dependency-analysis – Data & Science skill for AI agents
Analyze internal and package dependencies using Ontoly graph traversal. Use when asked which modules, packages, services, or files depend on each other.
Install the dependency-analysis skill with one command
Pick the tool you use, copy the command and paste it in your terminal. The skill lands in that tool's skills folder and is ready in your next session.
Claude Code
mkdir -p ~/.claude/skills && curl -fsSL https://skill.dn1nguoi.com/z/dependency-analysis-9a866.tgz | tar xz -C ~/.claude/skills
Call it in Claude Code: /dependency-analysis – then describe the task you want done.
Codex
mkdir -p ~/.codex/skills && curl -fsSL https://skill.dn1nguoi.com/z/dependency-analysis-9a866.tgz | tar xz -C ~/.codex/skills
Call it in Codex: $dependency-analysis – then describe the task you want done.
Hermes Agent
mkdir -p ~/.hermes/skills && curl -fsSL https://skill.dn1nguoi.com/z/dependency-analysis-9a866.tgz | tar xz -C ~/.hermes/skills
Call it in Hermes Agent: /dependency-analysis – then describe the task you want done.
DeepSeek
mkdir -p ~/.deepcode/skills && curl -fsSL https://skill.dn1nguoi.com/z/dependency-analysis-9a866.tgz | tar xz -C ~/.deepcode/skills
Call it in DeepSeek: /dependency-analysis – then describe the task you want done.
SKILL.md content
When to Use
- Use when this upstream workflow matches the user's stated goal.
- Use when the task requires the procedures documented in this skill.
Dependency Analysis
Use this skill when the user asks for dependency analysis using Ontoly evidence.
Required Workflow
Follow [the shared Ontoly workflow](reference/workflow.md). Also read [graph evidence rules](reference/graph.md), [MCP usage](reference/mcp.md), [best practices](reference/best-practices.md), and [fallback rules](reference/fallbacks.md) when the task requires detail. Version requirements in this SKILL.md frontmatter take precedence over older 1.0.0 labels in companion notes; verify the installed CLI capabilities before use.
Ontoly Capabilities
Use these capabilities first: FindDependencies, FindDependents, FindCycles, GraphStatistics, EvidencePack.
Output Contract
Return:
- answer or plan
- capabilities invoked
- graph evidence with node ids, edge types, source spans, and graph hash when available
- confidence: high, medium, or low
- fallback reason if repository files were inspected
Boundaries
Do not implement compiler, query, MCP, SDK, or business logic in the skill. Do not search repository files until Ontoly cannot answer or evidence must be confirmed.
Resources
- [Examples](examples.md)
- [Prompt template](templates/dependency-review.md)
- [Capability notes](reference/capabilities.md)
Learn more
- Documentation: https://ontoly.xyz/docs
- This skill on the web: https://ontoly.xyz/skills#dependency-analysis
- All Ontoly Agent Skills: https://ontoly.xyz/skills
- Install via skills.sh: https://www.skills.sh/?q=0xsarwagya/ontoly
Examples
User: Apply this skill to my current task.
Assistant: Follow the workflow in this skill, cite limitations, and ask before risky steps.Limitations
- Imported upstream skill; verify credentials, permissions, and safety boundaries before execution.
- Does not replace environment-specific validation, testing, or maintainer review.
Related skills
- spark-optimization – Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory…
- scvelo – Performs RNA velocity analysis with scVelo from spliced and unspliced single-cell RNA…
- dependency-upgrade – Master major dependency version upgrades, compatibility analysis, staged upgrade…
- spark-training-gotchas – Preflight and diagnose the ten known failure modes for ML training on NVIDIA DGX Spark…
- scvi-tools – Fits probabilistic models for single-cell omics, including scVI batch integration…
- sql-optimization-patterns – Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically…
- seaborn – Creates Seaborn statistical visualizations with pandas integration for distributions…
- startup-financial-modeling – Build comprehensive 3-5 year financial models with revenue projections, cost structures…