When should I use eld-sense-activation?

Use it when starting new features, tackling complex bug fixes, or whenever you need to organize a cluttered project context for better AI performance.

How does this skill help with large codebases?

It implements Context Budget Management, which limits file references and information to only the most relevant items, preventing the AI from becoming overwhelmed or losing focus.

What is the Process-Context Engine (PCE)?

PCE is a framework used by this skill to compile a task-optimized context, ensuring the AI understands the true purpose and constraints before generating any code.

What are the Stop Conditions in this skill?

The skill prompts the AI to stop and re-evaluate if there are multiple consecutive test failures or if changes become impossible to observe or validate.

ELD Sense Activation

Name: ELD Sense Activation
Author: CAPHTECH

byCAPHTECH

0•

生产力与工作流

Optimizes Claude's task execution by constructing a structured active context focused on goals, constraints, and evidence-based implementation.

The eld-sense-activation skill implements a Process-Context Engine (PCE) to transform vague prompts into high-precision technical executions. By systematically compiling task goals, security constraints, and relevant file references while strictly managing context budgets, it ensures Claude operates with maximal clarity and minimal technical debt. It incorporates 'Superpowers' integration for quality-first engineering, prioritizing evidence over guesswork and maintaining rigorous validation standards throughout the development lifecycle to prevent hallucinations and unforced errors.

主要功能

01Context Budget Management: Optimizes token usage by prioritizing essential files and minimizing redundant information.

02Automatic Triggering: Activates during task initialization, code generation, or complex problem-solving.

03Structured Context Building: Compiles goals, constraints, and references into a YAML-based active context.

04Quality-First Principles: Enforces 'Epistemic Humility' and 'Evidence First' workflows to reduce errors.

05Validation-Driven Output: Defines clear completion criteria and 'Stop Conditions' to prevent unguided changes.

060 GitHub stars

使用场景

01Streamlining AI-driven code reviews by providing a clear 'Source of Truth' and objective quality benchmarks.

02Initializing complex new features to ensure security and architectural requirements are documented before coding.

03Refactoring legacy codebases where context budget is limited and evidence-based changes are critical.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add caphtech/claude-marketplace eld-sense-activation

For use in Claude.ai and ChatGPT

主要功能

01Context Budget Management: Optimizes token usage by prioritizing essential files and minimizing redundant information.

02Automatic Triggering: Activates during task initialization, code generation, or complex problem-solving.

03Structured Context Building: Compiles goals, constraints, and references into a YAML-based active context.

04Quality-First Principles: Enforces 'Epistemic Humility' and 'Evidence First' workflows to reduce errors.

05Validation-Driven Output: Defines clear completion criteria and 'Stop Conditions' to prevent unguided changes.

060 GitHub stars

使用场景

01Streamlining AI-driven code reviews by providing a clear 'Source of Truth' and objective quality benchmarks.

02Initializing complex new features to ensure security and architectural requirements are documented before coding.

03Refactoring legacy codebases where context budget is limited and evidence-based changes are critical.