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build-sample-matrix

Build the matrix of all the samples throughout different frameworks.

58

Quality

66%

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SecuritybySnyk

Low

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tessl review fix ./sdk/ai/.github/skills/azure-ai-projects-sample-matrix/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

78%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.

The content is a tight, actionable instruction skill with a concrete example matrix and a real validation script, organized into clear sections. Its main weaknesses are minor: implicit error-recovery after validation and a few typos.

DimensionReasoningScore

Conciseness

The body is mostly efficient: a compact repository table plus terse instructions, with no padding explaining what frameworks or samples are. It stays just shy of fully lean due to a few redundant notes and minor wording slack.

4 / 5

Actionability

It gives concrete, executable guidance: the server to use (github-mcp-server), a worked example matrix with real URLs, and a runnable validation command `python validate_links.py path/to/file.md` backed by an existing script. Minor gaps remain around how to enumerate samples via the MCP server.

4 / 5

Workflow Clarity

The sequence (analyze samples via github-mcp-server, build the matrix, validate links) is clear and includes an explicit validation checkpoint with the validate_links.py script, avoiding the batch-operation cap. It falls short of 5 because error-recovery feedback loops for failed link validation are only implied.

4 / 5

Progressive Disclosure

The body is short (~35 lines) and cleanly split into two well-organized sections with a single one-level-deep helper script reference (scripts/validate_links.py) that exists on disk, matching the simple-skill exception for well-organized content.

5 / 5

Total

17

/

20

Passed

Description

53%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 conveys a clear purpose but lacks any usage trigger and only names a single concrete action. Adding a 'Use when...' clause and more specific action verbs would markedly improve it.

Suggestions

Add an explicit 'Use when...' trigger clause (e.g., 'Use when auditing sample coverage across Azure SDK language repositories').

Expand specificity by naming concrete actions such as 'analyze', 'catalog', and 'compare' samples rather than only 'Build the matrix'.

Include natural user-facing terms and synonyms (e.g., 'sample coverage', 'cross-language samples', 'SDK samples').

DimensionReasoningScore

Specificity

The description names the domain ("samples throughout different frameworks") and one concrete action ("Build the matrix"), but offers no further concrete actions, matching the anchor that names the domain with 1-2 actions yet is not comprehensive.

3 / 5

Completeness

It states a clear 'what' (build the sample matrix across frameworks) but provides no 'when' / 'Use when...' guidance; per the judging guidelines a missing trigger clause caps completeness at 3.

3 / 5

Trigger Term Quality

Terms like "samples", "matrix", and "frameworks" are relevant, but there are no natural trigger phrases users would say and no synonyms or variations, fitting the 'some relevant keywords but missing common variations' anchor.

3 / 5

Distinctiveness Conflict Risk

"Build the matrix of all the samples throughout different frameworks" carves a fairly distinct niche with minimal overlap risk against generic skills, sitting just below the fully distinct anchor.

4 / 5

Total

13

/

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.

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
Azure/azure-sdk-for-net
Reviewed

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