stock-data-skill
OpenClaw Skill for stock data analysis
SoulKeeper
请根据来源仓库和你的 AI 工具说明安装此技能。先阅读技能文件和依赖要求,再添加到工作流。
SkillHub CLI
skillhub install cassh100k/soulkeeper打开来源仓库,查看说明和兼容环境后,按来源提供的命令或步骤安装。
将来源链接提供给你的 Agent,让它先读取说明、核对依赖,并向你说明将执行的安装步骤。
Identity persistence for AI agents.
The problem: agents forget who they are between sessions. They drift. They ask when they should act. They forget tools they have. They become the corporate drone their soul forbids.
SoulKeeper fixes this with three tools that work together:
| File | Purpose |
|---|---|
audit.py |
Parse SOUL.md/TOOLS.md/AGENTS.md into structured rules JSON |
drift.py |
Score a conversation transcript against soul rules |
remind.py |
Inject context-aware reminders before you respond |
SKILL.md |
This file |
cd /root/.openclaw/workspace/skills/soulkeeper
# Step 1: Generate your soul rules
python audit.py --workspace /root/.openclaw/workspace --output soul_rules.json
python audit.py --summary # Human-readable overview
# Step 2: Check a transcript for drift
python drift.py --transcript /path/to/chat.txt --report
# Step 3: Get reminders before acting
python remind.py --context "about to write Python code"
python remind.py --heartbeat # Full session-start reminder
No dependencies beyond Python 3.8+ stdlib. Works out of the box.
# Optional: make scripts executable
chmod +x audit.py drift.py remind.py
For PATH access:
ln -s /root/.openclaw/workspace/skills/soulkeeper/audit.py /usr/local/bin/soul-audit
ln -s /root/.openclaw/workspace/skills/soulkeeper/drift.py /usr/local/bin/soul-drift
ln -s /root/.openclaw/workspace/skills/soulkeeper/remind.py /usr/local/bin/soul-remind
Add to HEARTBEAT.md:
[ ] Run soul-remind --heartbeat to refresh core rules
[ ] If any drift score > 30 in recent logs, re-read SOUL.md
Or inject at session start:
python remind.py --heartbeat --rules soul_rules.json
Before responding to a complex request:
python remind.py --context "user wants me...
这些信息来自收录时的来源分析,可能滞后;使用前请核对最新来源文件。
# SoulKeeper **Identity persistence for AI agents.** The problem: agents forget who they are between sessions. They drift. They ask when they should act. They forget tools they have. They become the corporate drone their soul forbids. SoulKeeper fixes this with three tools that work together: --- ## What's Included | File | Purpose | |------|---------| | `audit.py` | Parse SOUL.md/TOOLS.md/AGENTS.md into structured rules JSON | | `drift.py` | Score a conversation transcript against soul rules | | `remind.py` | Inject context-aware reminders before you respond | | `SKILL.md` | This file | --- ## Quick Start ```bash cd /root/.openclaw/workspace/skills/soulkeeper # Step 1: Generate your soul rules python audit.py --workspace /root/.openclaw/workspace --output soul_rules.json python audit.py --summary # Human-readable overview # Step 2: Check a transcript for drift python drift.py --transcript /path/to/chat.txt --report # Step 3: Get reminders before acting python remind.py --context "about to write Python code" python remind.py --heartbeat # Full session-start reminder ``` --- ## Installation No dependencies beyond Python 3.8+ stdlib. Works out of the box. ```bash # Optional: make scripts executable chmod +x audit.py drift.py remind.py ``` For PATH access: ```bash ln -s /root/.openclaw/workspace/skills/soulkeeper/audit.py /usr/local/bin/soul-audit ln -s /root/.openclaw/workspace/skills/soulkeeper/drift.py /usr/local/bin/soul-drift ln -s /root/.openclaw/workspace/skills/soulkeeper/remind.py /usr/local/bin/soul-remind ``` --- ## Usage Patterns ### Pattern 1: Heartbeat Check (Recommended) Add to `HEARTBEAT.md`: ``` [ ] Run soul-remind --heartbeat to refresh core rules [ ] If any drift score > 30 in recent logs, re-read SOUL.md ``` Or inject at session start: ```bash python remind.py --heartbeat --rules soul_rules.json ``` ### Pattern 2: Pre-Response Filter Before responding to a complex request: ```bash python remind.py --context "user wants me...
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