AgentSkillsCN

progressive-memory

实现渐进式记忆模式的元技能。将繁杂细节下放到索引化的子文件中，从而让主上下文窗口保持轻量化。

SKILL.md
--- frontmatter
name: progressive-memory
description: Meta-skill for implementing the Progressive Memory pattern. Offloads heavy details to indexed sub-files to keep the main context window light.

Progressive Memory Skill

A meta-skill that formalizes the "Progressive Memory" pattern for AI agents.

The Problem: MEMORY.md grows indefinitely, consuming context tokens and confusing the agent with too much detail. The Solution: Keep MEMORY.md as a lightweight Index, and offload heavy details (logs, lists, configs) to memory/topic.md. The Agent only reads the sub-file when the Index points to it being relevant.

Tools

memorize

Save content to a sub-file and automatically index it in MEMORY.md.

bash
node skills/progressive-memory/index.js memorize "Visual Identity" "White hair, red eyes..."
  • •Creates/Updates memory/visual_identity.md.
  • •Adds - **Visual Identity**: See memory/visual_identity.md to MEMORY.md.

recall

Read a specific memory topic file.

bash
node skills/progressive-memory/index.js recall "Visual Identity"

Best Practices

  1. •Index First: Before adding 50 lines to MEMORY.md, ask "Do I need this every turn?". If no, use Progressive Memory.
  2. •Naming: Use clear, searchable topic names (e.g., suno_presets, project_alpha_specs).
  3. •Context: The Index entry in MEMORY.md should have a short description so the Agent knows why to recall it.