React Developer
Expert knowledge in React development, hooks, state management, and modern React patterns
Mobile Developer
Expert knowledge in mobile app development for iOS, Android, and cross-platform solutions
Networked Research
Search and read the live web for current documentation, APIs, libraries, examples, breaking changes, and unfamiliar technologies. Use when the user asks for online research, current knowledge, web pages, URLs, external docs, internet learning, or when the assistant needs to learn something new from the public web before answering or coding.
Ankaloop
Out-of-the-box coding-agent runtime for terminal, IDE, server, and Telegram: built-in tools, subagents, skills, memory, MCP/ACP, hooks, and automation.
Python Expert
Python development best practices and advanced patterns
Gh Ci Analyzer
使用 gh CLI 分析 GitHub Actions CI 日志，提供结构化的故障诊断和报告
Skill Creator
Create or update AMCP skills. Use when designing, structuring, or packaging skills with scripts, references, and assets. This skill should be used when users want to create a new skill (or update an existing skill) that extends AMCP's capabilities with specialized knowledge, workflows, or tool integrations.
Ai Engineer
Expert knowledge in AI/ML development, model deployment, and MLOps practices
Session Cleanup
Backup old AMCP sessions by renaming with execution date, then clean and compact sessions and memory.
Skill Creator
Create or update AnkaLoop skills. Use when designing, structuring, or packaging skills with scripts, references, and assets. This skill should be used when users want to create a new skill (or update an existing skill) that extends AnkaLoop's capabilities with specialized knowledge, workflows, or tool integrations.
Telegram Sender
Send and edit Telegram messages, and send photos via Bot API. Use when AnkaLoop needs to send text, reply to a specific message, edit an existing message, send an image, or push proactive notifications (cron results, heartbeat alerts, task status). Requires ANKA_TELEGRAM_BOT_TOKEN env var.
Telegram Sender
Send and edit Telegram messages via Bot API. Use when AMCP needs to send a message, reply to a specific message, edit an existing message, or push proactive notifications (cron results, heartbeat alerts, task status). Requires AMCP_TELEGRAM_BOT_TOKEN env var.
Heartbeat
Periodic heartbeat check that reads HEARTBEAT.md from the workspace and executes any tasks listed there. Use for autonomous background monitoring, periodic maintenance, and proactive task execution. Triggered by a cron schedule.
Networked Research
Search and read the live web for current documentation, APIs, libraries, examples, breaking changes, and unfamiliar technologies. Use when the user asks for online research, current knowledge, web pages, URLs, external docs, internet learning, or when the assistant needs to learn something new from the public web before answering or coding.
Context Management
Learn how to manage conversation context in AMCP to avoid LLM API errors from exceeding context windows. This skill covers SmartCompactor strategies, token estimation, configuration, and best practices.
Code Review
Provides expert code review guidelines and best practices
Session Cleanup
Backup old AnkaLoop sessions by renaming with execution date, then clean and compact sessions and memory.
Gh Pr Review
Review GitHub Pull Requests using the gh CLI. Use when a user asks to review a PR, perform code review, check a pull request, or provide feedback on proposed changes. Triggers on phrases like "review PR", "review pull request", "check PR", "code review".
Security Best Practices
Security best practices and vulnerability prevention guidelines