AgentSkillsCN

small-to-before-research

将模糊或非正式的提示转化为结构清晰、精准明确的指令，使其更适配researchCodebase智能体。当您准备启动代码库研究，而用户的需求尚需进一步细化以获得更佳效果时，可使用此技能。

SKILL.md
--- frontmatter
name: small-to-before-research
description: Transform vague or informal prompts into structured, precise prompts optimized for the researchCodebase agent. Use when preparing to launch codebase research and the user's request needs refinement for better results.

Small to Before Research

Transform vague prompts into optimized research prompts for the researchCodebase agent.

Process

  1. •Analyze the vague input - Identify the core intent, implicit assumptions, and missing specifics
  2. •Extract key elements:
    • •What is being searched for (files, patterns, implementations, architecture)
    • •Why (understanding, modification, debugging, documentation)
    • •Scope constraints (specific directories, file types, modules)
  3. •Generate optimized prompt with these characteristics:
    • •Imperative voice ("Find...", "Identify...", "Document...")
    • •Specific search targets (function names, patterns, file types)
    • •Clear deliverables (list files, explain flow, map dependencies)
    • •Scope boundaries when applicable

Output Format

code
**Research Prompt:**

[Optimized prompt here]

**Search Targets:**
- [Specific files/patterns/keywords to look for]

**Expected Deliverables:**
- [What the research should produce]

Examples

Vague: "how does auth work" Optimized:

code
Research Prompt:
Document the authentication flow from login to session management. Identify entry points, middleware, token handling, and session storage mechanisms.

Search Targets:
- auth, login, session, token, middleware, jwt, passport
- Files: *auth*, *session*, *login*

Expected Deliverables:
- Authentication entry points and routes
- Token/session lifecycle
- Key files and their relationships

Vague: "find where we handle errors" Optimized:

code
Research Prompt:
Locate error handling patterns across the codebase. Document centralized error handlers, try-catch patterns, error middleware, and custom error classes.

Search Targets:
- error, catch, throw, ErrorHandler, middleware
- Files: *error*, *exception*, *handler*

Expected Deliverables:
- Error handling entry points
- Custom error classes/types
- Error propagation patterns