memai-confidencelisted

Verify a MemAI memory's claims against live facts and set its `confidence` (unverified | confirmed | contradicted). Checks the `anchors` a scan already extracted — file:line, symbol, table/column, domain, URL — against today's source, promotes or demotes each memory, stages a `reword` for a detail that drifted, and pushes `review_after` out with a `review` once a claim has actually been rechecked. Use when asked to "validate the memories", "set confidence", "check whether the facts still hold", "recheck what has gone stale", or when invoked as a step of the [[memai-maintenance]] pass. The store's own model is [[memai-memory]].
Filipe-Soares-de-Almeida/MemAI · ★ 0 · AI & Automation · score 70

Install: claude install-skill Filipe-Soares-de-Almeida/MemAI

# memai-confidence — verifying facts, setting confidence `confidence` is only worth setting when the claim was **checked live**. This skill reads a memory's anchors against today's source and sets the field — and it is where a memory the store handed back as `due` gets its recheck ([§5](#5-review_after--closing-the-decay-loop)). The pass **proposes**: everything below is staged through `optimize_stage` and applied by a human in the dashboard. --- ## 1. The three values | Value | When | |---|---| | **`confirmed`** | A `note`/`reasoning`/`anti_pattern`/`diagram` whose **structural anchors** were checked **live**: the file and line exist, the symbol is there, the table/column exists, the domain resolves, the URL answers. | | **`contradicted`** | The claim is **false today** — the fact no longer holds. Requires a non-empty `verified`; normally staged next to a `reword` or an `archive`. | | **`unverified`** | Nothing to check it against: **ephemeral** or point-in-time (a count, a value, "open this month"), external, or a **`checkpoint` still bearing live work**. | > **A checkpoint stays `unverified`.** Its content is where the work stood, not > a verifiable fact, so there is nothing for a live check to agree with. > A checkpoint for an effort that has **closed** is not a confidence question > either — it is retirement, in [[memai-checkpoints]]. > **Do not let an ephemeral tail contaminate a durable core.** A note carrying a > durable mechanism plus one dated example (the co