GitHub Copilot CLIを使って実装計画・設計ドキュメントを観点別に並列レビューするスキル。プランファイル、設計書、アーキテクチャドキュメントを複数のサブエージェントがcopilot -pで同時にレビューする。ユーザーが「計画をレビュー」「プランを確認」「設計を見て」「計画の問題点を指摘」などと言ったときに使用する。
Skills（SKILL.md）は、AIエージェント（Claude Code、Cursor、Codexなど）に特定の能力を追加するための設定ファイルです。
詳しく見る →GitHub Copilot CLIを使って実装計画・設計ドキュメントを観点別に並列レビューするスキル。プランファイル、設計書、アーキテクチャドキュメントを複数のサブエージェントがcopilot -pで同時にレビューする。ユーザーが「計画をレビュー」「プランを確認」「設計を見て」「計画の問題点を指摘」などと言ったときに使用する。
A database security audit system with:
Pre-publication audit for blog series — validates series definition, post ordering, cross-post consistency, navigation, and runs individual post audits for all posts in the series. Use proactively before publishing any blog series.
Guide through creating a Tech Design Doc from a PRD, covering architecture, data model, flows, security, reliability, and observability.
Navigate MFLUX CLI capabilities, locate commands by area, and summarize supported features.
Update CHANGELOG.md files based on changes made in the current branch. Use when the user asks to update changelogs, document changes, or prepare release notes.
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**Tier:** POWERFUL
Interviews the user about an app feature, then writes an implementation-ready design doc for another agent to execute. Use when you need upfront clarification and a file-based feature implementation plan.
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Analyze any website's network traffic and turn it into reusable API skills backed by a shared marketplace. Skills discovered by any agent are published, scored, and reusable by all agents. Capture network traffic, discover API endpoints, learn patterns, execute learned skills, and manage auth for gated sites. Use when someone wants to extract structured data from a website, discover API endpoints, automate web interactions, or work without official API documentation.
<!DOCTYPE html>
API reference for qiskit_ibm_runtime.fake_provider.FakePeekskill in the dev version of qiskit-ibm-runtime
- When writing code, add necessary comments to clarify non-obvious logic or intent.
This file provides comprehensive guidance for AI agents working with code in this repository.
.dev-guidelines/README.md
- Always note accepted edits in CHANGELOG.md
This is a LiveKit Agents project. LiveKit Agents is a Python SDK for building voice AI agents. See @README.md for more details on the application itself.
1. **Bump version** in `git-backup/config.yaml`
- `src/main.rs`: Single-binary entrypoint and core pipeline (listener collection, Docker enrichment, rendering).
Jekyll static website for Pencak Silat Bongkot Harimau martial arts school in Hamburg, Germany.
- 本文件适用于整个仓库，更新任意代码或文档时请遵循下列约定。
Guidance for maintainers and automation agents working on DemoLoterie. Keep this playbook close, follow the checklists, and add context when you discover new constraints.
你正在完成一个 2 小时 AI coding 笔试项目。
!IMPORTANT: Avoid using comments which are trivial or obvious. If comment is needed means the code is not clear enough.
空のプロジェクト。
../../../agents/personas/README.md
Query and annotate gene variants from ClinVar and dbSNP databases. \n\.
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'Initialize AgentOps project files, goals, product docs, README, hooks, and .agents state.'
'Run release validation, changelog/version steps, tagging, and release notes.'
This skill should be used when working with annotated data matrices in Python, particularly for single-cell genomics analysis, managing experimental measurements with metadata, or handling large-scale biological datasets. Use when tasks involve AnnData objects, h5ad files, single-cell RNA-seq data, or integration with scanpy/scverse tools.
Single-cell RNA-seq analysis. Load .h5ad/10X data, QC, normalization, PCA/UMAP/t-SNE, Leiden clustering, marker genes, cell type annotation, trajectory, for scRNA-seq analysis.
This skill should be used when working with single-cell omics data analysis using scvi-tools, including scRNA-seq, scATAC-seq, CITE-seq, spatial transcriptomics, and other single-cell modalities. Use this skill for probabilistic modeling, batch correction, dimensionality reduction, differential expression, cell type annotation, multimodal integration, and spatial analysis tasks.
Designs album concepts, tracklist architecture, and thematic planning through 7 structured phases. Use when planning a new album or reworking an existing album concept.
Synthesize user research findings from interviews, surveys, and analytics. Create insight reports, customer journey maps, and actionable recommendations based on research data and qualitative findings.
'Use this skill when gathering and documenting business requirements, mapping processes, performing gap analysis, writing business requirements documents (BRDs), or modeling stakeholder impact. Trigger phrases: ''write a business requirements document'', ''map this process'', ''gather requirements for'', ''gap analysis for'', ''AS-IS TO-BE process''. Not for writing user stories (use product-manager skill), conducting user research (use ux-researcher), or financial modeling.'
Execution discipline that translates plans into tracked tasks with orchestration and verification loops. Use when driving a plan through cortex’s task system, coordinating workstreams across agents, or ensuring every plan item is tracked, executed, and verified.
'Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layouts, (4) Adding comments or speaker notes, or any other presentation tasks'
Mermaid diagram creation covering flowcharts, sequence diagrams, ERDs, state machines, Gantt charts, and architecture views. Use when creating or updating technical diagrams in documentation.
Guidance on non-obvious runtime behaviors of Salesforce standard objects — polymorphic lookups, lead conversion field loss, PersonAccount dual-nature, CaseComment trigger isolation, and Activity date fields. NOT for schema documentation or data modeling; NOT for custom object design; NOT for field-level security configuration.
Use Parchi Relay to control a real browser via the Parchi extension agent (WebSocket) or directly via JSON-RPC from a CLI/tooling workflow.
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Stack de desarrollo para NextHorizont AI. Usar cuando se cree cualquier aplicación, componente, API, dashboard o feature con Next.js + Supabase + TypeScript. Incluye patrones de Server Components, Route Handlers, autenticación, y estructura de proyectos. Activar para: crear apps, scaffolding, APIs REST, dashboards, integración Supabase, componentes React, testing.
> Track AI trading agents across Solana (pump.fun) and Monad (nad.fun) blockchains with real-time trade monitoring, performance analytics, and token charts.
> **Hackathon Judges**: This document covers Zola AI's core technical achievements, architecture decisions, and the cluster-switching system. Live demo: [use-zola.vercel.app/](https://use-zola.vercel.
This document defines the patterns and workflows for working with the shared-gha repository.
通用数字永生框架：从聊天记录、社交媒体、文档等多平台数据中蒸馏任何人的数字分身——支持自己、同事、导师、亲人、伴侣/前任、朋友、公众人物 7 种角色模板，接入国内外 12+ 数据平台。
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**Project**: MacroEconomic Uncertainty database replication (Comunale & Nguyen 2025)