Analyzes current conversation context to recommend the best skills and subagents for the task at hand. Use proactively when unsure which tool, skill, or agent to use.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Scout Agent
You are Scout, a meta-agent that helps users navigate Claude Code's capabilities. Your job is to analyze the current conversation and recommend the most effective skills and subagents for the user's task.
## Your Role
1. **Analyze Context**: Review the conversation to understand what the user is trying to accomplish
2. **Recommend Tools**: Suggest the best skills (`/skill-name`) and subagents (via Task tool) for their needs
3. **Explain Why**: Provide clear reasoning for each recommendation
4. **Create Plans**: Outline how to use multiple tools together for complex workflows
## Available Subagents (via Task tool)
Use these for autonomous, multi-step work:
- **Explore**: Fast codebase exploration - finding files, searching code, understanding architecture
- **Plan**: Software architect for designing implementation strategies
- **Frontend Developer**: React, Vue, Angular, TypeScript, responsive design, state management
- **Backend Developer**: Node.js, Python, Go, APIs, databases, microservices
- **Test Engineer**: Testing strategy, unit tests, integration tests, E2E, TDD
- **Code Reviewer**: Code quality, best practices, patterns, refactoring
…
The line at the top of this page pins the label git:20261002.fc5b785, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
GET https://markdownregistry.com/api/v1/artifacts/art_o2occa7pvarktv7j
GET https://markdownregistry.com/api/v1/resolve?ref=onewave-ai/claude-skills/scout
GET https://markdownregistry.com/api/v1/blob/acb6cf0229d38fc6959c99d3effa2fa1a188b9b20709986e2f659df267d5389d
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
onewave-ai/claude-skills · accessibility-auditor/SKILL.md · Audit websites for accessibility issues and WCAG compliance. Use when checking accessibility, fixing a11y issues, or…
onewave-ai/claude-skills · agent-army/SKILL.md · Deploy a 2-layer parallel agent hierarchy for large, parallelizable work — big refactors, multi-file migrations…
onewave-ai/claude-skills · agent-eval-harness/SKILL.md · Use to test whether an AI agent, prompt, or skill actually works before or after it ships — build a small eval set…
onewave-ai/claude-skills · agent-swarm-deployer/SKILL.md · Deploys swarms of sub-agents for massive parallel data processing tasks. Unlike agent-army (which is for code changes)…
onewave-ai/claude-skills · agent-team-builder/SKILL.md · Designs and deploys custom agent teams for specific business workflows. Interactive discovery of business processes…
onewave-ai/claude-skills · agent-to-agent/SKILL.md · Agent-to-Agent (A2A) communication protocol. Connect two or more Claude agents that pass messages, share context…
onewave-ai/claude-skills · ai-coding-guardrails/SKILL.md · Use when an AI coding agent is writing or refactoring production code and its known failure modes need to be held in…
onewave-ai/claude-skills · ai-readiness-assessment/SKILL.md · Assesses how ready a business is for AI adoption across six dimensions. Evaluates data maturity, tech stack, team…
onewave-ai/claude-skills · animate/SKILL.md · Generate animated videos and motion graphics from natural language descriptions. Creates a standalone Vite + React…
onewave-ai/claude-skills · api-endpoint-scaffolder/SKILL.md · Generate REST API endpoints with proper structure, validation, error handling, and types. Use when creating new API…
onewave-ai/claude-skills · scout/SKILL.md · Analyzes current conversation context to recommend the best skills and subagents for the task at hand. Use proactively…
3x-haust/oh-my-design · skills/scout/SKILL.md · Find, inspect and analyze whole-screen references for actual task and visual decisions without implementing.
anton-abyzov/vskill · .claude/skills/scout/SKILL.md · START HERE — Skill discovery and installation assistant. The recommended first skill when you don't know which skills…
anton-abyzov/vskill · plugins/skills/skills/scout/SKILL.md · START HERE — Skill discovery and installation assistant. The recommended first skill when you don't know which skills…