drift

スター2

フォーク0

更新日2026年5月11日 06:01

Use after PR-sized work completes (or on /mek-drift) to compare auto scores against .mek/drift-baseline.json and surface divergences > 0.15.

インストール

Codex または Claude でインストールこの Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。

ソース

mbachaud

mbachaud/MaxExpressKit

GitHub リポジトリを開く Creator のリポジトリを見る

ダウンロード

drift — auto-vs-baseline divergence detection

When to invoke

Stop hook fires after a meaningful chunk of work (post_task_drift.py).
User runs /mek-drift.

What it does

Loads .mek/drift-baseline.json (created by /mek-drift init).
Runs the Python preset auto-scorers: test pass rate, lint, coverage. Security stays manual-only at v0.1.0.
Compares to manual baseline. Flags any dimension where:
- |auto - manual| > divergence_threshold (default 0.15) AND confidence >= min_confidence (default 0.5), OR
- auto < floor (ratchet violation).

Resolution paths

/mek-drift accept — agree with auto, update manual to match.
/mek-drift ack — disagree with auto, dismiss this flag (record in baseline metadata).
Re-audit manually and update the baseline.

Config

mek.toml > [drift]:

[drift]
baseline_file = ".mek/drift-baseline.json"
preset = "python"
divergence_threshold = 0.15
min_confidence = 0.5
auto_run_on_stop = true

このリポジトリの他の Skills

同じリポジトリ

compliance

mbachaud/MaxExpressKit

Use when the agent is about to perform a risky operation (destructive shell, deploy, schema migration, money write, force-push). Reminds to record HITL approval and points at compliance/ templates.

2026-05-112

ledger-companion

mbachaud/MaxExpressKit

STUB. Future v0.2.0 feature — a mini-SQLite ledger so the agent can record/query journal entries for any context (token spend, invoicing, etc.). Not active in v0.1.0.

2026-05-112

ledger

mbachaud/MaxExpressKit

Use when the agent encounters money-shaped identifiers (amount, price, balance, total, cost), performs arithmetic across monetary fields, or writes/reads money to a database. Enforces Decimal-only math.

2026-05-112

using-mek

mbachaud/MaxExpressKit

Use when starting any conversation in a project where MEK is installed - announces the three guardrails (compliance, drift, ledger) and how to invoke them.

2026-05-112

name	drift
description	Use after PR-sized work completes (or on /mek-drift) to compare auto scores against .mek/drift-baseline.json and surface divergences > 0.15.

drift — auto-vs-baseline divergence detection

When to invoke

Stop hook fires after a meaningful chunk of work (post_task_drift.py).
User runs /mek-drift.

What it does

Loads .mek/drift-baseline.json (created by /mek-drift init).
Runs the Python preset auto-scorers: test pass rate, lint, coverage. Security stays manual-only at v0.1.0.
Compares to manual baseline. Flags any dimension where:
- |auto - manual| > divergence_threshold (default 0.15) AND confidence >= min_confidence (default 0.5), OR
- auto < floor (ratchet violation).

Resolution paths

/mek-drift accept — agree with auto, update manual to match.
/mek-drift ack — disagree with auto, dismiss this flag (record in baseline metadata).
Re-audit manually and update the baseline.

Config

mek.toml > [drift]:

[drift]
baseline_file = ".mek/drift-baseline.json"
preset = "python"
divergence_threshold = 0.15
min_confidence = 0.5
auto_run_on_stop = true