From 88f0a143d717618c29e7f6377a88e13cd3e8081d Mon Sep 17 00:00:00 2001
From: XZH <cto@xzh.ai>
Date: Thu, 24 Sep 2026 06:12:04 -0700
Subject: [PATCH] feat(executor): apply governed task package

---
 CONTRIBUTING.md | 12 ++++++++++++
 1 file changed, 12 insertions(+)

diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 65190581a7..7fc980aa19 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -247,3 +247,15 @@ We use automated tools (configured via `pyproject.toml` and `.pre-commit-config.
 ---
 
 Questions? Reach out on [Discord](https://discord.gg/eRsjPgMU4t). Let's build the future of AI tutoring together!
+
+---
+
+## Focused Tests
+
+Run focused tests to validate targeted changes:
+
+```bash
+python -m pytest tests/path/to/test_target.py -q
+```
+
+This focused pytest command runs before `pre-commit run --all-files`.