analyze-prompt
Runs Chat Customizations Evaluations analysis for the active customization file and summarizes the findings from the Problems panel.
Browse reusable Agent Skills, each with a clear purpose and practical guidance.
Runs Chat Customizations Evaluations analysis for the active customization file and summarizes the findings from the Problems panel.
Skill discovery and rule management. Use when starting any conversation to identify applicable skills, and when user states preferences or asks to add/modify rules.
当用户需要编写LangChain或LangGraph相关代码时,提供基于示例代码的编码辅助,包括RAG、Agent、工作流、工具定义、中间件等多种功能模块的实现指导。
Use when reviewing an agent team session export for quality, when asked to "analyze this team session", "review my agent team run", "what went wrong with this session", "how can I improve my agent team usage", or when provided a markdown team session transcript and asked for feedback on agent teams effectiveness.
Use after completed recursive-mode runs accumulate to extract durable experiential memory into `/.recursive/memory/`, then load it for later runs through the canonical loader.
Use when reviewing how skills performed during a session, when the user wants to analyze skill invocations and identify improvements, or when the user says "skill retro", "review skills", "how did skills do", "improve this skill", or "skill retrospective".
Upgrade a plugin's skills, hooks, and patterns to align with latest Claude Code capabilities and best practices. Use when a plugin needs modernization, after Claude Code updates, or when the user says "upgrade plugin", "modernize plugin", or "update plugin to latest patterns".
Audit your Elle context system for staleness, contradictions, bloat, and missing data. Use when context feels stale, after major life changes, or periodically for maintenance. Also use when you notice Elle's responses feel generic or out of date.
Builds and debugs Letta Code channels, including first-party channel adapters and dynamic user channel plugins under ~/.letta/channels. Use when adding Telegram, WhatsApp, Bluesky, Slack, Discord, or custom channel support; testing channel routing, pairing, MessageChannel, runtime dependencies, or channel plugin manifests.