CP 

chandra447/pi-hermes-memory 是从 https://github.com/chandra447/pi-hermes-memory. 导入的 Agent Skill 候选人。
概览
chandra447/pi-hermes-memory 是从 https://github.com/chandra447/pi-hermes-memory. 导入的 Agent Skill 候选人。
概述(AI 翻译)
持久内存 + 会话搜索 + Pi 秘密扫描
你的Pi代理通常在你关闭会话时会忘记所有内容。这个扩展解决了这个问题。
- 🔍 搜索每一段对话 — “我们讨论了关于认证的内容?”即时找到
- 🧠 持久记忆——事实、偏好、更正在会话间存续
- ⚠️ 从失败中学习 — 记住哪些地方不行,避免重蹈覆辙
- 🏷️ 分类记忆——失败、修正、洞见、惯例和工具怪癖,为快速检索而组织
- 🛡️ 秘密扫描 — API 密钥和令牌被阻止保存
- 📚 程序性技能 — 代理保存如何解决问题,而不仅仅是解决了什么
- ⚡ 背景学习 — 每10回合复习一次,保存重要内容
- 🔄 自动合并 — 条目满时合并,数据从不丢失
快速启动
升级笔记(v0.7.10)
如果你是从旧版本升级,启动功能现在会自动安全地迁移扩展数据:
- 遗留扩展根:
~/.pi/agent/memory→~/.pi/agent/pi-hermes-memory - 传承平行技能:
~/.pi/agent/pi-hermes-memory/skills/*.md→~/.pi/agent/pi-hermes-memory/skills/ /SKILL.md
本页由 AI 翻译,技术细节请以原文为准。
README
以下为原文 README 节选,完整内容请查看原文。
Your Pi agent normally forgets everything when you close a session. This extension fixes that.
- 🔍 Search every conversation — “what did we discuss about auth?” finds it instantly
- 🧠 Persistent memory — facts, preferences, corrections survive across sessions
- ⚠️ Learns from failures — remembers what didn’t work so you don’t repeat mistakes
- 🏷️ Categorized memories — failures, corrections, insights, conventions, and tool quirks organized for fast retrieval
- 🛡️ Secret scanning — API keys and tokens are blocked from being saved
- 📚 Procedural skills — the agent saves how it solved problems, not just what
- ⚡ Background learning — reviews every 10 turns, saves what matters
- 🔄 Auto-consolidation — merges entries when full, never loses data
Quick Start
# Install
pi install npm:pi-hermes-memory
# Index your past sessions (one-time)
/memory-index-sessions
# Backfill older Markdown memories into SQLite search (optional)
/memory-sync-markdown
# Learn how to use it
/learn-memory-tool
Upgrade Notes (v0.7.10)
If you’re upgrading from older versions, startup now auto-migrates extension data safely:
- legacy extension root:
~/.pi/agent/memory→~/.pi/agent/pi-hermes-memory - legacy flat skills:
~/.pi/agent/pi-hermes-memory/skills/*.md→~/.pi/agent/pi-hermes-memory/skills//SKILL.md
This resolves Pi skill index conflicts like:
name "..." does not match parent directory "skills"
No manual action is needed. Launch Pi once after upgrade to let migration/normalization run.
Features
| Feature | What happens |
|---|---|
| 🔍 Session Search | Search across all past conversations via SQLite FTS5 |
| 🧠 Persistent Memory | Facts, preferences, lessons saved to markdown files |
| 🔄 Memory Search Sync | Successful Markdown memory writes are mirrored into SQLite for memory_search |
| ⚠️ Failure Memory | Learn from failures — stores what didn’t work and why |
| 📚 Procedural Skills | The agent saves how it solved problems as reusable docs |
| ⚡ Background Learning | Every 10 turns (or 15 tool calls) the agent reviews and saves |
| 🔧 Correction Detection | When you correct the agent, it saves immediately |
| 🔄 Auto-Consolidation | When legacy-inject memory hits capacity, auto-merges instead of erroring |
| 🛡️ Secret Scanning | API keys, tokens, SSH keys blocked from persistence |
| 📊 Memory Aging | Entries carry timestamps — consolidation knows what’s stale |
| 🏗️ Two-Tier Memory | Global + per-project memory, both searchable |
| 💾 Extended Store | Policy-only memories remain searchable in SQLite beyond the Markdown export cap |
| 🎓 Onboarding | /memory-interview pre-fills your profile on first session |
How It Works
Session Lifecycle
推荐工具
换一个关键词,或者移除筛选条件。
安装
npx skillfish add chandra447/pi-hermes-memory