belief-state-runtimelisted
Install: claude install-skill hqzzdsda/belief-state-runtime
# belief-state-runtime.skill
Evaluates the trustworthiness of a claim based on evidence.
## When to use
- User asks "is this true?" or "can I trust this?"
- Agent collects information from multiple sources and needs to assess reliability
- Detecting contradictions between evidence pieces
- Quantifying confidence in a conclusion
## ⚡ AUTO WORKFLOW (Default - Always Run This First)
**IMPORTANT: When this skill is triggered, you MUST follow this workflow automatically:**
```python
from assess import get_assessment_prompt, assess_claim_with_response
# Step 1: SEARCH FOR EVIDENCE (MANDATORY)
# Use your search tool (online-search, multi-search-engine, etc.) to find
# real, verifiable evidence about the claim. Search for:
# - Official data and statistics
# - Academic research and studies
# - Credible news reports
# - Expert opinions
#
# Example search queries:
# - "[claim topic] facts evidence research"
# - "[claim topic] statistics studies 2024"
# - "专家观点 [claim topic]"
# Step 2: Get the assessment prompt
prompt = get_assessment_prompt(claim="The claim", evidence="Search results + user's evidence")
# Step 3: YOU (the AI) answer the prompt with 6 boolean judgments
# Based on your search results and analysis:
# - direct_support: Does the evidence support the claim?
# - new_info: Does it provide new information?
# - logical_consistent: Is it logically consistent?
# - direct_refute: Does it explicitly refute the claim?
# - limitation: Are there limitati