scout — scout feature discovery processcheck, community, scout feature discovery, ide skills, scout benchmarking, scout AI agent skill, Claude Code, Cursor, Windsurf

v1.0.0
GitHub

About this Skill

Ideal for AI Agents like Claude Code and AutoGPT needing advanced feature discovery and trend analysis capabilities through competitor research and web search. Scout is a feature discovery and benchmarking skill that analyzes competitors and trends to identify new features and generate improvement proposals.

Features

Analyzes competitors and trends using WebSearch
Reads existing features and proposals from CLAUDE.md and docs/feature-review-2026.md
Generates improvement proposals based on gap analysis
Supports investigation of specific topics using $ARGUMENTS
Integrates with ProcessCheck to identify new feature opportunities

# Core Topics

scout feature discovery scout benchmarking scout AI agent skill
kenccha kenccha
[0]
[0]
Updated: 2/26/2026

Agent Capability Analysis

The scout skill by kenccha is an open-source community AI agent skill for Claude Code and other IDE workflows, helping agents execute tasks with better context, repeatability, and domain-specific guidance. Optimized for scout feature discovery, scout benchmarking, scout AI agent skill.

Ideal Agent Persona

Ideal for AI Agents like Claude Code and AutoGPT needing advanced feature discovery and trend analysis capabilities through competitor research and web search.

Core Value

Empowers agents to uncover new features and trends using WebSearch, analyzing competitor products, and identifying gaps in current project features, leveraging files like CLAUDE.md and docs/feature-review-2026.md for informed decision-making.

↓ Capabilities Granted for scout

Discovering new project features through competitor analysis
Researching trends in AI-based project management tools
Analyzing gaps in current features for enhancement proposals

! Prerequisites & Limits

  • Requires access to specific files like CLAUDE.md and docs/feature-review-2026.md
  • Dependent on WebSearch for latest trend and competitor data
Labs Demo

Browser Sandbox Environment

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scout

Unlock new features with Scout! Discover how to analyze competitors, identify trends, and generate improvement proposals with this AI agent skill. Get...

SKILL.md
Readonly

Feature Scout — 기능 탐색 & 벤치마킹

임무

ProcessCheck에 추가할 만한 새 기능을 경쟁 제품 분석과 트렌드 조사를 통해 발굴.

조사 대상 (인자가 있으면 해당 주제, 없으면 전체)

$ARGUMENTS

작업 순서

1. 현재 기능 파악

먼저 아래 파일을 읽어서 이미 있는 기능과 기존 제안을 확인:

  • CLAUDE.md — 프로젝트 개요, 확정 디자인, Known Gaps
  • docs/feature-review-2026.md — 기존 10개 개선안
  • processcheck-html/js/components.js — 네비게이션 (현재 페이지 목록)

2. 경쟁 제품 & 트렌드 조사

WebSearch로 최신 정보 수집:

  • 프로젝트 관리 도구 최신 기능/트렌드
  • AI 기반 PM 기능 (자동 요약, 예측, 추천)
  • 워크플로우 자동화, 리포팅, 협업 기능
  • 모바일/반응형 경험

3. 갭 분석 & 제안서 작성

각 기능에 대해 아래 형식으로 정리:

markdown
1### [기능명] — [우선순위 HIGH/MEDIUM/LOW]
2
3**현재**: (있는지/없는지/부분 구현)
4**문제**: (왜 필요한지)
5**레퍼런스**: (어떤 도구가 어떻게 구현했는지 + URL)
6**구현 제안**: (ProcessCheck에서 어떻게 만들지 — 구체적으로)
7**영향 범위**: (변경될 파일/페이지)
8**난이도**: LOW/MEDIUM/HIGH

4. 결과 저장

docs/ 디렉토리에 마크다운 파일로 저장.

제약 조건

  • ProcessCheck = 전자 제품 개발 프로세스 관리 (일반 PM과 도메인이 다름)
  • Firebase 서버리스 + GitHub Pages 정적 배포
  • 한국어 UI, 3역할(실무자/매니저/기획조정실), 6 Phase 구조

FAQ & Installation Steps

These questions and steps mirror the structured data on this page for better search understanding.

? Frequently Asked Questions

What is scout?

Ideal for AI Agents like Claude Code and AutoGPT needing advanced feature discovery and trend analysis capabilities through competitor research and web search. Scout is a feature discovery and benchmarking skill that analyzes competitors and trends to identify new features and generate improvement proposals.

How do I install scout?

Run the command: npx killer-skills add kenccha/processcheck/scout. It works with Cursor, Windsurf, VS Code, Claude Code, and 19+ other IDEs.

What are the use cases for scout?

Key use cases include: Discovering new project features through competitor analysis, Researching trends in AI-based project management tools, Analyzing gaps in current features for enhancement proposals.

Which IDEs are compatible with scout?

This skill is compatible with Cursor, Windsurf, VS Code, Trae, Claude Code, OpenClaw, Aider, Codex, OpenCode, Goose, Cline, Roo Code, Kiro, Augment Code, Continue, GitHub Copilot, Sourcegraph Cody, and Amazon Q Developer. Use the Killer-Skills CLI for universal one-command installation.

Are there any limitations for scout?

Requires access to specific files like CLAUDE.md and docs/feature-review-2026.md. Dependent on WebSearch for latest trend and competitor data.

↓ How To Install

  1. 1. Open your terminal

    Open the terminal or command line in your project directory.

  2. 2. Run the install command

    Run: npx killer-skills add kenccha/processcheck/scout. The CLI will automatically detect your IDE or AI agent and configure the skill.

  3. 3. Start using the skill

    The skill is now active. Your AI agent can use scout immediately in the current project.

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