avav25/analyze
.claude/skills/analyze/SKILL.md
Deep analysis workflow for codebases, architectures, systems, products, markets, or research topics. Use when the user asks to analyze, investigate, assess, evaluate, compare, or research something in a structured way.
development
Updated Apr 16, 2026
$ install --global
skillsauthnpx skillsauth add avav25/ai-assets analyzeInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: Apr 16, 2026, 1:00 AM27.6s3 files scanned
SKILL.md
- name:
- analyze
- description:
- Deep analysis workflow for codebases, architectures, systems, products, markets, or research topics. Use when the user asks to analyze, investigate, assess, evaluate, compare, or research something in a structured way.
- context:
- fork
- argument-hint:
- [topic, question, or area to analyze]
Analyze
Perform structured analysis with explicit scope, evidence, and conclusions.
0. Gather Context
Read CLAUDE.md (or AGENTS.md) at the project root to understand the project's domain, tech stack, and business context. This shapes framework selection and analysis scope.
1. Classify the Request
Identify:
- Subject
- Core question
- Scope
- Desired depth
- Audience
- Decision the analysis should inform
2. Choose a Framework
Pick one to three frameworks from analytical-frameworks.md based on the question type.
Typical pairings:
- Current-state assessment -> gap analysis, architecture assessment
- Root cause -> 5 Whys, fishbone, causal analysis
- Comparison -> weighted scoring, MCDA
- Strategy -> SWOT, Porter's Five Forces, JTBD
- Technical assessment -> architecture review, technical debt assessment
3. Plan the Investigation
Break the work into MECE dimensions.
For each dimension, define:
- What evidence is needed
- Where it will come from
- What would confirm or contradict the current hypothesis
4. Collect Evidence
Use the minimum set of relevant sources:
- Repository files and docs
- Structured data or metrics
- Targeted commands
- Web research when current external information is required
Track evidence quality and note assumptions.
5. Analyze
Rules:
- Lead with evidence, not opinion
- Consider at least one alternative explanation
- State confidence explicitly
- Separate facts, inference, and recommendation
6. Present the Result
Use output-templates.md to structure the output.
All outputs should include:
- Executive summary
- Context
- Analysis
- Findings
- Recommendations
- Risks and limitations
Companion Resources
analytical-frameworks.mdoutput-templates.md
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