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Heavy-Chain-Engineering
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efficiency

Automates review and prioritization of efficiency proposals from the Stop-hook reflection layer.

8|1|Updated Feb 13, 2026
Search Tags:#efficiency#governance#sdlc#data-driven#stop-hook#proposal-review
One-click install
npx skills add https://github.com/Heavy-Chain-Engineering/etc --skill efficiency
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: efficiency
Source: https://github.com/Heavy-Chain-Engineering/etc/tree/main/skills/efficiency
Command: npx skills add https://github.com/Heavy-Chain-Engineering/etc --skill efficiency

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The Chief Efficiency Officer anchors objective evaluation of operational proposals, surfacing data-backed insights to guide governance and avoidance of wasted effort.

Core Features & Use Cases

  • Automated queue review of efficiency proposals from the Stop-hook reflection layer, with structured data citations.
  • Daily efficiency reporting and baseline queries to measure operator velocity and processing times.
  • Temporary muting of threshold-push interrupts to reduce noise during focused work, with auditable records.

Quick Start

Start by running /efficiency today to view today's rolling efficiency report.

Frequently Asked Questions about efficiency

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

FAQPage Schema
How do I automate the review and prioritization of efficiency proposals?▼

Automating efficiency proposal review requires a stop-hook reflection layer to queue proposals, applying structured data citations to prioritize operator activities and avoid wasted effort.

What is data-cited governance for operator activity?▼

Data-cited governance anchors objective evaluation of operational proposals, using baseline checks and daily reports to surface data-backed insights that guide efficiency decisions.

How do I generate a daily efficiency report for baseline checks?▼

Generating a daily efficiency report involves querying local baseline tooling to measure operator velocity and processing times, providing a rolling view of daily operational performance.

Can I temporarily mute threshold-push interrupts to reduce noise during focused work?▼

You can mute threshold-push interrupts to reduce noise, storing the muting mechanism in YAML format to maintain auditable records of noise reduction during focused operational periods.

Do I need the stop-hook architecture and local baseline tooling to run efficiency reviews?▼

Running efficiency reviews requires the stop-hook architecture and local baseline tooling to function, ensuring proposals are queued and operator velocity is measured accurately.

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