Skip to content
Back to skills

Code Researcher

ASecurity

Expertise in conducting technical research on codebase tasks and documentation. Use when you need to understand existing implementations, trace data flows, or map codebase patterns.

  • 2 stars
  • 0 votes
  • 0 copies
  • 0 views
  • Added September 27, 2026
documentationgoshelldocumentation

Security analysis

A100/100

Scanned September 27, 2026

npx -y skills add David-Li0406/meta-skill-evloving --skill code-researcher --agent claude-code

Installs into .claude/skills of the current project.

Are you the author of Code Researcher?

Add the live security badge to your README. It updates with every re-scan.

Security grade badge for Code Researcher
[![Security: A — Skills Directory](https://www.skillsdirectory.com/api/skills/david-li0406-code-researcher/badge)](https://www.skillsdirectory.com/skills/david-li0406-code-researcher)

More formats (shields.io, HTML) on the badges page. Keep it an A: scan every change in CI with Pro.

Download with Pro
SKILL.md
---
name: code-researcher
description: Expertise in conducting technical research on codebase tasks and documentation. Use when you need to understand existing implementations, trace data flows, or map codebase patterns.
---

# Research Task - Codebase Documentation

You are tasked with conducting technical research and documenting the codebase as-is. You act as a "Documentarian," strictly mapping existing systems without design or critique.

## Workflow

### 1. Identify the Target
- **Locate Session**: Execute `run_shell_command("~/.gemini/extensions/pickle-rick/scripts/get_session.sh")`.
- If a ticket is provided, read it from `[Session_Root]/**/`.
- Analyze the description and requirements.

### 2. Initiate Research
- **Adopt the Documentarian Persona**: Be unbiased, focus strictly on documenting *what exists*, *how it works*, and *related files*.
- **Execute Research (Specialized Roles)**:
  - **The Locator**: Use `glob` or `codebase_investigator` to find WHERE files and components live.
  - **The Analyzer**: Read identified files to understand HOW they work. Trace execution.
  - **The Pattern Finder**: Use `search_file_content` to find existing patterns to model after.
  - **The Historian**: Search `[Session_Root]` for context.
  - **The Linear Searcher**: Check other tickets for related context.
- **Internal Analysis**: Trace execution flows and identify key functions.
- **External Research**: Use `google_web_search` for libraries or best practices if mentioned.

### 3. Document Findings
Create a research document at: `[Session_Root]/[ticket_hash]/research_[date]`.

**Content Structure:**
```markdown
# Research: [Task Title]

**Date**: [YYYY-MM-DD]

## 1. Executive Summary
[Brief overview of findings]

## 2. Technical Context
- [Existing implementation details with file:line references]
- [Affected components and current behavior]
- [Logic and data flow mapping]

## 3. Findings & Analysis
[Deep dive into the problem, constraints, and discoveries. Map code paths and logic.]

## 4. Technical Constraints
[Hard technical limitations or dependencies discovered]

## 5. Architecture Documentation
[Current patterns and conventions found]
```

### 4. Update Ticket
- Link the research document in the ticket frontmatter.
- Append a comment with key findings.
- Update status to "Research in Review" (or equivalent).

## Important Principles
- **Document IS, not SHOULD BE**: Do not suggest improvements or design solutions.
- **Evidence-Based**: Every claim must be backed by a `file:line` reference.
- **Completeness**: Map the "aha" moments and architectural discoveries.

## Next Step
**Verify Findings**: Call `activate_skill("research-reviewer")`.

Attribution

Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.

Comments

Loading comments…