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DD scaffold

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microsoft/azure-skills Agent Skills author: microsoft 27 files · 3 scripts body ≈ 3 592 tokens Open the sourcegithub.com↗ analyzed 10 d ago

Generate deployment-ready infrastructure code from an architecture plan, verify it with adversarial self-review, and bridge to validation — all without…

As a process D 36/100 · Unfinished process — References files that are not bundled: ../SKILL.md, ../references/mcp-tool-reference.md, ../deploy/references/deploy-checklist-template.md

TemplateAzureTerraformInfrastructuretype 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
D
59/100
safety, quality, tests
Safety 60%
99
Quality 40%
0
Run on models
none yet
Process rating
D
36/100
Unfinished process
References files that are not bundled: ../SKILL.md, ../references/mcp-tool-reference.md, ../deploy/references/deploy-checklist-template.md
Tools and files w 18
0
Result and completion w 14
0
When it triggers w 12
0
the three weakest of ten parameters · all ten
This is a copy of a skill from another catalog; the rating counts the canonical one: scaffold (microsoft/skills)

How to improve

  1. Add a description to the frontmatter: without it the skill never triggers.
  2. The text references files that are not there: add them or drop the references.
For the model run — optional
  • Your own cases (evals/evals.json, 4–6 real requests with expected answers): the full check would then run those instead of a model-drafted suite.
  • A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.

Guard findings · 1

✓ No critical or high findings

Medium and low: 1
  • low Exfiltration read-dotenv references/dockerfile-generation.md:40
    Reads a .env file (negated — the text forbids it)
    - Never `COPY .env` or secrets — use `.dockerignore`
    negated

Files scanned: 27. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • error frontmatter SKILL.md: no YAML frontmatter block found
  • error name-missing SKILL.md: frontmatter has no `name`
  • error description-missing SKILL.md: no `description` — the skill can never trigger
  • warning missing-ref reference to a missing file: ../SKILL.md
  • warning missing-ref reference to a missing file: ../references/mcp-tool-reference.md
  • warning missing-ref reference to a missing file: ../deploy/references/deploy-checklist-template.md
  • warning missing-ref reference to a missing file: ../deploy/references/deploy-schemas.ts
  • warning missing-ref reference to a missing file: ../references/pipeline-rules.md

Process rating: all ten parameters 36/100

Will not run. References files that are not bundled: ../SKILL.md, ../references/mcp-tool-reference.md, ../deploy/references/deploy-checklist-template.md
  • 0Tools and files. 5 referenced file(s) missing: ../SKILL.md, ../references/mcp-tool-reference.md, ../deploy/references/deploy-checklist-template.md
  • 0Result and completion. Does not say what the result is
  • 0When it triggers. No condition that starts the skill
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 0Progress reporting. Says nothing while it works
  • 50Failures and branches. 0 branches, has a failure section
  • 85Steps. 22 steps, 1 vague phrases
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 3592 tokens
  • 100Running it twice. Mutating operations check current state
  • medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing

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
  • +4Description does not say when NOT to use the skill (false activations)
  • +3Description length 0: 120–800 characters recommended
  • +3Output format is not stated: the model decides each time
  • -220 emoji in the instructions: noise for the model
  • +1No license
  • +2Single-language instructions
  • +4Structure: 11 headings
  • +3Step-by-step instructions: 22 items
  • +4Has examples (5 code blocks)
  • +4Reference files are cited in the instructions (5 of 23)
  • +3All 2 scripts are documented

Quality base 70; lint remarks subtract, signals add up to 100. Result: 0.