belief-assessorlisted
Install: claude install-skill hqzzdsda/belief-state-runtime
# belief-assessor v2
Evaluates the trustworthiness of a claim based on evidence. **v2** adds a projection layer with 4 constraints + formula-based confidence intervals + parameterized policy presets.
## v2 vs v1
| Feature | v1 | v2 |
|---------|-----|-----|
| Thresholds | Hardcoded 0.65/0.25 | Configurable via `ProjectionConfig` |
| Constraints | None | 4-way: contradiction, provenance, temporal, density |
| Confidence interval | ±0.15 fixed | Formula: (1-Q)×base + min/√n_eff |
| Strategies | 1 | 3 presets: standard, conservative, permissive |
| Output reasons | None | `veto_reasons` explains WHY |
| LLM calls | 1 | 1 (unchanged) |
| Dependencies | 0 | 0 (unchanged) |
## 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
- High-stakes decisions needing conservative assessment
## ⚡ 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, ProjectionConfig
# 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
# -