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System architecture design and review.
Passed 19 of 22 test cases with the skill, and 4 of 22 without it.
and 13 more in the full report
16 fixed3 passed either way2 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 16 test cases the skill fixed. Same model, same prompt, with and without the skill.
When dependency analysis outputs package JSON via `--output json`, which skill handles passing this file for CVE correlation and vulnerability scanning?
| Checked | Without skill | With skill |
|---|---|---|
| Identifies senior-security as the integration target | Missed | Passed |
The instructions your model reads when the skill loads.
Architecture design and analysis tools for making informed technical decisions: visualize system structure, analyze dependencies and coupling, detect architectural patterns, and run decision workflows for databases, patterns, and monolith-vs-microservices trade-offs.
Before generating diagrams or an assessment, confirm these inputs. If any is unknown or vague, ASK — do not assume:
Stop rule: ask only the 2-3 that most change the output. If the user says "just draft it," proceed and list your assumptions at the top of the artifact.
| Tool | Purpose | Command |
|---|---|---|
architecture_diagram_generator.py | Generate component/layer/deployment diagrams from project structure | python scripts/architecture_diagram_generator.py ./project --format mermaid --type component |
dependency_analyzer.py | Score coupling and find circular dependencies across package managers | python scripts/dependency_analyzer.py ./project --output json --check circular |
project_architect.py | Detect architecture pattern, layer violations, and code smells | python scripts/project_architect.py ./project --check layers --verbose |
Run any script with --help for full flags.
test cases passed, vs 4 / 22 without
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