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ops-inspector

AIOps-style one-click inspection skill for CloudBase resources. Use this skill when users need to diagnose errors, check resource health, inspect logs, or run a comprehensive health check across cloud functions, CloudRun services, databases, and other CloudBase resources.

76

Quality

96%

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

The canonical home for this skill is ops-inspector in TencentCloudBase/CloudBase-AI-Toolkit

SKILL.md
Quality
Evals
Security

Quality

Content

92%

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 workflow-clear, with concrete tool calls and explicit validation checkpoints. The main gap is progressive disclosure: sizable reference tables live inline with no bundle files to offload them.

Suggestions

Move the Preferred Tool Map, Common CLS Query Patterns, and the report markdown template into separate reference files (e.g. references/tool-map.md, references/cls-queries.md, references/report-template.md) and link to them from the body to improve progressive disclosure.

Trim the minor redundancy between the 'Common mistakes / gotchas' list and the 'Minimal checklist' so each adds distinct value.

Consider adding a short feedback-loop note for the targeted database/VPC inspection branch (e.g. re-query logs after adjusting VpcConf) to reinforce the validate-retry pattern already present in the full workflow.

DimensionReasoningScore

Conciseness

The body is lean and assumes Claude's competence: concrete MCP tool calls, compact tables, and a report template, with no padding explaining what cloud functions or CLS are. Not score 2 because nothing reads as unnecessary explanation; not below because there is minor redundancy between the 'Common mistakes' list and the 'Minimal checklist'.

3 / 3

Actionability

Fully executable guidance — exact tool calls with action parameters,queryString values, ISO 8601 time formats, and console URLs — copy-paste ready, matching the top anchor.

3 / 3

Workflow Clarity

The full-inspection workflow is a clearly sequenced Step 1-6 with explicit validation checkpoints (env check, CLS check before log search) and a checklist, matching the top anchor for explicit validation steps.

3 / 3

Progressive Disclosure

Content is well-sectioned and sibling-skill references are signaled with fallback URLs, but the skill ships no bundle files and keeps large inline reference material (report template, Preferred Tool Map, Common CLS Query Patterns) that could be split into separate reference files. It is not score 3 because there is no one-level-deep file split, and not score 1 because sectioning is clear and references are signaled.

2 / 3

Total

11

/

12

Passed

Description

100%

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 specific, trigger-rich, and clearly answers both what the skill does and when to use it within a distinct CloudBase-inspection niche. No notable weaknesses.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — 'diagnose errors, check resource health, inspect logs, or run a comprehensive health check' — across named resource types (cloud functions, CloudRun, databases), matching the top anchor for specific concrete actions.

3 / 3

Completeness

Explicitly answers both 'what' (one-click inspection of CloudBase resources) and 'when' via an explicit 'Use this skill when users need to...' trigger clause, matching the top anchor.

3 / 3

Trigger Term Quality

Uses natural phrasings a user would say — 'diagnose errors', 'check resource health', 'inspect logs', 'health check' — with good coverage of common variations, matching the top anchor.

3 / 3

Distinctiveness Conflict Risk

Scoped to a clear niche (CloudBase resource inspection) with distinct diagnostic triggers, making it unlikely to fire for unrelated skills.

3 / 3

Total

12

/

12

Passed

Validation

87%

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

Validation14 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

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

Warning

referenced_paths_exist

Referenced path issues: 1 missing

Warning

Total

14

/

16

Passed

Repository
TencentCloudBase/CloudBase-AI-Toolkit
Reviewed

Table of Contents

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