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azure-compute-batch-java

Azure Batch SDK for Java. Run large-scale parallel and HPC batch jobs with pools, jobs, tasks, and compute nodes.

Quality

69%

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tessl review fix ./skills/azure-compute-batch-java/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

65%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.

This is a well-organized, code-dense API reference that is highly actionable for common Batch operations and mostly respects token budget. Its main weaknesses are the absence of a sequenced end-to-end workflow with explicit validation checkpoints (capped at 3 for a batch-operations skill) and the inlining of a large API reference that should live in a separate bundle file.

Suggestions

Add an end-to-end workflow section (create pool -> wait for steady state -> create job -> add tasks -> monitor via getJobTaskCounts/getTask -> inspect exit codes -> retrieve output -> delete resources) with explicit validation checkpoints and a retry loop.

Move the bulk per-operation API reference into a references/ file (e.g. references/api-reference.md), keeping a quick-start and the safety/validation guidance in SKILL.md.

Delete the boilerplate "When to Use" sentence and the "Key Concepts" table, which restate what the code sections already demonstrate.

DimensionReasoningScore

Conciseness

The body is dominated by lean, executable code examples with minimal prose padding, and the dense safety paragraph is high-value. Not a 5: the "Key Concepts" table explains concepts Claude already knows (Pool/Job/Task/Node), and the "When to Use" section ("This skill is applicable to execute the workflow or actions described in the overview") is pure boilerplate filler; not a 3: these are minor trims, not pervasive over-explanation.

4 / 5

Actionability

Concrete, executable Java snippets cover the common cases across client creation, pools, jobs, tasks, nodes, schedules, and error handling (e.g. batchClient.createPool(new BatchPoolCreateParameters(...)), try/catch BatchErrorException). Not a 5: several snippets omit imports (Duration, Arrays, List, OffsetDateTime appear un-imported) and rely on a beta-version API surface, so they are not reliably copy-paste ready; not a 3: the guidance is real executable code, not pseudocode.

4 / 5

Workflow Clarity

Operations are grouped by resource type rather than sequenced into an end-to-end workflow, and there is no validate -> fix -> retry loop; the safety paragraph ("inspect per-task failures/exit codes", "Set bounded...poll deadlines") and Error Handling section provide some checkpoint guidance, so this is not a 2, but per the guideline capping batch-operation skills without validation steps, it cannot exceed 3.

3 / 5

Progressive Disclosure

Section headers (Pool/Job/Task/Node/Schedule Operations) give real structure and the Reference Links table points to external docs, but the ~380-line inline API reference is exactly the content that belongs in a separate references file, and no bundle files exist. Not a 2: structure and navigation are present and clear; not a 4: the bulk reference content is inlined rather than split out.

3 / 5

Total

14

/

20

Passed

Description

61%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.

The description is concise, domain-specific, and uses third person with mostly natural trigger terms, but it lacks any explicit 'Use when...' trigger guidance, which caps its completeness and overall quality at the midpoint. Adding a trigger clause naming the situations and user phrasings that should invoke this skill would lift it substantially.

Suggestions

Add an explicit trigger clause, e.g. "Use when the user asks to run or manage Azure Batch workloads in Java — creating pools, submitting jobs and tasks, or managing compute nodes."

Include common variations users might say, such as "batch processing", "parallel jobs", or "HPC workloads", to broaden natural trigger coverage.

Lead with a distinctive phrase like "Azure Batch SDK for Java" at the start of the trigger clause to reduce overlap with generic batch-processing skills.

DimensionReasoningScore

Specificity

"Run large-scale parallel and HPC batch jobs with pools, jobs, tasks, and compute nodes" names the domain and one concrete action with several objects, but the action list is not comprehensive (single verb 'Run'). Not a 4: it does not list several distinct specific actions like 'extract text, fill forms, merge documents'; not a 2: the domain and objects are concrete, not generic.

3 / 5

Completeness

The 'what' is clear ("Run large-scale parallel and HPC batch jobs..."), but there is no 'Use when...' clause or equivalent explicit trigger guidance, which caps completeness at 3 per the judging guidelines. Not a 4: the 'when' is entirely absent rather than just implicit or weakly worded.

3 / 5

Trigger Term Quality

Good natural-keyword coverage: "Azure Batch", "Java", "batch jobs", "HPC", "pools", "compute nodes" are phrases users needing this skill would say. Not a 5: common variations like "batch processing", "task scheduling", or "parallel workloads" are missing; not a 3: the core natural terms are all present.

4 / 5

Distinctiveness Conflict Risk

"Azure Batch SDK for Java" carves a clear niche with minimal conflict risk against unrelated skills. Not a 5: generic mentions of "batch jobs" and "compute nodes" could overlap with other Azure SDK or batch-processing skills when a user doesn't name Java or Azure Batch explicitly.

4 / 5

Total

14

/

20

Passed

Validation

93%

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

Validation — 15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

15

/

16

Passed

Repository

sickn33/agentic-awesome-skills

Path

skills/azure-compute-batch-java/SKILL.md

Reviewed

Table of Contents

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