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managing-astro-deployments

Manage Astronomer production deployments with Astro CLI. Use when the user wants to authenticate, switch workspaces, create/update/delete deployments, or deploy code to production.

68

Quality

85%

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SecuritybySnyk

Passed

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SKILL.md
Quality
Evals
Security

Quality

Content

76%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

A highly actionable, well-organized CLI reference whose commands are copy-paste ready and whose workflows are easy to follow. The main gap is the absence of embedded validation checkpoints (health checks, ID verification) in workflows that include destructive and production-deploying operations.

Suggestions

Embed validation steps into the destructive and production workflows, e.g. "astro deployment inspect <DEPLOYMENT_ID>` before `astro deployment delete` to confirm the right target and its health.

Add a post-deploy verification step to each workflow, such as checking deployment status via `astro deployment inspect` until HEALTHY after `astro deploy`.

Deduplicate the Tips section against the inline guidance (fast deploys, --dag-deploy-enabled) and consider moving the inspect output fields and token details to a references file to slim the main body.

DimensionReasoningScore

Conciseness

Mostly lean command blocks with useful comments, but the Tips section repeats guidance already given inline ("--dags flag for fast iteration (seconds vs minutes)", "--dag-deploy-enabled once per deployment"), and the deploy sections restate their "Use when" criteria twice in slightly different forms.

4 / 5

Actionability

Every section gives copy-paste-ready `astro` commands with clear placeholders, realistic flags, and role/expiry examples; the three worked workflows (first deploy, iterative DAG dev, staging-to-prod) cover the common cases fully.

5 / 5

Workflow Clarity

Sequences are clear, but the skill involves destructive and production operations (deployment delete, --force deploys, prod promotion) whose workflows lack embedded validation checkpoints — health verification appears only as a detached tip, and delete has no verify-ID/inspect-first step, capping this dimension at 3 per the rubric's destructive-operation rule.

3 / 5

Progressive Disclosure

No bundle files exist; the single SKILL.md is well-sectioned with clear headings and well-signaled cross-skill pointers, though ~280 lines of CLI reference (inspect output fields, executor options, token roles) is inlined rather than split into a reference file.

4 / 5

Total

16

/

20

Passed

Description

88%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

A strong description: concrete multi-action capability statement paired with an explicit "Use when" trigger clause. The only weaknesses are a few missing natural trigger synonyms and minor overlap risk with related skills in the same family.

Suggestions

Add natural synonyms users would say, e.g. "deploy DAGs", "Airflow deployments", or "CI/CD deploys", to strengthen trigger matching.

Sharpen boundaries against sibling skills by adding a phrase like "production-only; not for local dev or log troubleshooting" to reduce overlap risk.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — "authenticate, switch workspaces, create/update/delete deployments, or deploy code" — covering the domain comprehensively, matching the anchor-5 example's breadth rather than the minor-gaps profile of a 4.

5 / 5

Completeness

Explicitly answers both "what" (manage Astronomer production deployments with the Astro CLI plus named actions) and "when" ("Use when the user wants to authenticate, ... or deploy code to production") with concrete trigger phrases.

5 / 5

Trigger Term Quality

Good natural keywords ("deploy code to production", "switch workspaces", "authenticate") but misses common user variations such as "Airflow", "DAGs", "CI/CD", or "release", so it falls short of comprehensive synonym coverage.

4 / 5

Distinctiveness Conflict Risk

"Astronomer production deployments" and "Astro CLI" carve a clear niche, but closely related sibling skills (local env, troubleshooting, project setup) create minor overlap risk around deployment creation, tokens, and environment variables.

4 / 5

Total

18

/

20

Passed

Validation

100%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository

astronomer/agents

Path

skills/managing-astro-deployments/SKILL.md

Reviewed

Table of Contents

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