Soul check

Skill ladyiceberg/openclaw-memory-quality/skills/soul-check

Audit SOUL.md health for OpenClaw agents — detects boundary violations (injected code, URLs, shell commands, prompt injection), identity drift (action verb density, missing sections), and stability changes across runs. Optional LLM semantic conflict detection available. Use this skill whenever the user wants to check SOUL.md, mentions agent identity issues, soul drift, soul conflicts, or uses phrases like "check soul", "soul health", "SOUL.md", "agent identity", "soul drift", "soul conflict", "检查 SOUL", "SOUL 健康", "身份漂移", "语义冲突". Always use this skill for SOUL.md questions.From its SKILL.md

Install

npx -y skills add ladyiceberg/openclaw-memory-quality --skill soul-check

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

2 things to look at

reads credentialsReads from 4 credential sources: `MINIMAX_API_KEY` and 3 more.
1 stars1 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.

SKILL.md

1.7 KB, 290 tokens by cl100k_base, as published. Nobody here has run it

Soul Check

Audit SOUL.md health. This file defines the agent's persona and has the highest system priority (priority=20) — it loads every conversation.

Steps

Determine whether to use LLM mode:
- User says "--llm" or "with LLM" or "semantic check" → use_llm=True
- Otherwise → use_llm=False
Call memory_soul_check_oc with the appropriate use_llm value
Add a one-line risk verdict before the report:
- ✅ healthy / 🟡 minor issues / ⚠️ review recommended / 🔴 action required
Show the full report
If problems found, tell the user what to fix — but note that SOUL.md must be edited manually

LLM mode adds

C2 precision: classifies suspicious paragraphs as persona vs task instruction (task instructions don't belong in SOUL.md)
C4-a: finds semantically contradictory instruction pairs within SOUL.md
C4-b: compares SOUL.md against IDENTITY.md for inconsistencies

Important

This tool never modifies SOUL.md. Any fixes must be made manually by the user. LLM mode requires an API key (MINIMAX_API_KEY, OPENAI_API_KEY, ANTHROPIC_API_KEY, or KIMI_API_KEY).

What ships with it

Read from the repository

Just SKILL.md. No reference files, no scripts.