Use when you need to generate a checklist document with embedded agents inventory, following the embedded template exactly and producing INVENTORY-AGENTS-JAVA.md in the project root. This should trigger for requests such as Create embedded agents inventory checklist; Generate INVENTORY-AGENTS-JAVA.md; Use @002-agents-inventory. Part of cursor-rules-java project
79
73%
Does it follow best practices?
Impact
—
No eval scenarios have been run
Passed
No known issues
Optimize this skill with Tessl
npx tessl skill review --optimize ./skills/002-agents-inventory/SKILL.mdQuality
Discovery
89%Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.
This is a solid skill description that clearly communicates when to trigger and what it produces. It benefits from explicit trigger examples and a specific output artifact. The main weakness is that the 'what' could be slightly more detailed about the concrete actions involved beyond just generating the file (e.g., what the checklist contains or what steps are followed).
| Dimension | Reasoning | Score |
|---|---|---|
Specificity | It names the domain (generating a checklist document with embedded agents inventory) and the specific output file (INVENTORY-AGENTS-JAVA.md), but doesn't list multiple concrete actions beyond 'generate a checklist document'. The actions are somewhat narrow but not comprehensively described. | 2 / 3 |
Completeness | Clearly answers both 'what' (generate a checklist document with embedded agents inventory following the embedded template, producing INVENTORY-AGENTS-JAVA.md) and 'when' (explicit 'Use when' clause and 'This should trigger for' with specific example requests). | 3 / 3 |
Trigger Term Quality | Includes several natural trigger terms users would say: 'embedded agents inventory checklist', 'INVENTORY-AGENTS-JAVA.md', '@002-agents-inventory', and 'Create embedded agents inventory checklist'. These are specific and cover likely user phrasings for this particular skill. | 3 / 3 |
Distinctiveness Conflict Risk | Very specific niche: generating a particular file (INVENTORY-AGENTS-JAVA.md) for a particular project (cursor-rules-java) with a specific template. Unlikely to conflict with other skills due to the highly specific file name and project context. | 3 / 3 |
Total | 11 / 12 Passed |
Implementation
57%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
The skill is well-structured with appropriate progressive disclosure and a clear workflow sequence, but lacks concrete actionability—there are no code examples, sample outputs, or executable validation commands. The content includes some unnecessary sections (trigger phrases, 'what is covered') that consume tokens without adding value for Claude. The validation step needs a concrete mechanism to be truly useful.
Suggestions
Add a concrete validation mechanism in step 3, such as a diff command or a specific checklist of sections/rows to verify against the template.
Include a brief sample snippet showing what a portion of the expected INVENTORY-AGENTS-JAVA.md output looks like, so Claude has a concrete reference even before reading the full template.
Remove the 'What is covered in this Skill?' and 'When to use this skill' sections—these are metadata that belong in frontmatter, not in the body content Claude needs to execute the task.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The 'What is covered in this Skill?' section and the 'When to use this skill' section add little value—Claude doesn't need a summary of what the skill covers or trigger phrases. The edge case bullets are somewhat boilerplate. However, the core workflow and constraints are reasonably tight. | 2 / 3 |
Actionability | The workflow provides clear steps (read template, generate file, validate), but there are no concrete commands, code snippets, or examples of what the output should look like. The entire skill depends on an external template file without showing any sample content, making it hard to execute without that reference. | 2 / 3 |
Workflow Clarity | The three-step workflow is clearly sequenced and step 3 includes a validation checkpoint. However, the validation step is vague ('Confirm no extra agent rows were introduced') with no concrete mechanism—no diff command, no script, no checklist for verification. For a document generation task where fidelity is critical, the lack of an explicit verification method is a gap. | 2 / 3 |
Progressive Disclosure | The skill appropriately keeps the SKILL.md as a concise overview and delegates the detailed template content to a single clearly-referenced file (references/002-agents-inventory.md). Navigation is one level deep and clearly signaled. | 3 / 3 |
Total | 9 / 12 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 — 11 / 11 Passed
Validation for skill structure
No warnings or errors.
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