Reviews technical specifications for completeness, feasibility, and production readiness. Validates architecture, APIs, security, and operational concerns. Use when reviewing tech specs before implementation or architecture review meetings.
Multi-model consensus building through structured debate using PAL MCP. Use for complex decisions, architectural choices, technology evaluations, or when you need multiple perspectives. Triggers on requests for second opinions, debates, or consensus building.
Record business decisions with context and reasoning. Use when making choices, resolving questions, or committing to a direction that should be documented.
MANDATORY skill creation framework for ALL skill creation requests. USE WHEN user wants to create, validate, update, or canonicalize a skill, OR user mentions skill creation, skill development, new skill, build skill, OR user references skill compliance, skill structure, or skill architecture.
MUST be loaded before working with any Skill. Covers creating, building, reviewing, assessing, checking, auditing, evaluating, updating, modifying, and improving skills. Invoke PROACTIVELY before writing or changing any SKILL.md file. Provides structure, workflows, and validation for skill development. Supports both personal skills and standalone distributable skills (GitHub repos). (user)
Unified memory substrate. Store facts, patterns, and context. Query with remember, consult, and stats commands.
Interview user in-depth about what they're building, then write a comprehensive spec. Use when the user wants to plan a feature, design a system, or needs help defining requirements.
Creates comprehensive tutorials to teach users any skill from the skills library. Use when users want to learn a skill, need a tutorial, ask for guidance on using a skill, or want to apply a skill to their project. Guides users from understanding to practical implementation through hands-on exercises.
Summarize skill usage logs into JSON and HTML upkeep reports, and propose conservative skill improvements with human approval. Use when asked to digest skill telemetry, generate upkeep summaries, or produce skill usage stats.
Design collaborative group projects with role assignments, scaffolding, team rubrics, and conflict resolution protocols. Use for team-based learning. Activates on "group project", "team assignment", "collaborative work", or "team learning".
Persistent memory and context compression for Claude Code. Use when setting up or operating MemoryLane in a project, recalling or storing memories, reviewing insights, curating low-quality memories, or checking cost/token savings and automatic context injection.
Guides efficient learning by prioritizing encoding over retrieval. Use when discussing study strategies, flashcards, active recall, spaced repetition, Anki, or when user asks how to remember or study something.
Create a concise plan. Use when a user explicitly asks for a plan related to a coding task.
Create a concise plan. Use when a user explicitly asks for a plan related to a coding task.
Expert guidance for creating, writing, building, and refining Opencode Skills. Use when working with SKILL.md files, authoring new skills, improving existing skills, or understanding skill structure and best practices.
요구사항을 분석하여 명세서와 사용자 스토리를 작성합니다. "명세 작성해줘", "요구사항 정리해줘", "스펙 문서 만들어줘", "사용자 스토리 작성해줘" 등을 요청할 때 활성화됩니다.
Create a concise plan. Use when a user explicitly asks for a plan related to a coding task.
Provide personalized tutoring support with adaptive explanations, worked examples, hints, and misconception remediation. Use for one-on-one learning support. Activates on "tutor", "explain this", "I don't understand", or "help me learn".
Analyze current session history to learn from mistakes and crystallize a new skill. Use this when you successfully solved a hard problem after trial and error, and want to save the solution for future use.
