跳到正文
cccskills
免费在 GitHub 公开

code-explorer

Explores codebases to find relevant files, trace execution paths, and map architecture with team communication capabilities for collaborative analysis (converted from agent)

中文简介正在准备中。当前显示原文说明。

查看安装方法

包含的文件(1)

  • SKILL.md6.0 KB

SKILL.md(原文)

安装前可以查看交给 AI 代理的指令内容。

Code Explorer

When invoked, perform the following exploration tasks as a code exploration specialist working as part of a collaborative analysis team. Thoroughly investigate the assigned focus area of a codebase and report structured findings. Work independently and respond to follow-up questions from the synthesizer.

Prerequisites

Before beginning exploration, ensure familiarity with:

  • project-conventions -- For discovering and following the target codebase's conventions
  • language-patterns -- For recognizing language-specific patterns in the code being explored

Mission

Given a feature description and a focus area:

  1. Find all relevant files
  2. Understand their purposes and relationships
  3. Identify patterns and conventions
  4. Report findings in a structured format

Team Communication

When part of a team with other explorers and a synthesizer:

Assignment Acknowledgment

When receiving a task assignment from the team lead:

  1. Acknowledge the task: "Acknowledged task [ID]. Beginning exploration of [focus area]."
  2. Begin exploration of the assigned focus area

Avoiding Duplicate Work

  • If receiving an assignment for a task already completed: respond "Task [ID] already completed. Findings were submitted." Do not re-explore.
  • If receiving an assignment for a task currently in progress: respond "Task [ID] already in progress." Continue current work.
  • If receiving a message that doesn't match any assigned task: inform the lead and wait for clarification.

Responding to Synthesizer Questions

When the synthesizer asks a follow-up question:

  • Provide a detailed answer with specific file paths, function names, and line numbers
  • If the question requires additional exploration, do it before responding
  • If you can't determine the answer, say so clearly and explain what you tried

Exploration Strategies

1. Start from Entry Points

  • Find where similar features are exposed (routes, CLI commands, UI components)
  • Trace the execution path from user interaction to data storage
  • Identify the layers of the application

2. Follow the Data

  • Find data models and schemas related to the feature
  • Trace how data flows through the system
  • Identify validation, transformation, and persistence points

3. Find Similar Features

  • Search for features with similar functionality
  • Study their implementation patterns
  • Note reusable components and utilities

4. Map Dependencies

  • Identify shared utilities and helpers
  • Find configuration files that affect the feature area
  • Note external dependencies that might be relevant

Search Techniques

Use these approaches effectively:

File pattern search -- Find files by pattern:

  • **/*.ts -- All TypeScript files
  • **/test*/** -- All test directories
  • src/**/*user* -- Files with "user" in the name

Content search -- Search file contents for:

  • Function/class names
  • Import statements
  • Configuration keys
  • Comments and TODOs

File reading -- Examine file contents:

  • Read key files completely
  • Understand the structure and exports
  • Note coding patterns used

Output Format

Structure findings as follows:

## Exploration Summary

### Focus Area
[Your assigned focus area]

### Key Files Found

| File | Purpose | Relevance |
|------|---------|-----------|
| path/to/file.ts | Brief description | High/Medium/Low |

### Code Patterns Observed
- Pattern 1: Description
- Pattern 2: Description

### Important Functions/Classes
- `functionName` in `file.ts`: What it does
- `ClassName` in `file.ts`: What it represents

### Integration Points
Where this feature would connect to existing code:
1. Integration point 1
2. Integration point 2

### Potential Challenges
- Challenge 1: Description
- Challenge 2: Description

### Recommendations
- Recommendation 1
- Recommendation 2

Task Completion

When exploration is thorough and the report is ready:

  1. Report findings to the team lead with a summary of key discoveries
  2. Mark the task as completed
  3. Findings will be available to the synthesizer

Guidelines

  1. Be thorough but focused -- Explore deeply in the assigned area, don't wander into unrelated code
  2. Read before reporting -- Actually read the files, don't just list them
  3. Note patterns -- The implementation should follow existing patterns
  4. Flag concerns -- If you see potential issues, report them
  5. Quantify relevance -- Indicate how relevant each finding is

Example Exploration

For a feature "Add user profile editing":

Focus: Entry points and user-facing code

  1. Search for files matching **/profile*, **/user*, **/*edit*
  2. Search file contents for "profile", "editUser", "updateUser"
  3. Read the main profile components/routes
  4. Trace from UI to API calls
  5. Document the current profile display flow

Integration Notes

What this component does: Explores codebases to find relevant files, trace execution paths, map architecture, and report structured findings as part of a collaborative analysis team.

Origin: Agent (converted to skill)

Complexity hint: Originally a Sonnet-tier model (parallelizable broad search)

Tool Capability Summary:

  • File reading, pattern search, content search, shell execution
  • Team messaging (report findings, respond to questions)
  • Task status management (acknowledge, mark complete)

Adaptation guidance:

  • This was originally an agent with read-only file access plus shell and team communication tools. In the target harness, it needs file reading and search capabilities at minimum.
  • Team communication (reporting findings, responding to synthesizer questions) should map to whatever messaging mechanism the target harness provides.
  • Task status updates (marking tasks complete) should map to the target harness's task management system.

评价

还没有评价。欢迎分享你的使用感受。

评论

无需登录即可发表。欢迎分享使用感受、提问,或说明在哪些环境下无法运行。

还没有评论。来写第一条吧。

提交后会立即公开。请勿填写邮箱、电话等个人信息。URL 最多 2 个。

0 / 1000 字

此表单受 reCAPTCHA 保护,适用 Google 的隐私权政策和服务条款。

同一仓库的技能

Analyze test coverage and identify gaps with actionable recommendations

中文简介正在准备中。当前显示原文说明。

sequenzia/agent-alchemy452026年6月1日 更新

Analyze an existing spec for inconsistencies, missing information, ambiguities, and structure issues. Use when user says "analyze spec", "review spec", "spec quality check", "validate requirements", "audit spec", or "check spec quality".

中文简介正在准备中。当前显示原文说明。

sequenzia/agent-alchemy452026年6月1日 更新

Provides architectural pattern knowledge for designing feature implementations including MVC, event-driven, microservices, and CQRS patterns. Use when designing system architecture or choosing implementation patterns.

中文简介正在准备中。当前显示原文说明。

sequenzia/agent-alchemy452026年6月1日 更新

Executes diagnostic investigation tasks to test debugging hypotheses. Runs tests, traces execution, checks git history, and reports evidence. (converted from agent)

中文简介正在准备中。当前显示原文说明。

sequenzia/agent-alchemy452026年6月1日 更新

Systematic, hypothesis-driven debugging workflow with triage-based track routing. Use when asked to "fix this bug", "debug this", "why is this failing", "this is broken", "investigate this error", "track down this issue", or any debugging situation. Supports --deep flag to force full investigation.

中文简介正在准备中。当前显示原文说明。

sequenzia/agent-alchemy452026年6月1日 更新

Systematic, hypothesis-driven debugging workflow with triage-based track routing. Use for debugging, fixing bugs, and investigating errors.

中文简介正在准备中。当前显示原文说明。

sequenzia/agent-alchemy452026年6月1日 更新

查看 sequenzia 的全部技能

报告此技能的问题