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dontbesilent2025 avatar

dontbesilent2025/dbskill

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Dbskill

dbskill est une collection de bibliothèques spécialisées comprenant des spécifications de prompt, des frameworks de diagnostic, des ensembles d'outils de contenu et des instructions comportementales pour agents. Il fournit un système de gestion des connaissances utilisant une approche d'ingénierie à quatre couches pour organiser les faits et les modèles dans une base de prise de décision vérifiable, aux côtés d'une bibliothèque de compétences de modèles de prompt pour les diagnostics commerciaux et l'ingénierie de contenu.

Le projet propose un framework de diagnostic commercial pour analyser les goulots d'étranglement organisationnels et optimiser les modèles commerciaux via une analyse structurée. Il inclut un ensemble d'outils d'ingénierie de contenu pour auditer la résonance du texte et générer des accroches de médias sociaux à haute conversion basées sur des formules virales.

Le système couvre un large éventail de capacités, y compris l'ingénierie de flux de travail d'agents IA, l'analyse de marché concurrentielle et le formatage de contenu pour les médias sociaux. Il fournit également des outils pour l'ingénierie de systèmes de décision, la facilitation de l'apprentissage interactif et l'intégration structurée des connaissances utilisant des bibliothèques basées sur JSON.

Le système inclut des utilitaires pour la migration de configuration d'agents et la migration d'espace de travail afin de standardiser les règles de projet et les conventions de nommage à travers différentes plateformes d'agents IA.

Features

  • Agent Skill Libraries - Provides a collection of specialized prompt templates and behavioral instructions for business diagnostics.
  • AI Agent Skills - Develops specialized skill sets and structured prompt specifications to enhance AI agent performance.
  • Decision Support Systems - Implements a four-layer structural engineering system to organize long-term knowledge for informed decision-making.
  • Knowledge Management Systems - Organizes long-term domain knowledge into a structured system optimized for retrieval and learning.
  • Axiom Libraries - Stores business axioms and methodology as structured JSON data for injection into system prompts or retrieval systems.
  • Structured Knowledge Integration - Utilizes JSON-based libraries of business axioms and methodology for integration into retrieval systems or system prompts.
  • Strategic Market Analysis - Filters noise from market data to perform structured benchmarking and competitive analysis of business models.
  • Prompt Libraries - Provides a repository of structured prompt specifications to transform vague queries into verifiable agent instructions.
  • Verifiable Prompt Specifications - Transforms vague inquiries into structured prompt specifications that are reasonable, critical, and verifiable.
  • Structural Prompt Design - Converts ambiguous user queries into verifiable and critical prompt specifications using predefined quality dimensions.
  • Organizational Diagnostics - Provides structured methodologies for analyzing organizational bottlenecks and optimizing business models.
  • Business Model Mapping - Analyzes business strategies and content structures using diagnostic frameworks to identify problems and optimize growth.
  • Business Strategy - Analyzes organizational bottlenecks and business models using structured frameworks to identify root causes.
  • Conversion Rate Optimization - Refines social media titles and video hooks using viral formulas to increase audience resonance.
  • Organizational Bottleneck Analyzers - Analyzes organizational issues and operational bottlenecks to identify root causes and recommend strategic improvements.
  • Resonance-Based Structuring - Applies systematic methodologies to draft and refine content for specific platforms to increase audience resonance.
  • Content Resonance Audit Tools - Provides a system for auditing text resonance and generating high-conversion social media hooks.
  • Knowledge Bases - Implements a structured library of atomic knowledge points and methodology documents for use in retrieval systems.
  • Knowledge Pattern Tracking - Tracks long-term domain knowledge using a structured four-layer system of facts, patterns, snapshots, and pending issues.
  • Headline Generators - Matches content to high-conversion formulas to create compelling titles for social media platforms.
  • Hook & Title Optimization - Provides a system to refine short-form video hooks and social media titles using viral formulas.
  • Knowledge Management Frameworks - Implements a four-layer engineering approach to organize facts and patterns into a verifiable decision-making base.
  • Expert Interaction Simulations - Creates multi-role chatrooms featuring historical figures or experts to analyze topics and provide synthesized summaries.
  • Multi-Agent Persona Simulations - Orchestrates conversations between multiple specialized AI personas to synthesize diverse expert perspectives on a single topic.
  • Interactive Lesson Generation - Breaks down complex subjects into sequential articles and generates custom lessons based on user feedback.
  • Content Quality Evaluation - Evaluates written text across five key dimensions to find weaknesses and increase the overall impact of the message.
  • Content Organization Systems - Organizes raw materials into a structured and expandable system for efficient content engineering.
  • Markdown to HTML Converters - Transforms unstructured markdown text into structured HTML layouts tailored for social media and professional media editors.
  • Psychological Resonance Analyzers - Identifies psychological triggers in text to explain audience appeal and suggest edits that strengthen the core message.
  • Social Media HTML Templates - Produces formatted HTML layouts for social media accounts based on professional media and technology product styles.
  • Video Hook Optimizers - Analyzes video openings to diagnose effectiveness and generate alternative hooks that increase viewer retention.
  • Viral Pattern Matchers - Validates text against a library of viral patterns and structural templates to optimize social media hooks and headlines.
  • Instructional Prompting Workflows - Facilitates knowledge acquisition and skill development through guided instructional prompts and systematic questioning techniques.
  • Social Media Layout Formatting - Converts text and markdown into styled HTML layouts optimized for professional social media publishing.
  • Social Media HTML Stylers - Converts markdown into styled HTML using specific media formats optimized for social media editors.
  • Decision Frameworks - Uses structured frameworks to evaluate strategic goals and options to determine the most effective course of action.
  • Content Creation Skills - Content creation framework based on social media publishing patterns.

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Questions fréquentes

Que fait dontbesilent2025/dbskill ?

dbskill est une collection de bibliothèques spécialisées comprenant des spécifications de prompt, des frameworks de diagnostic, des ensembles d'outils de contenu et des instructions comportementales pour agents. Il fournit un système de gestion des connaissances utilisant une approche d'ingénierie à quatre couches pour organiser les faits et les modèles dans une base de prise de décision vérifiable, aux côtés d'une bibliothèque de compétences de modèles de prompt pour les…

Quelles sont les fonctionnalités principales de dontbesilent2025/dbskill ?

Les fonctionnalités principales de dontbesilent2025/dbskill sont : Agent Skill Libraries, AI Agent Skills, Decision Support Systems, Knowledge Management Systems, Axiom Libraries, Structured Knowledge Integration, Strategic Market Analysis, Prompt Libraries.

Quelles sont les alternatives open-source à dontbesilent2025/dbskill ?

Les alternatives open-source à dontbesilent2025/dbskill incluent : mattpocock/skills — This project is an AI agent workflow framework and development toolkit designed for AI-driven software engineering. It… zechenzhangagi/ai-research-skills — This project is a comprehensive AI research workflow framework and skill library designed to transform general large… bookstackapp/bookstack — BookStack is a self-hosted knowledge base platform designed for organizing, storing, and managing structured… rockbenben/chatgpt-shortcut — ChatGPT-Shortcut is a prompt engineering toolkit and management library designed to organize, refine, and deploy… f/prompts.chat — This platform serves as a centralized management system for organizing, refining, and versioning AI instructions and… jackyzha0/quartz — Quartz is a markdown static site generator and digital garden framework designed to transform collections of markdown…

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