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BF software-architecture

Design and review software architectures from business drivers through system boundaries, tradeoffs, runtime behavior, evolution, and architecture practice. Use when choosing a greenfield or target architecture, comparing modular-monolith and service shapes, designing distributed consistency, replication, partitioning, coordination, ordering, transaction isolation, or failure behavior, defining architecture fitness evidence, or facilitating a consequential architecture review. Do not use for reverse engineering, API contract semantics, data-platform design, implementation, infrastructure operations, security lifecycle, or migration execution; route those to the named specialist skills.

magnus919/agent-skills Agent Skills author: magnus919 MIT 14 files body ≈ 1 657 tokens Open the sourcegithub.com↗ analyzed 27 h ago

Design and review software architectures from business drivers through system boundaries, tradeoffs, runtime behavior, evolution, and architecture practice.

As a process F 55/100 · Will not run — References files that are not bundled: ../programming-principles/references/designing-data-intensive-apps.mini.md, ../programming-principles/references/designing-data-intensive-apps.full.md

AnalyzerInfrastructuretype and topics are labelled automatically from the skill text
Runs in: Claude / Claude Code ChatGPT / Codex Gemini CLI Cursor GitHub Copilot / VS Code Qwen Code Kimi Code CLI Z.ai (GLM) DeepSeek (Deep Code) Mistral Vibe LangChain (deepagents) OpenClaw Goose OpenCode
JSON
Technical rating
B
93/100
safety, quality, tests
Safety 60%
100
Quality 40%
83
Run on models
none yet
Process rating
F
55/100
Will not run
References files that are not bundled: ../programming-principles/references/designing-data-intensive-apps.mini.md, ../programming-principles/references/designing-data-intensive-apps.full.md
Tools and files w 18
0
Inputs and preconditions w 11
0
Progress reporting w 2
0
the three weakest of ten parameters · all ten

How to improve

  1. The text references files that are not there: add them or drop the references.
For the model run — optional
  • A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.

Guard findings · 0

✓ No critical or high findings

Files scanned: 13. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning missing-ref reference to a missing file: ../programming-principles/references/designing-data-intensive-apps.mini.md
  • warning missing-ref reference to a missing file: ../programming-principles/references/designing-data-intensive-apps.full.md

Process rating: all ten parameters 55/100

Will not run. References files that are not bundled: ../programming-principles/references/designing-data-intensive-apps.mini.md, ../programming-principles/references/designing-data-intensive-apps.full.md
  • 0Tools and files. 2 referenced file(s) missing: ../programming-principles/references/designing-data-intensive-apps.mini.md, ../programming-principles/references/designing-data-intensive-apps.full.md
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 0Progress reporting. Says nothing while it works
  • 30Running it twice. 3 mutating operations with no state check
  • 50When it triggers. No condition that starts the skill
  • 60Result and completion. Output format stated, no completion criterion
  • 100Steps. 20 steps
  • 100Failures and branches. 1 branches, has a failure section
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 1657 tokens
  • low No test case covers injection arriving through data

Everything here is measured from the skill text rather than judged by a model, so the numbers are checkable. A parameter weighs more when it is a more common reason for the process to stall.

Quality signals

  • +5Description has no quoted example phrases that should trigger the skill
  • +4No input/output examples
  • +2Single-language instructions
  • +4Description says when NOT to use the skill
  • +3Description length 694: enough signal without eating the budget
  • +4Structure: 7 headings
  • +3Step-by-step instructions: 20 items
  • +3Output format is stated explicitly
  • +4Reference files are cited in the instructions (8 of 8)
  • +1License stated

Quality base 70; lint remarks subtract, signals add up to 100. Result: 83.