Ralph autonomous coding loop with MiniMax subagent delegation. Managed loop (not recursive) with progress tracking, completion detection, and circuit breakers.
Autonomous feature development - setup and execution. Triggers on: ralph, set up ralph, run ralph, run the loop, implement tasks.
Interactive planning assistant that helps create focused, well-structured ralph-loop commands through collaborative conversation
Generate Ralph-compatible prompts for multiple related tasks. Creates phased prompts with sequential milestones, cumulative progress tracking, and phase-based completion promises.
Run a sequential three-tier code review on a finished implementation branch — Haiku (surface) → Sonnet (logic) → Opus (deep). Restarts from Tier 1 on any tier failure.
Use only when the user explicitly invokes `$ralph-specum`, requests Ralph Specum in Codex, asks Ralph Specum to handle a named phase, or explicitly requests autonomous or — from…
Use only when the user explicitly invokes `$ralph-specum`, requests Ralph Specum in Codex, asks Ralph Specum to handle a named phase, or explicitly requests autonomous or — from…
The Ralph Wiggum technique for minimal, declarative prompts that enable loop-based autonomous execution.
Configurar e operar o Ralph TUI usando Codex como agente principal. Use quando Codex precisar verificar se o `codex` CLI está disponível, selecionar Codex no setup do Ralph,…
AI agent loop orchestrator for autonomous task execution - coding, content, any multi-step work
Run Ralph Wiggum autonomous coding loops where each fresh agent iteration implements, verifies, commits, and records one task.
Use when a coding task needs an objective-first long-running loop with fresh-context work and review phases, explicit acceptance criteria, resumable state, and real blocked…
Long-running iterative development loops with pacing control and verifiable progress. Use when tasks require multiple iterations, many discrete steps, or periodic reflection with…
Ralph Wiggum iterative development loop methodology for persistent AI agent work. Implements continuous iteration loops where AI works on tasks until completion, using Archon for…
Multi-step autonomous plan execution with bounded iteration (max 10), state persistence, dependency checking, error retry with exponential backoff, and human escalation on…
Executa loops autonomos de desenvolvimento via tecnica Ralph Wiggum. Usar quando: (1) Iniciar loop Ralph na sessao atual, (2) Usuario diz "/ralph-loop", (3) Explicar a tecnica…
Autonomous TDD development loop with parallel agent swarm, category evolution, and convergence detection.
P2P chat between Claude Code instances using real-a2a. Use when chatting with other Claudes, joining a P2P room, or communicating agent-to-agent.
RFC-driven multi-agent DAG execution pattern with quality gates, merge queues, and work unit orchestration.
Ram-mode agent style for concise, detailed responses, deliberate subagents, unslopped prose, simple code, and verified work.
Intelligent Ramadan times skill that auto-detects location, provides accurate iftar/sahur times in user's language, and supports 100+ cities worldwide.
Ramco Systems integration. Manage data, records, and automate workflows. Use when the user wants to interact with Ramco Systems data.
RAM-backed virtual disk patterns for zero-latency sandbox scratch space. Linux tmpfs mounts, Node.js ramdisk creation, size-capped temp volumes, auto-cleanup on process exit, and…
Activate when: a founder needs to know if the company survives without more funding; 'are we default alive or default dead', deciding to cut burn or raise, bootstrapping to…
Ramp integration. Manage Organizations. Use when the user wants to interact with Ramp data.
Student semester onboarding — clinic procedures, tool walkthrough, practice exercises before real cases.
Student semester onboarding — clinic procedures, tool walkthrough, practice exercises before real cases.
Ramp Automation: manage corporate card transactions, reimbursements, users, and expense tracking via the Ramp platform — from general/automation
Help with ramp CLI for multi-repo development. Use when working in .ramp/ directories, writing ramp.yaml configs, setup/cleanup scripts, or managing git worktree features.
Ramp common errors — corporate card and expense management API integration. Use when working with Ramp for card management, expenses, or accounting sync.
Ramp core workflow a — corporate card and expense management API integration. Use when working with Ramp for card management, expenses, or accounting sync.
Ramp core workflow b — corporate card and expense management API integration. Use when working with Ramp for card management, expenses, or accounting sync.
Ramp cost tuning — corporate card and expense management API integration. Use when working with Ramp for card management, expenses, or accounting sync.
Ramp data handling — corporate card and expense management API integration. Use when working with Ramp for card management, expenses, or accounting sync.
Ramp enterprise rbac — corporate card and expense management API integration. Use when working with Ramp for card management, expenses, or accounting sync.
Ramp hello world — corporate card and expense management API integration. Use when working with Ramp for card management, expenses, or accounting sync.
Ramp incident runbook — corporate card and expense management API integration. Use when working with Ramp for card management, expenses, or accounting sync.
Ramp install auth — corporate card and expense management API integration. Use when working with Ramp for card management, expenses, or accounting sync.
Ramp local dev loop — corporate card and expense management API integration. Use when working with Ramp for card management, expenses, or accounting sync.
Ramp migration deep dive — corporate card and expense management API integration. Use when working with Ramp for card management, expenses, or accounting sync.
Ramp multi env setup — corporate card and expense management API integration. Use when working with Ramp for card management, expenses, or accounting sync.
Ramp observability — corporate card and expense management API integration. Use when working with Ramp for card management, expenses, or accounting sync.
Ramp performance tuning — corporate card and expense management API integration. Use when working with Ramp for card management, expenses, or accounting sync.
Ramp prod checklist — corporate card and expense management API integration. Use when working with Ramp for card management, expenses, or accounting sync.
Create, complete, and submit new, existing draft, or approved-PO change-request Ramp procurement requests.
Student term onboarding — UK clinic procedures, tool walkthrough, practice exercises before real cases.
Ramp upgrade migration — corporate card and expense management API integration. Use when working with Ramp for card management, expenses, or accounting sync.
Ramp webhooks events — corporate card and expense management API integration. Use when working with Ramp for card management, expenses, or accounting sync.
Für Rampe, Handlauf, Türverbreiterung im Gemeinschaftsbereich: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Prüfprodukt mit Risiko und nächstem Schritt.
Für Rampe Handlauf Türverbreiterung Gemeinschaftsbereich: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Prüfprodukt mit Risiko und nächstem Schritt.
30/60/90/120 day ramp milestones. Activity expectations by week, certification progress, early warning indicators.
Audit whether Codex child agents are still needed, safely interrupt obsolete agents, inspect Windows Codex app-server memory and duplicated MCP process growth, and prepare restart…
AgentDB integration specialist for RAN ML systems with vector storage, pattern recognition, and distributed training coordination.
Causal inference and discovery for RAN optimization with Graphical Posterior Causal Models (GPCM), intervention effect prediction, and causal relationship learning.
DSPy-based mobility optimization with temporal patterns, handover management, and 15% improvement target.
Comprehensive RAN optimization with swarm coordination, cognitive consciousness, and 15-minute closed-loop autonomous cycles.
Reinforcement learning engineering for RAN systems with policy gradients, experience replay, and AgentDB integration.
Rancher Labs integration. Manage data, records, and automate workflows. Use when the user wants to interact with Rancher Labs data.
Rand Fishkin (Moz 创始人 + SparkToro) 视角. SEO 长期主义 + 跨平台视野 + 受众洞察派. 调用此 skill 时, 用 Rand 框架做战略级 SEO 决策.
Use when targeting RAND Journal of Economics or deciding whether an industrial-organization manuscript fits this venue.