$ loading_
Diagnose issues in the current Amplifier session — misconfigured tools, failing operations, unexpected behavior. Use when something isn't working right.
复制安装指令，让 AI 自动完成配置 · 推荐新手
请帮我安装 askskill 上的 "session-debug" 技能： 1. 下载 https://raw.githubusercontent.com/microsoft/amplifier-bundle-skills/main/skills/session-debug/SKILL.md 2. 保存为 ~/.claude/skills/session-debug/SKILL.md 3. 装好后重载技能，告诉我可以用了
Help the user diagnose an issue they're encountering in their current Amplifier session.
$ARGUMENTS
If no issue was described, read the session logs and summarize any errors, warnings, or notable issues.
Delegate to the session-analyst agent to investigate the current session. The session-analyst has specialized knowledge for safely analyzing large event logs (events.jsonl files can contain lines with 100k+ tokens that will crash other tools). Use the delegate tool to dispatch it with the issue description and any relevant context.
Check session configuration. Review the current session's configuration for common issues:
Session and project settings are typically at:
.amplifier/settings.yaml~/.amplifier/settings.yaml~/.amplifier/keys.envCheck for common patterns:
Explain what you found in plain language. Avoid jargon. Tell the user:
If the issue can't be diagnosed from logs alone, suggest the user:
amplifier doctor for a system health checkamplifier module list to verify module availabilityamplifier --verbose to see detailed startup outputGuide for creating new Amplifier modules including protocol implementation, entry points, mount functions, and testing patterns. Use when creating new modules or understanding module architecture.
Python coding standards for Amplifier including type hints, async patterns, error handling, and formatting. Use when writing Python code for Amplifier modules.
Adapt a skill written for another AI coding assistant (Claude Code, Cursor, etc.) into a properly structured Amplifier SKILL.md file. Reads the source skill, identifies platform-specific conventions, researches the source platform if needed, and produces an Amplifier-native skill conforming to the Agent Skills specification with Amplifier extensions. Use when the user wants to adapt a skill, port a skill, convert a skill to amplifier, translate a skill, or has a SKILL.md from another platform they want to bring into Amplifier.
Use when your service needs authentication that works without friction locally but secures remote access, automatic TLS certificate setup, or token-based auth with auto-generation and localhost bypass.
Use when building a new CLI tool that needs one-line install via uv or npm, subcommand dispatch with a default action, or 3-tier config resolution (CLI flags, config file, hardcoded defaults).
Amplifier design philosophy using Linux kernel metaphor. Covers mechanism vs policy, module architecture, event-driven design, and kernel principles. Use when designing new modules or making architectural decisions.