Ask Ai Confidence Rating

alivirgo

Identify uncertainty, assumptions, and claims needing verification when reviewing an AI answer.

Install

The individual skill folder is not confirmed. This command opens the repository’s skill selector; follow the upstream instructions.

skills CLI

npx skills add alivirgo/Major-AI-Skills

Agentic Engineeringaffaan-mOperate as an agentic engineer using eval-first execution, decomposition, and cost-aware model routing. Use when AI agents perform most implementation work and humans enforce quality and risk controls.Skills & Agent Building286.1k Repository stars
Android Clean Architectureaffaan-mClean Architecture patterns for Android and Kotlin Multiplatform projects — module structure, dependency rules, UseCases, Repositories, and data layer patterns. Use when structuring modules, layers, or data flow in an Android or KMP project.Skills & Agent Building286.1k Repository stars
Continuous Learningaffaan-m[DEPRECATED - use continuous-learning-v2] Legacy v1 stop-hook skill extractor. v2 is a strict superset with instinct-based, project-scoped, hook-reliable learning. Do not invoke v1: when continuous learning, session learning, or pattern extraction is requested, route to continuous-learning-v2 instead.Skills & Agent Building286.1k Repository stars
Fastapi Patternsaffaan-méåæAPIãä¾åæ§æ³¨å ¥ãPydanticã®ãªã¯ã¨ã¹ãã»ã¬ã¹ãã³ã¹ã¢ãã«ãOpenAPIããã¥ã¡ã³ãããã¹ããã»ãã¥ãªãã£ãæ¬çªå¯¾å¿ã®ããã®FastAPIãã¿ã¼ã³ãSkills & Agent Building286.1k Repository stars
Kotlin Exposed Patternsaffaan-mJetBrains Exposed ORM 模式，包括 DSL 查询、DAO 模式、事务、HikariCP 连接池、Flyway 迁移和仓库模式。Skills & Agent Building286.1k Repository stars
Kotlin Exposed Patternsaffaan-mJetBrains Exposed ORM patterns including DSL queries, DAO pattern, transactions, HikariCP connection pooling, Flyway migrations, and repository pattern. Use when working with the Exposed ORM — DSL or DAO queries, transactions, pooling, or migrations.Skills & Agent Building286.1k Repository stars

Install

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