AI Engineering

MyAgents Memory Gardener trims long-term memory layers by deleting stale items, demoting stories to topics, and merging reusable rules. Use it for periodic cleanup of memory files and run reports in a MyAgents workspace.

MyAgents Memory Molt audits and rewrites long-term memory after a 14-day cycle. Use it when you need to challenge old beliefs, verify facts externally, and update SOUL, USER, or MEMORY files.

MyAgents Memory Update performs an incremental memory consolidation for the current session. Use it when you need to update workspace memory with only the new, verified state changes and collaboration lessons from this interaction.

MyAgents Task Automation helps agents create, validate, and manage scheduled or condition-based work that continues after the current chat. Use it for reminders, recurring checks, cron jobs, and cases where a local detector should decide whether to wake AI.

Prompt Writer helps you write or improve prompts and system prompts for LLM tasks. Use it when you need to choose how tightly to constrain a model for formats, generation, extraction, or agent instructions.

Skill Creator helps create new skills, improve existing ones, and measure how well they work. Use it when you want to draft a skill, run evals, benchmark results, or refine a skill description for better triggering.

Task Alignment helps you decide whether an idea should stay in the conversation, be handled now, or become a formal task for later dispatch. It is used to clarify scope, constraints, and verification before work starts.

Task Implement executes dispatched tasks from alignment documents, breaks work into steps, delegates when useful, verifies results, and reports back. Use it when a task is handed off from the task panel or you want the agent to start implementation.

Tool Creator 把可复用的需求封装成标准化的 Agent-CLI 工具，并注册进 MyAgents 工具表。适合把会反复出现的自动化任务做成可被未来会话直接发现和调用的命令。

CMMC Governance And Risk helps defense contractors map CMMC 2.0, NIST SP 800-171, and DFARS requirements to the right assessment track. It is used for gap analysis, SSPs, POA&Ms, SPRS scoring, and subcontractor compliance decisions.

DORA advises on Regulation (EU) 2022/2554 for EU financial entities. Use it for ICT risk management, incident reporting, third-party risk, TLPT, and other digital operational resilience obligations.

Ear provides guidance on EAR export control questions, including ECCN classification, license analysis, restricted party screening, and EAR versus ITAR jurisdiction. Use it when checking dual-use items, license exceptions, or BIS compliance obligations.