causal-credit-review

What problem does it solve?

It helps you review whether causal ledger evidence justifies promote, demote, or reroute recommendations for memory priority, while preventing causal judgment from being outsourced to the Rust CLI.

Core Features & Use Cases

• Evidence-tier gated recommendations: Applies a strict T0–T5 rubric to determine what actions are allowed based on sample size and confounder control.
• Mechanical command boundary enforcement: Requires explicit JSON outputs from ee causal ... --json (or a verified evidence bundle artifact) and forbids direct DB scraping or inference from raw transcripts.
• Confounder and degraded-state safety controls: Checks a confounder checklist, validates redaction/provenance status, and stops with specific gate codes when evidence is missing, unverified, underpowered, uncontrolled, or unquarantined.

Quick Start

Use the skill to review a causal credit question by supplying a workspace path and evidence obtained from the required ee causal ... --json commands, then ask for promote/demote/reroute recommendations only if the evidence tier allows it.