Agent Skills
› NeverSight/learn-skills.dev
› memory-manager
memory-manager
GitHub用于跨会话持久化存储项目知识的记忆管理器。支持因果、程序等四种记忆类型，记录错误模式与解决方案，实现自主编码中的知识复用与自我修复。
Trigger Scenarios
需要存储跨会话的项目知识或错误解决方案
检索类似的历史错误及对应修复方案
管理因果记忆链以实现自我修复
集成到错误恢复或上下文压缩流程中
Install
npx skills add NeverSight/learn-skills.dev --skill memory-manager -g -y
SKILL.md
Frontmatter
{
"name": "memory-manager",
"layer": "context-engineering",
"version": "1.0.0",
"category": "autonomous-coding",
"description": "External persistent memory for cross-session knowledge. Use when storing error patterns, retrieving learned solutions, managing causal memory chains, or persisting project knowledge."
}
Memory Manager
External persistent memory system for maintaining knowledge across autonomous coding sessions.
Quick Start
Store a Memory
from scripts.memory_manager import MemoryManager
memory = MemoryManager(project_dir)
memory.store(
key="auth_solution",
value="Added User-Agent header to fix 403",
memory_type="causal"
)
Store Causal Chain (Error→Solution)
memory.store_causal_chain(
error="403 Forbidden on API call",
solution="Add User-Agent header to requests"
)
Retrieve Similar Errors
solutions = memory.get_similar_errors("403 error calling API")
# Returns: [{"error": "403 Forbidden...", "solution": "Add User-Agent..."}]
Memory Types
┌─────────────────────────────────────────────────────────────┐
│ MEMORY TYPES │
├─────────────────────────────────────────────────────────────┤
│ │
│ EPISODIC │
│ ├─ Past events and outcomes │
│ ├─ "Last time we deployed, X happened" │
│ └─ Session summaries │
│ │
│ PROCEDURAL │
│ ├─ Learned skills and patterns │
│ ├─ "How to set up database migrations" │
│ └─ Working code patterns │
│ │
│ SEMANTIC │
│ ├─ Factual knowledge about project │
│ ├─ "Database uses PostgreSQL" │
│ └─ Architecture decisions │
│ │
│ CAUSAL │
│ ├─ Error → Solution chains │
│ ├─ "403 error → Add User-Agent header" │
│ └─ Self-healing patterns │
│ │
└─────────────────────────────────────────────────────────────┘
Storage Location
project/
└── .claude/
└── memory/
├── episodic.json
├── procedural.json
├── semantic.json
└── causal.json
Causal Memory Pattern
# Traditional error handling:
# Error occurs → Unclear response
# Causal memory:
# Error: 403 Forbidden
# Memory: [403] → [missing User-Agent] → [added header] → [success]
# Response: "Adding User-Agent header (learned from previous error)"
Integration Points
- error-recoverer: Uses causal memory for self-healing
- context-compactor: Stores summaries in episodic memory
- coding-agent: Stores procedural patterns
References
references/MEMORY-TYPES.md- Detailed type documentationreferences/RETRIEVAL-PATTERNS.md- Search patterns
Scripts
scripts/memory_manager.py- Core MemoryManagerscripts/semantic_store.py- Keyword-based storagescripts/causal_memory.py- Error→Solution chainsscripts/knowledge_base.py- Project knowledge
Version History
- e0220ca Current 2026-07-05 23:11
