. The weekly learning loop.

5 2d ago A 61 tokens original MIT

raven-incident

30

giggsoinc/raven

Command

Use to create a manual incident report for Guard events or production issues. Classifies as P1/P2/P3 and notifies Prism7.

5 2d ago A 34 tokens original MIT

raven-init

31

giggsoinc/raven

Command

Initialize Raven for a new project. Generates manifest.json interactively, validates against schema, commits with audit trail.

5 2d ago A 26 tokens original MIT

giggsoinc/raven

Command

Use to register a project in the Raven registry so it gets included in future raven-registry-sync updates. Run from inside the project directory, or pass the path explicitly. Also supports listing all registered projects and removing stale entries.

5 2d ago A 51 tokens original MIT

raven-registry-sync

33

giggsoinc/raven

Command

Use to sync all registered Raven projects to the current engine version. Reads /.raven/registry.json, diffs installed versions against raven-core/VERSION, updates stale projects (scripts, MCP, skills, version stamp), commits each, pushes to GitHub, and updates the registry backup. Run after any raven-core update or…

5 2d ago A 78 tokens original MIT

raven-scaffold

34

giggsoinc/raven

Command

Use when starting a new feature, module, or component. Forces architecture-first planning — generates dependency map and implementation plan before any code is written.

5 2d ago A 34 tokens original MIT

raven-search

35

giggsoinc/raven

Command

Use when developer wants to find, evaluate, or install a new Claude skill. Searches anthropics/skills and GitHub, runs security audit, shows preview, requires architect approval before installing.

5 2d ago A 42 tokens original MIT

raven-sync

36

giggsoinc/raven

Command

Use when requirements.txt or pyproject.toml has changed and you want to sync all libraries into manifest.json. CVE checks each one. Approved libraries are auto-added. Blocked ones are flagged. Run after pip install or when onboarding a new project.

5 2d ago A 55 tokens original MIT

run-costs

37

giggsoinc/raven

Command

Local cost calculator plus optional cloud billed pull (Claude / OpenAI / xAI). Use for session cost, actual spend, billed USD.

5 2d ago A 32 tokens original MIT

agent-chaining

38

giggsoinc/raven

Skill Claude CodeCodex

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.

5 2d ago A 50 tokens original MIT

aiml-specialist

39

giggsoinc/raven

Skill Claude CodeCodex

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

5 2d ago A 36 tokens original MIT

andie

40

giggsoinc/raven

Skill Claude CodeCodex

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'…

5 2d ago A 118 tokens original MIT

aws-specialist

41

giggsoinc/raven

Skill Claude CodeCodex

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

5 2d ago A 33 tokens original MIT

azure-specialist

42

giggsoinc/raven

Skill Claude CodeCodex

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

5 2d ago A 35 tokens original MIT

bigdata-specialist

43

giggsoinc/raven

Skill Claude CodeCodex

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

5 2d ago A 36 tokens original MIT

dataeng-specialist

44

giggsoinc/raven

Skill Claude CodeCodex

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

5 2d ago A 34 tokens original MIT

db-specialist

45

giggsoinc/raven

Skill Claude CodeCodex

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…

5 2d ago A 72 tokens original MIT

devops-specialist

46

giggsoinc/raven

Skill Claude CodeCodex

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

5 2d ago A 40 tokens original MIT

dynamic-specialist

47

giggsoinc/raven

Skill Claude CodeCodex

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…

5 2d ago A 74 tokens original MIT

fastapi-specialist

48

giggsoinc/raven

Skill Claude CodeCodex

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

5 2d ago A 35 tokens original MIT

At most 3 mods per repository are shown here — the rest are on their repository pages: