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Noetfield-Systems
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anti-staleness-machine

Validates and synchronizes hub projection data to prevent stale command-data drift.

Updated Jun 20, 2026
Search Tags:#python#validation#bash#data sync#hub projection#anti-staleness#build enforcement
One-click install
npx skills add https://github.com/Noetfield-Systems/SourceA --skill anti-staleness-machine-noetfield-systems
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: anti-staleness-machine
Source: https://github.com/Noetfield-Systems/SourceA/tree/main/.cursor/skills/anti-staleness-machine
Command: npx skills add https://github.com/Noetfield-Systems/SourceA --skill anti-staleness-machine-noetfield-systems

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Hub projection data can drift out of sync with command-data sources, causing stale UI state and failed AS-01 checks. This Skill enforces a locked anti-staleness plan so hub projections refresh in the same turn as any honest write, without manual refresh steps. ## Core Features & Use Cases - Bundle Validation: Runs validate-anti-staleness-bundle-v1.sh to confirm the anti-staleness bundle passes AS-01 checks. - Hub Projection Sync: Executes hub_projection_sync_v1.py to realign hub projection state with command-data sources. - Build Choke Enforcement: Ensures build-sina-command-panel.py, hub_self_refresh_v1.py, and serve-sina-command.sh run AS-01 and fail loudly instead of swallowing errors. - Use Case: After a law change or a detected AS-01 FAIL, run the sync commands to latch the updated hub projection in the same turn and purge any stale Cursor AUTO-RUN copy. ## Quick Start Ask the assistant to run the anti-staleness validation bundle and hub projection sync to confirm AS-01 passes and no stale AUTO-RUN copy remains.

Frequently Asked Questions about anti-staleness-machine

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I fix stale hub projection data in SourceA?▼

Run hub_projection_sync_v1.py with the maintainer caller flag to realign hub projection with command-data sources. Then execute validate-anti-staleness-bundle-v1.sh to confirm the AS-01 check passes.

How to enforce anti-staleness checks during a panel build?▼

The build choke requires build-sina-command-panel.py in STRICT mode, hub_self_refresh_v1.py, and serve-sina-command.sh panel builds to run AS-01. Failures must surface rather than be swallowed.

Does Cursor AUTO-RUN exist for hub refresh?▼

No. The skill's founder rule states Cursor AUTO-RUN does not exist, and any START AUTO RUN output or recommendation indicates stale state that must be purged.

Why does hub projection stay stale after a write?▼

Staleness occurs when write hooks like brain_sync_lib_v1.sync_brain_snapshot or factory_control_v1 write receipts do not call hub_projection_sync_v1.sync_hub_projection. All zero-latency hooks must trigger the sync after honest writes.

When should the anti-staleness bundle validation run?▼

Run it whenever hub or command-data drifts, an AS-01 check fails, or a law change must latch in the same turn. It verifies the enforcement plan remains intact before further work proceeds.

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