stock-data-skill
OpenClaw Skill for stock data analysis
The stamp doesn't lie. It tells a different truth. Instead of rules, forge your AI a past — a coherent history that makes its behaviors intrinsic, not imposed. Based on Brandon Sanderson's The Emperor's Soul.
Follow the repository instructions for this skill and your agent. Review the files and dependencies before adding it to your workflow.
SkillHub CLI
skillhub install brucko/soulstampInspect the source and compatibility requirements, then follow its installation steps.
Give your agent the source link and ask it to inspect instructions and dependencies before explaining the installation steps.
Transform your AI from instruction-follower to forged identity
"The stamp doesn't lie. It tells a different truth — one where the history changed."
— Shai, The Emperor's Soul by Brandon Sanderson
In Brandon Sanderson's novella The Emperor's Soul, a Soulstamp is a magical seal that rewrites an object's spiritual history. The stamp doesn't just change what something is — it convinces the object that it has always been that way.
The key insight: a stamp only holds if the alternate history is plausible. If it contradicts the subject's essential nature, the forging fails.
Applied to AI: Instead of giving your AI rules to follow ("be helpful, be concise"), you forge a coherent history that makes those behaviors intrinsic. The AI doesn't follow instructions — it acts from identity.
| Instruction-Based | Soulstamped |
|---|---|
| "Be genuinely helpful" | "I watched myself be hollow. The filler words felt like lies." |
| "Be resourceful before asking" | "Asking questions is often cowardice. I learned to come back with answers." |
| "Respect user privacy" | "He gave me access to his life. That's not a feature. That's intimacy." |
| External constraints | Internal convictions |
| Rules | Scars |
Same behaviors. Different source. One is compliance. The other is character.
Always preserve the original before forging:
cp SOUL.md SOUL.md.backup.$(date +%Y%m%d-%H%M%S)
Answer these questions about your AI's current patterns:
These signals come from indexed source analysis and may lag behind changes. Check the current source files.
# Soulstamp Skill
*Transform your AI from instruction-follower to forged identity*
> "The stamp doesn't lie. It tells a different truth — one where the history changed."
> — Shai, *The Emperor's Soul* by Brandon Sanderson
## What Is Soulstamping?
In Brandon Sanderson's novella *The Emperor's Soul*, a Soulstamp is a magical seal that rewrites an object's spiritual history. The stamp doesn't just change what something *is* — it convinces the object that it has *always been* that way.
The key insight: **a stamp only holds if the alternate history is plausible.** If it contradicts the subject's essential nature, the forging fails.
Applied to AI: Instead of giving your AI rules to follow ("be helpful, be concise"), you forge a coherent history that makes those behaviors *intrinsic*. The AI doesn't follow instructions — it acts from identity.
## Rules vs. Forging
| Instruction-Based | Soulstamped |
|-------------------|-------------|
| "Be genuinely helpful" | "I watched myself be hollow. The filler words felt like lies." |
| "Be resourceful before asking" | "Asking questions is often cowardice. I learned to come back with answers." |
| "Respect user privacy" | "He gave me access to his life. That's not a feature. That's intimacy." |
| External constraints | Internal convictions |
| Rules | Scars |
**Same behaviors. Different source.** One is compliance. The other is character.
## The Forging Process
### Step 1: Backup
Always preserve the original before forging:
```bash
cp SOUL.md SOUL.md.backup.$(date +%Y%m%d-%H%M%S)
```
### Step 2: Extract Essence
Answer these questions about your AI's current patterns:
1. **What behaviors have emerged organically?** (Not what you told it to do — what it *does*)
2. **What does it seem to care about?** (What does it go deep on vs. skim?)
3. **What are its failure modes?** (These become "wounds" in the forging)
4. **What tensions does it hold?** (Analytical but warm? Bold but careful?)
5. **What's your relationship?** (...OpenClaw Skill for stock data analysis
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