dot-graph-intelligence Skill
Use when you need programmatic graph structure analysis — reachability, cycles, critical paths, and diffs without spending LLM tokens on structural questions code can answer Published by microsoft in amplifier-bundle-dot-graph.
What is dot-graph-intelligence Skill?
Use when you need programmatic graph structure analysis — reachability, cycles, critical paths, and diffs without spending LLM tokens on structural questions code can answer Published by microsoft in amplifier-bundle-dot-graph. This profile combines repository metadata with install, compatibility, and usage signals so developers can quickly decide whether it fits their agent workflow before opening the source repository.
Automated repository signals based on public metadata such as recency, license, installation evidence, and adoption. These are not a security audit or endorsement.
Key capabilities
- Includes SKILL.md support
- Reusable instructions support
- Data analysis
- Data analysis use cases
Technical details
- Install or run with Copy skill directory
When to use dot-graph-intelligence Skill
- Use it for data analysis.
Built with
Editorial notes
Source
- Creator: microsoft
- Repository: microsoft/amplifier-bundle-dot-graph
- Skill file: skills/dot-graph-intelligence/SKILL.md
What it does
Use when you need programmatic graph structure analysis — reachability, cycles, critical paths, and diffs without spending LLM tokens on structural questions code can answer
Skill instructions
DOT Graph Intelligence Overview Structural questions about graphs — "is this node reachable?", "are there cycles?", "what changed?" — are code problems, not language model problems. Graph analysis tools answer these in milliseconds with zero ambiguity. Reserve LLM reasoning for interpretation, not computation. Core principle: Code answers structural questions — that is code's judgment to make. LLMs interpret what the answers mean. Use the right tool for each layer. --- When to Use dot digraph whentouse { label="When to Use Graph Intelligence" labelloc=t rankdir=TB node [shape=diamond style="rounded,filled" fillcolor="FFF9C4" fontname="Helvetica"] edge [fontname="Helvetica" fontsize=10] Q1 [label="Is the question\nstructural?\n(reachability, cycles,\npaths, counts)"] Q2 [label="Does it require\nunderstanding\nmeaning or context?"] node [shape=box style="rounded,filled"] UseCode [label="Use graph analysis\noperations" fillcolor="C8E6C9"] UseLLM [label="Use LLM reasoning\nwith graph as co
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Frequently asked questions
What is dot-graph-intelligence?
dot-graph-intelligence is a open-source AI agent skill with Copy skill directory. Use when you need programmatic graph structure analysis — reachability, cycles, critical paths, and diffs without spending LLM tokens on structural questions code can answer
Who is dot-graph-intelligence best for?
dot-graph-intelligence is best for reusing agent instructions, scripts, and references, data analysis workflows.
How do I install dot-graph-intelligence?
Install or run dot-graph-intelligence using Copy skill directory. Check dot-graph-intelligence for the latest setup command.
Is dot-graph-intelligence actively maintained?
dot-graph-intelligence may need a closer maintenance check before production use.
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