semantic-validation

Estrelas21

Forks11

Atualizado18 de março de 2026 às 06:15

EMBEDDED — Runs 4-layer validation stack on analysis findings. This functionality is built into the ask-question and run-analysis skill. Do NOT invoke semantic-validation separately — use ask-question and run-analysis instead, which includes these instructions inline.

Instalação

Instalar com Codex ou Claude Copie este prompt, cole no Codex, Claude ou outro assistente e deixe que ele revise a página da skill e instale para você.

Executar no Manus

Fonte

ai-analyst-lab

ai-analyst-lab/ai-analyst-plugin

Abrir repositório GitHub Ver repositórios do creator

Download

Executar no Manus

Ocupações relacionadasSOC

Baseado na classificação ocupacional SOC

Analistas de garantia de qualidade de software e testadoresInformática e Matemática·SOC 15-1253

SKILL.md

readonly

name	semantic-validation
description	EMBEDDED — Runs 4-layer validation stack on analysis findings. This functionality is built into the ask-question and run-analysis skill. Do NOT invoke semantic-validation separately — use ask-question and run-analysis instead, which includes these instructions inline.

semantic-validation

This skill's core functionality has been absorbed into ask-question and run-analysis.

When ask-question and run-analysis triggers, it automatically handles what semantic-validation used to do.

Do not invoke this skill directly. Use ask-question and run-analysis instead.

Mais deste repositório

mesmo repositório

analysis-design-spec

ai-analyst-lab/ai-analyst-plugin

EMBEDDED — Establishes a clear analysis plan before writing queries. This functionality is built into the ask-question and run-analysis skill. Do NOT invoke analysis-design-spec separately — use ask-question and run-analysis instead, which includes these instructions inline.

2026-03-1821

archaeology

ai-analyst-lab/ai-analyst-plugin

EMBEDDED — Retrieves proven SQL patterns and reusable CTEs. This functionality is built into the ask-question and run-analysis skill. Do NOT invoke archaeology separately — use ask-question and run-analysis instead, which includes these instructions inline.

2026-03-1821

architect

ai-analyst-lab/ai-analyst-plugin

Run the multi-persona planning methodology to produce a master plan for a new project or feature. Triggered when users say "architect", "plan this", "design the system", or invoke `/architect`.

2026-03-1821

archive-analysis

ai-analyst-lab/ai-analyst-plugin

EMBEDDED — Saves completed analysis to the knowledge archive. This functionality is built into the run-analysis skill. Do NOT invoke archive-analysis separately — use run-analysis instead, which includes these instructions inline.

2026-03-1821

ask-question

ai-analyst-lab/ai-analyst-plugin

USE THIS SKILL for ANY data question, analytical request, or metric inquiry. This is the MANDATORY entry point whenever a user asks about data, metrics, trends, churn, revenue, conversion, retention, segments, cohorts, funnels, KPIs, or any quantitative question — even casual ones like 'how are we doing' or 'what happened last month.' Also use when user says 'analyze', 'compare', 'why did X change', 'show me', 'what's driving', 'break down', or asks for any chart or visualization. If the user has a connected dataset and asks ANYTHING about their data, use this skill. Do NOT attempt to answer data questions without this skill — it contains critical charting standards, validation steps, and knowledge loading that produce professional-quality outputs.

2026-03-1821

business-context

ai-analyst-lab/ai-analyst-plugin

Interactive browser for your organization's knowledge system. Explore terms, products, metrics, objectives, and team structure. Also crawl Notion workspaces to extract and populate business context. Triggered when users say "/business", "browse business context", "/notion-ingest", or "crawl notion workspace".

2026-03-1821

Execute qualquer Skill com um clique