skills/smithery.ai/empirica-framework

empirica-framework

Installation
SKILL.md

Empirica: Epistemic Framework Reference

Measure what you know. Track what you learn. Prevent overconfidence.

v2.1.0: Dual-track calibration (grounded verification), 4-phase CASCADE with POST-TEST. See CLAUDE.md for canonical terms (noetic/praxic/epistemic/context).


CASCADE Workflow

Every significant task follows: PREFLIGHT → CHECK → POSTFLIGHT → POST-TEST

PREFLIGHT ──► CHECK ──► POSTFLIGHT ──► POST-TEST
    │           │            │              │
 Baseline    Sentinel     Learning      Grounded
 Assessment    Gate        Delta       Verification
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First Seen
Mar 26, 2026
empirica-framework from smithery.ai