В каталоге 183 730 навыков в 14 категориях.
持久化执行-验证-修复循环，直到任务完成
Use when the user explicitly asks to use Ralph mode for persistent plan-execute-check-retry loops that keep going until...
Self-referential loop until task completion with configurable verification reviewer
Convert PRDs to prd.json format for the Ralph autonomous agent system. Use when you have an existing PRD and need to con...
Create and run Ralph loops for structured AI-driven development. Triggered by "create a ralph loop for X" or "ralph plan...
Self-referential loop until task completion with architect verification
Run Kairos tasks one by one in a Ralph loop, through the steps of /kairos:implement.
Persistent completion mode. Use when the user explicitly says `/ralph` or clearly wants you to keep iterating until the...
Set up Ralph for autonomous feature development. Use when starting a new feature that Ralph will implement. Triggers on:...
Run RALPH autonomous development loop. Converts PRD markdown to prd.json and runs autonomous implementation.
Convert a PRD markdown file to prd.json and set up Ralph loop infrastructure for autonomous development with feature bra...
Ralph - persistent self-referential execution loop wrapping ultrawork with independent verifier verification
Convert PRDs to prd.json format and run the Ralph autonomous agent system. Use when converting PRDs to Ralph format OR r...
This skill guides users through setting up and running Ralph - an autonomous coding loop that repeatedly feeds prompts t...
Execute iterative task loop until completion criteria are met - iteration beats perfection
Convert an ML PRD into prd.json for ML-Ralph. Use when you have an ML PRD and need prd.json. Triggers on: convert this p...
Specification-first AI development powered by Ouroboros. Socratic questioning exposes hidden assumptions before writing...
Queue processing with fresh context per phase. Processes N tasks from the queue, spawning isolated subagents to prevent...
Ralph autonomous coding loop with MiniMax subagent delegation. Managed loop (not recursive) with progress tracking, comp...
Autonomous feature development - setup and execution. Triggers on: ralph, set up ralph, run ralph, run the loop, impleme...
Iterative task completion loop with Definition of Done verification. Combines the Ralph Wiggum technique (prompt re-inje...
Iterative measurement-driven improvement loop. Measure, profile, mutate, re-measure, commit. Works for performance, bund...
Execute iterative development loop through user stories. Implements one story at a time with quality gates, commits, and...
Run a ticket queue across agent sessions with a self-verifying loop: one item per iteration, verification gates outside...
Add new stories to an existing prd.json without resetting completed story statuses. Use this to extend a project with ne...
Interactive planning skill for Amp. Generates specs, implementation plans, and loop infrastructure through clarifying qu...
Use this skill when Ralph is working autonomously through Brain Dump backlogs. Covers ticket selection, implementation p...
Enables autonomous development loops that run until all tasks pass. Use when the user says "until done", "keep going", "...
Fresh-instance orchestration for multi-story features. Use when N>5 stories risk context exhaustion. Spawns fresh Claude...
Loop-aware skill for iteratively addressing bugbot feedback on PRs. Fetches unresolved bugbot comments, triages them, fi...
Run Ralph autonomous build loop. Use when user asks to "ralph build", "run build loop", or needs to process subtasks aut...
Run Ralph calibration checks to analyze intention drift, technical quality, and self-improvement opportunities. Use when...
Interactive planning skill for Claude Code. Generates specs, implementation plans, and loop infrastructure through clari...
Remove worktrees after successful PR merge. Cleans up git worktrees, branches, and updates manifest.
Consult Ralph CLI reference. Use when: User asks about commands, syntax, or options for Ralph CLI. Not for: Workflow des...
Use this skill when developing code, especially during a TDD cycle. This is the "Green" phase of TDD
Generate high-quality content iteratively with LLM-driven orchestration. Uses Opus 4.5 for all decisions including quali...
Convert markdown PRD to prd.json format for Ralph Zero autonomous execution. Validates story structure, checks dependenc...
Converts Product Requirements Documents into prd.json format for the Ralph autonomous agent system. Use when preparing P...
Use this skill when the user asks to "analyze my content", "learn my writing style", "research competitors", "find conte...
Design Ralph loops. Use when: You need to plan, architect, or structure a new autonomous loop. Not for: Running loops or...
Ralph Loop 기반 체계적인 앱 개발 워크플로우입니다. 기능 개발, 버그 수정, 리팩토링을 5단계 (탐색 -> 계획 -> 개발 -> 리뷰 -> 수정) 프로세스로 진행하며, 리뷰/수정 단계를 사용자 지정 횟수만큼...
Abandon RALPH worktree without merging changes
Autonomous execution loop that processes a Beads epic task-by-task with fresh subagents, two-stage review, and circuit b...
Autonomously implement user stories from the PRD, running quality gates and committing after each successful story. Main...
Execute Ralph loops. Use when: Running the autonomous loop, managing tasks, or handling backpressure. Not for: Designing...
Hypothesis-driven experiment loop with structured notebook, git checkpoint/revert, and agent delegation
Ralph-v2 post-iteration feedback batch protocol for creating feedback directories, authoring feedbacks.md, and advancing...
Start autonomous Ralph loop - work through PRD tasks iteratively until complete
Converts a PRD markdown file into GitHub Issues (parent + sub-issues) for ralph-github-start-loop to execute. Use when u...
Runs autonomous loop fetching stories from GitHub Issues. Implements and closes issues as done. Triggers on "loop throug...
Transform any workflow, skill, or process into a RALPH-style iterative architecture with quality gates and state persist...
Initialize a project with Ralph workflow structure (specs, prompts, loop script). Use when starting a new project or add...
Initialize a PRD (Product Requirements Document) for structured ralph-loop execution
Run the open tasks of a Kairos initiative in a Ralph loop, in the sequence of their blocks edges.
Integrate completed agent work by rebasing all feature branches on main. Prepares for pre-PR review phase.
Converts a PRD or plan markdown file into prd.json format for ralph-json-start-loop to execute autonomously. Use when us...
Runs the Ralph autonomous loop. Executes stories from prds/*.json using git worktrees.
Ralph-v2 knowledge extraction, staging, merge, and promotion reference. Use when running Librarian EXTRACT, STAGE, or PR...
Activate autonomous Ralph Wiggum loop mode for iterative task completion. Use when you have a well-defined task with cle...
Use after first code change. Autonomous iteration until all quality gates pass (max 7 iterations).
Setup the Ralph autonomous AI coding loop - ships features while you sleep
Run Ralph-style iterative loops for reasoning, alignment, learning, planning, and handoff with strong evidence disciplin...
Autonomous feature development loop. Executes complete 9-phase cycle (Interview -> Think Critically -> Plan -> Branch ->...
Codex-compatible Ralph loop runner with dual engines (compat local state loop + optional open-ralph-wiggum backend).
Start a Ralph Wiggum autonomous task loop that keeps Claude working until a task is complete. Uses the Stop hook pattern...
Ralph Wiggum-inspired automation loop for specification-driven development. Orchestrates task implementation, review, cl...
Ralph Loop plugin manager. Provides start, cancel, status, and help commands for autonomous task loops. Enforces safety...
Iterative development loop methodology for autonomous AI work. Configure self-correcting coding loops that iterate until...
Execute an autonomous, test-driven, hypothesis-validated Ralph Loop until a falsifiable finish condition is strictly met...
Execute an autonomous development loop that picks one task per iteration, implements it, verifies it, and commits the re...
Autonomous iteration loop with dual-mode support. Standalone mode uses Stop hooks (RALPH_ACTIVE=1). Multi-agent mode use...
任务管理系统模板生成器 - 根据用户输入或JSON配置生成完整的任务管理结构（模板生成器，非直接执行器）
Ralph Loop Best Practices - Guidelines for effective autonomous iteration. Based on Anthropic's official ralph-loop plug...
Guide for using /ralph-loop command for long-running autonomous tasks. Use when starting iterative development loops, im...
Automated iterative agent runner for spec-based development in Kiro. Wraps kiro-cli in a self-correcting bash loop that...
Autonomous agent loop for completing features. Use when asked to 'use ralph', 'ralph this', or to autonomously implement...
Manage persistent memories. Use when: Storing or retrieving patterns, decisions, and fixes across sessions. Not for: Tem...
Query and manage RALPH's persistent memory layer
Show memory buffer status including pending, synced, and failed entry counts. Quick health check without syncing.
Sync buffered memories to Cognee. Use when agent-memory reconnects or to force sync pending entries.
Merge completed RALPH worktree changes to main branch
Monitor and report on Ralph Wiggum loop progress. Provides real-time status, iteration summaries, and progress tracking...
Extend RALPH loops across multiple models, coordinating roles, evidence, and confidence ceilings per model.
Select and execute the next TDD task phase from SCOPES.yml
Orchestrates the full Ralph autonomous agent pipeline from requirements gathering to execution. Use when building new fe...
Pause RALPH execution after current subtask
Step-by-step guidance for ralph plan.
Decompose PRD stories into implementation subtasks using the Planner agent
Interactive planning assistant that helps create focused, well-structured ralph-loop commands through collaborative conv...
Interactive vision planning using Socratic method. Use when user asks to "ralph plan vision", "plan a vision", "ralph pl...
Generate a structured PRD with user stories from requirements. Creates prd.json and initializes progress tracking for au...
Unified planner+executor for continuous workflow
Ralph-v2 planning artifact templates and task decomposition scaffolding. Use when creating or updating `plan.md`, `progr...
Use this skill to create a PR for a completed task
Create Product Requirements Document (PRD) and setup for Ralph autonomous loop. Use when user runs /create-prd command,...