CtrlK
BlogDocsLog inGet started
Tessl Logo

azure-monitor-opentelemetry-py

Azure Monitor OpenTelemetry Distro for Python. Use for one-line Application Insights setup with auto-instrumentation.

62

Quality

74%

Does it follow best practices?

Run evals on this skill

Adds up to 20 points to the overall score

View guide

SecuritybySnyk

Passed

No findings from the security scan

Fix and improve this skill with Tessl

tessl review fix ./plugins/AI-Agents-Safe-Coding-Skills/skills/azure-monitor-opentelemetry-py/SKILL.md

The canonical home for this skill is azure-monitor-opentelemetry-py in administrakt0r/AI-Agents-Safe-Coding-Skills

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 body is highly actionable and well-organized with executable examples covering the common cases, and it respects token budget without explaining concepts Claude already knows. Its main weaknesses are the lack of progressive disclosure (everything inlined in one file) and a filler 'When to Use' section.

Suggestions

Split the auto-instrumentation list and the full configuration-options table into a reference file (e.g., references/CONFIG.md) and link to it from the body to improve progressive disclosure.

Replace the filler 'When to Use' section with concrete, specific guidance on when this skill applies versus alternatives.

Trim repeated import boilerplate in later code examples and remove any residual over-explanation to push conciseness toward the top band.

DimensionReasoningScore

Conciseness

Tight, mostly executable sections with minimal explanatory padding; the trailing 'When to Use' line is filler and a few imports repeat, keeping it just below lean-and-efficient.

4 / 5

Actionability

Copy-paste ready, executable code across install, env vars, Quick Start, multiple frameworks (Flask/Django/FastAPI), traces/metrics/logs, sampling, AAD auth, plus a config-options table with defaults.

5 / 5

Workflow Clarity

Clear sequencing from install to configuration with ordering guidance in Best Practices ('call configure_azure_monitor() early'); no validation steps, but no destructive/batch operations so the cap does not apply.

4 / 5

Progressive Disclosure

A single 218-line file with no references/scripts/assets; section structure is good, but the instrumentation list and config table are inlined that could live in separate files, and there are no signaled deeper references.

3 / 5

Total

16

/

20

Passed

Description

70%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, uses third person, and clearly states both what the skill does and when to use it. It is specific to its niche but could enumerate more concrete capabilities and broader trigger phrases to reach the top band.

Suggestions

Expand the 'what' with a few more concrete actions (e.g., 'capture traces, metrics, and logs; configure sampling and Azure AD auth') to lift specificity from 3 to 4-5.

Broaden the 'Use for' clause with additional natural triggers (e.g., 'telemetry', 'monitoring', 'instrumenting Python apps') to improve trigger coverage and distinctiveness.

Add a file-extension or platform cue (e.g., 'for Python apps') to further reduce overlap with generic OpenTelemetry skills.

DimensionReasoningScore

Specificity

Names the domain (Azure Monitor OpenTelemetry Distro for Python) and 1-2 concrete actions ('one-line Application Insights setup', 'auto-instrumentation'), but coverage is narrow rather than comprehensive.

3 / 5

Completeness

Provides a clear 'what' and an explicit 'Use for...' 'when' clause; the 'when' could be broader and more specific about additional triggers.

4 / 5

Trigger Term Quality

Includes natural terms users would say ('Application Insights', 'Azure Monitor', 'OpenTelemetry', 'auto-instrumentation', 'Python') with good coverage, though a few synonyms or variants are missing.

4 / 5

Distinctiveness Conflict Risk

Clearly niches to Azure Monitor OpenTelemetry for Python, mostly distinct with only minor overlap risk against general OpenTelemetry skills.

4 / 5

Total

15

/

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.

Validation15 / 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
administrakt0r/AI-Agents-Safe-Coding-Skills
Reviewed

Table of Contents

Is this your skill?

If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.