data-model
169Command Claude Code
Design data schema with evolution strategy. Usage: /mindforge:data-model [domain] [--style oltp|olap|hybrid] [--contracts].
Command Claude Code
Design data schema with evolution strategy. Usage: /mindforge:data-model [domain] [--style oltp|olap|hybrid] [--contracts].
Command Claude Code
Design data pipeline with quality gates. Usage: /mindforge:data-pipeline [domain] [--type batch|streaming|hybrid] [--orchestrator airflow|dagster].
Command Claude Code
Run post-implementation cleanup pass. Removes debug code, test slop, commented blocks, inconsistent naming, and TODO hacks. Usage - /mindforge:de-slop [path] [--dry-run] [--category debug|test|comments|naming|todos|all].
Command Claude Code
Systematic debugging using the Debug Specialist persona with full RCA protocol.
Command Claude Code
Design graceful degradation strategy with availability tiers. Usage - /mindforge:degrade [service] [--tiers 3] [--shed-at 80%].
Command Claude Code
Task decomposition and delegation planning. Usage: /mindforge:delegate [project] [--team-size number] [--timeline weeks].
Command Claude Code
Execute staged deployment rollout with canary and rollback. Usage - /mindforge:deploy [--depth quick|standard|deep] [--skip-canary] [--rollback].
Command Claude Code
Create design system token architecture. Usage: /mindforge:design-tokens [--layers primitive|semantic|component] [--theme dark|light].
Command Claude Code
Planning without discussion produces generic plans.
Command Claude Code
Launch parallel multi-model execution via tmux and git worktrees. Usage - /mindforge:dmux [task-file.json] [--max-panes 5] [--model-per-pane].
Command Claude Code
Smart natural language dispatcher to route intent to the right MindForge command.
Command Claude Code
Design ecommerce platform architecture. Usage: /mindforge:ecommerce [component] [--type marketplace|direct|hybrid].
Command Claude Code
Design edge computing architecture. Usage: /mindforge:edge [service] [--runtime workers|vercel|deno] [--regions global|specific].
Command Claude Code
Design educational technology platform. Usage: /mindforge:edtech [component] [--type lms|assessment|adaptive].
Command Claude Code
Design embedding and vector search system. Usage: /mindforge:embeddings [domain] [--db pinecone|weaviate|qdrant|pgvector] [--hybrid true|false].
Command Claude Code
Design environment management system. Usage: /mindforge:environments [scope] [--type preview|ephemeral|staging] [--lifecycle hours|days|permanent].
Command Claude Code
Score the last task using eval-harness rubrics and track pass@k metrics. Usage - /mindforge:eval [eval-name] [--grader code|model|human] [--k 5] [--type capability|regression].
Command Claude Code
Design event-driven message flow with ordering and delivery guarantees. Usage - /mindforge:events [domain] [--broker kafka|rabbitmq|sqs] [--guarantee at-least-once].
Command Claude Code
Review mature instincts and promote qualifying ones to full skills. Usage - /mindforge:evolve-skills [--dry-run] [--threshold 0.85] [--min-applications 5].
Command Claude Code
1. Read STATE.md — confirm phase [N] is in "planned" status.
Command Claude Code
Design A/B test with statistical rigor. Usage: /mindforge:experiment [feature] [--metric conversion|engagement|revenue] [--duration 2w].
Command Claude Code
Design feature flag strategy with lifecycle management. Usage - /mindforge:feature-flags [feature] [--type release|experiment|operational] [--rollout 5%].
Command Claude Code
Design ML feature store. Usage: /mindforge:feature-store [domain] [--store feast|tecton|vertex] [--type batch|realtime|both].
Command Claude Code
Estimate and optimize cloud infrastructure costs. Usage - /mindforge:finops [service] [--forecast 6m] [--target-savings 20%].
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: