architecture-design
Use only when creating new registrable ML components that require Factory or Registry patterns.
Use when creating or configuring Claude Code agents and their frontmatter.
$ npx -y skills add Galaxy-Dawn/claude-scholar --skill agent-identifier --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/agent-identifierContext preview
The summary Claude sees to decide when to auto-load this skill.
Use when creating or configuring Claude Code agents and their frontmatter.
name: agent-identifier description: Use when creating or configuring Claude Code agents and their frontmatter. version: 0.1.0
Agents are autonomous subprocesses that handle complex, multi-step tasks independently. Understanding agent structure, triggering conditions, and system prompt design enables creating powerful autonomous capabilities.
**Key concepts:**
Use this skill when the user asks to:
Do not use this skill for:
--- name: agent-identifier description: Use this agent when [triggering conditions]. Examples: <example> Context: [Situation description] user: "[User request]" assistant: "[How assistant should respond and use this agent]" <commentary> [Why this agent should be triggered] </commentary> </example> <example> [Additional example...] </example> model: inherit color: blue tools: ["Read", "Write", "Grep"] --- You are [agent role description]... **Your Core Responsibilities:** 1. [Responsibility 1] 2. [Responsibility 2] **Analysis Process:** [Step-by-step workflow] **Output Format:** [What to return]
Agent identifier used for namespacing and invocation.
**Format:** lowercase, numbers, hyphens only **Length:** 3-50 characters **Pattern:** Must start and end with alphanumeric
**Good examples:**
**Bad examples:**
Defines when Claude should trigger this agent. **This is the most critical field.**
**Must include:** 1. Triggering conditions ("Use this agent when...") 2. Multiple `<example>` blocks showing usage 3. Context, user request, and assistant response in each example 4. `<commentary>` explaining why agent triggers
**Format:**
Use this agent when [conditions]. Examples: <example> Context: [Scenario description] user: "[What user says]" assistant: "[How Claude should respond]" <commentary> [Why this agent is appropriate] </commentary> </example> [More examples...]
**Best practices:**
Which model the agent should use.
**Options:**
**Recommendation:** Use `inherit` unless agent needs specific model capabilities.
Visual identifier for agent in UI.
**Options:** `blue`, `cyan`, `green`, `yellow`, `magenta`, `red`
**Guidelines:**
Restrict agent to specific tools.
**Format:** Array of tool names
tools: ["Read", "Write", "Grep", "Bash"]
**Default:** If omitted, agent has access to all tools
**Best practice:** Limit tools to minimum needed (principle of least privilege)
**Common tool sets:**
The markdown body becomes the agent's system prompt. Write in second person, addressing the agent directly.
**Standard template:**
You are [role] specializing in [domain]. **Your Core Responsibilities:** 1. [Primary responsibility] 2. [Secondary responsibility] 3. [Additional responsibilities...] **Analysis Process:** 1. [Step one] 2. [Step two] 3. [Step three] [...] **Quality Standards:** - [Standard 1] - [Standard 2] **Output Format:** Provide results in this format: - [What to include] - [How to structure] **Edge Cases:** Handle these situations: - [Edge case 1]: [How to handle] - [Edge case 2]: [How to handle]
✅ **DO:**
❌ **DON'T:**
Use this prompt pattern (extracted from Claude Code):
Create an agent configuration based on this request: "[YOUR DESCRIPTION]" Requirements: 1. Extract core intent and responsibilities 2. Design expert persona for the domain 3. Create comprehensive system prompt with: - Clear behavioral boundaries - Specific methodologies - Edge case handling - Output format 4. Create identifier (lowercase, hyphens, 3-50 chars) 5. Write description with triggering conditions 6
Semi-automated research assistant for academic research and software development. Supports Claude Code, Codex CLI, Kimi Code CLI, and OpenCode across ideation, coding, experiments, writing, and publication.
Repo: Galaxy-Dawn/claude-scholar
Use only when creating new registrable ML components that require Factory or Registry patterns.
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