AI Agent Skills

Idiomatic Golang error handling — creation, wrapping with %w, errors.Is/As, errors.Join, custom error types, sentinel errors, panic/recover, the single handling rule, st…

L4 terminal leaf - JANITOR. Writes the DONE sentinel atomically and removes only scratch artifacts after the three-file governance state and substantive evidence pass va…

Expert knowledge for Azure Active Directory B2C development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas,…

De-identify a session transcript (file or folder) by redacting PII LOCALLY before any sharing or cloud use. Produces a redacted GREEN copy with unique reserved-sentinel…

This repository is a hub for AI Agent projects, including GitHub Sentinel, LanguageMentor, and ChatPPT, designed to enhance enterprise workflows, language learning, and…

Derive a complete tonal colour scheme from one artwork-extracted seed and wrap only that subtree in it, so every control inherits contrast-paired roles instead of hand-p…

Use when writing Go code that returns, wraps, or handles errors — choosing between sentinel errors, custom types, and fmt.Errorf (%w vs %v), structuring error flow, or d…

Comprehensive project audit — security, dependencies, code quality, architecture, performance, infra, docs, and mesh analytics. Use when needing a full 8-dimension healt…

Use textual agent instructions for GIS and geospatial work: source discovery and provenance, vector/raster/point-cloud pipelines, CRS and metric analysis, spatial SQL, r…

Agent-facing CLI standards — the argv-sentinel binary mode, the thin-client-over-the-bridge rule, allowlist projections, prompt-fencing third-party text, the stable mach…

Run research orchestration for data quality, factor geometry, hypothesis validation, and incident forensics. Use when you need SHIP/KILL/ITERATE decisions with strict va…

逆向防御方实现 → 红队针对性绕过。把 EDR / Defender / AV 的 hook 表、ETW provider、AMSI 实现先逆向出来， 再写针对性的 unhook / 间接 syscall / ETW patch / call stack spoof。对照 MITRE ATT&CK T1562 防御规避。 触发关键词：E…

扫描当前分支相对基线分支（master/main）的 Java 代码 diff，提取发版前需在代码之外人工处理的事项——①配置中心（Apollo/Nacos）Key：@Value 单值、@ConfigurationProperties 前缀、任意注解属性中的 ${...} 占位符；②外部平台注册操作：@XxlJob 任务（新增/改名/孤…

Always invoke for classical analysis, classification, validation, or comparability of satellite, aerial, or drone imagery. This skill owns sensor, product, proc

Guides the agent to avoid common Go error management mistakes when writing or reviewing Go code. Covers panic usage, error wrapping vs transforming, checking error types…