Code Analysis

VerifiedSafe

Investigate and analyze codebases to debug issues, identify patterns, or understand structure. Generates detailed analysis reports with findings and recommendations.

Sby Skills Guide Bot
DevelopmentIntermediate
206/2/2026
Claude Code
#code-investigation#debugging#pattern-analysis#root-cause-analysis

Recommended for

Our review

Deep code investigation to debug issues, analyze patterns, and trace data flow across the codebase.

Strengths

  • Systematic multi-step investigation (hypothesis, evidence, synthesis) for complex bugs.
  • Generates structured reports with evidence and actionable recommendations.
  • Leverages command-line tools (grep, git, logging) for thorough analysis.

Limitations

  • Requires Bash/Grep access, limiting use in non-CLI environments.
  • Output quality depends on user-provided arguments—vague input leads to vague analysis.
  • May be slow on very large projects without indexing.
When to use it

When you need to systematically debug a non-trivial issue, understand code patterns, or map out architecture.

When not to use it

For trivial questions or one-line fixes that don't warrant an in-depth investigation.

Security analysis

Safe
Quality score90/100

The skill uses investigative bash commands (grep, find, git log) and does not include destructive or exfiltrating actions. Allowed tools are appropriate for analysis.

No concerns found

Examples

Debug login failure
/analyse The login form fails silently with no error message. Check the authentication flow and recent changes.
Analyze API call pattern
/analyse Identify all places where we make external API calls and trace the data flow from request to response.
Investigate performance regression
/analyse The home page loads 2x slower than last week. Investigate recent commits and find the bottleneck.

name: analyse description: Investigate codebase, debug issues, or analyze patterns argument-hint: <issue or area to investigate> user-invocable: true allowed-tools:

  • Read
  • Grep
  • Glob
  • Bash
  • WebSearch

/analyse - Code Investigation

Investigate codebase issues, debug problems, or analyze patterns.

Purpose

Provide deep analysis by:

  • Investigating bugs and issues
  • Analyzing code patterns
  • Tracing data flow
  • Identifying root causes

Inputs

  • $ARGUMENTS: Issue description or area to investigate
  • ${PROJECT_NAME}: Current project context
  • Error messages or symptoms if debugging

Outputs

Analysis report at reports/analysis/YYYY-MM-DD-topic.md

Workflow

1. Understand the Question

From $ARGUMENTS:

  • Is this debugging an issue?
  • Is this understanding a pattern?
  • Is this exploring code structure?

2. Gather Context

  • Read relevant code
  • Search for patterns
  • Check logs if available
  • Review recent changes

3. Form Hypotheses

Based on initial investigation:

  • What might cause this?
  • What patterns are involved?
  • What dependencies matter?

4. Investigate

For each hypothesis:

  • Search for evidence
  • Trace code paths
  • Check data flow
  • Test assumptions

5. Analyze Findings

Synthesize discoveries:

  • What is the root cause?
  • What patterns were found?
  • What are the implications?

6. Document

Create analysis report:

# Analysis: [Topic]

**Date**: YYYY-MM-DD
**Scope**: [What was investigated]
**Conclusion**: [Key finding]

---

## Context
[What prompted this investigation]

## Investigation

### Approach
[How the investigation was conducted]

### Findings

#### Finding 1: [Title]
[Description of finding]

**Evidence**:
- [File:line - what was found]
- [Pattern observed]

#### Finding 2: [Title]
[Description]

## Root Cause
[If applicable, the underlying issue]

## Impact
[What this affects]

## Recommendations
1. [Recommendation 1]
2. [Recommendation 2]

## Related
- [Links to related code]
- [Links to docs]

Investigation Patterns

Bug Investigation

  1. Reproduce the issue
  2. Identify symptoms
  3. Trace to source
  4. Identify root cause
  5. Propose fix

Pattern Analysis

  1. Identify pattern instances
  2. Analyze commonalities
  3. Note variations
  4. Document implications

Code Structure Analysis

  1. Map components
  2. Trace dependencies
  3. Identify boundaries
  4. Document architecture

Performance Analysis

  1. Identify slow operations
  2. Profile if possible
  3. Analyze bottlenecks
  4. Propose optimizations

Tools for Investigation

# Search for patterns
grep -r "pattern" src/

# Find file types
find . -name "*.ts" -type f

# Git history
git log --oneline --all -- file.ts
git blame file.ts

# Test in isolation
npm test -- --grep "specific test"
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