AI Agent Workflow Collection

Skill pack

AGENT SKILLS ATLAS

AI Agent Workflow Collection

Includes AI Research Workflow, Development Guidelines, Issue Sync, and other workflows.

Install with

Claude Code

Codex

Cursor

GitHub Copilot

Gemini CLI

Supported by the Atlas install prompt. Skill-specific requirements vary.

Pack stats

Skills12CategorygeneralStars0

What’s included

AI Research Workflow

Deep research and AI workflow orchestration patterns for Octane. Use when working on brand guide generation, market analysis, competitive analysis, content brief, or any multi-step AI research pipeline. Covers the WorkflowBuilder/WorkflowStep orchestration system, Anthropic dual-model routing (Opus for research, Sonnet for generation), and the aitasks persistence pattern.

Development Guidelines

Defines coding standards, test patterns, and language conventions for this project. Use this when writing code, comments, documentation, or git commit messages.

Improve

Walk the weakest-scoring rubric dimensions from the last audit and offer per-dimension remediation (install recommended plugin, walk through roll-your-own, or skip)

Issue Sync

Automatically detect and update linked issues based on commits, artifacts, and task events

Merge PR

Squash-merge the current PR, delete the branch, and switch back to main.

Plan Project

Use when the user says "plan my project", "create an implementation plan", "plan this app", "I need a plan before coding", "help me architect this", "let's plan before we build", "create a project plan", "implementation plan", "plan this feature", "map out the work", "break this down into tasks", "create a roadmap", "project breakdown", or wants to create a structured, dependency-aware implementation plan before writing any code. Also trigger proactively when a user describes a non-trivial project idea and appears ready to start coding without a plan.

Scan

Re-scan the codebase and refresh existing VibeFlow project contexts with current state.

Skill Expert

Create and optimize Claude Code skills. Expertise in skill design, SKILL.md structuring, guide/template creation, and best practices for .claude/skills/ system. Use PROACTIVELY when designing new skills or improving existing ones.

Index

CLAUDE.md/README.md の自動更新機能を提供するスキル。コマンド、スキル、エージェント、ディレクトリ構成、依存関係図の検出と更新を行う。 /index(表示)または /index --update(更新)で使用。

Investment Thesis QA

指定銘柄の投資仮説Q&Aシートを生成する。SEC EDGAR + Earnings Call Transcriptから投資仮説を1銘柄8候補生成し、アナリストに納得度を回答してもらうためのシート。/investment-thesis-qa で実行。Transcriptが analyst/Investment Thesissample/ /Transcript/ に配置済みであることが前提。銘柄分析、投資仮説生成、AN目線シード収集に使用。

Quant Computing

金融数値計算・DB設計・データパイプラインのナレッジベース。数値精度、ベクトル化、高速化、テスト、リターン計算標準、リスク指標、バックテスト、DBスキーマ、データパイプラインの9領域を体系化し、新規実装時にプロアクティブに参照。

Site Investigator

新しいサイトのスクレイピング前調査スキル。Playwright MCP でサイトにアクセスし、ページ構造・セレクタ・ページネーション・RSS/サイトマップ・動的挙動を自動解析して JSON + Markdown レポートを生成する。「サイト調査」「サイト構造を調べて」「スクレイピング前に構造を確認」「このURLの構造を解析」「セレクタを特定して」「ページネーションの仕組みを調べて」「RSSがあるか確認」と言われたら必ずこのスキルを使うこと。新しいサイトへのスクレイピング実装を始める前にプロアクティブに使用すること。

Quick start

Choose your skills. Select individual skills above, or choose the entire pack.
Copy the install prompt. Use Copy install prompt above the list.
Send it to your agent. Paste into your coding agent’s chat. Your agent reviews the source and guides the setup.

Try it with your agent

After installation, start with a request like:

Example request

Use the AI Research Workflow skill to help with my task.
Ask me for the context you need before getting started.

Requirements & license

A coding agent that can access your project files and install skills.
Your agent checks each skill’s instructions, dependencies, and permissions during setup.
License details are not provided in these listings. Check the author’s terms before using the skills.

Installation guide →Skill review & security →