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cursor-subagent-creator

Creates Cursor-specific AI subagents with isolated context for complex multi-step workflows. Use when creating subagents for Cursor editor specifically, following Cursor's patterns and directories (.cursor/agents/). Triggers on "cursor subagent", "cursor agent". Do NOT use for generic subagent creation outside Cursor (use subagent-creator instead).

63

Quality

75%

Does it follow best practices?

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SecuritybySnyk

Passed

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tessl review fix ./packages/skills-catalog/skills/(creation)/cursor-subagent-creator/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

63%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 with rich templates and complete examples, and the creation workflow is clearly sequenced with a checklist. Its weaknesses are conciseness (heavy repetition and conceptual padding) and progressive disclosure (a long monolithic file with no reference split-out despite being far over the 50-line simple-skill threshold).

Suggestions

Collapse the redundant "Best Practices" DO/AVOID and "Anti-Patterns to Avoid" sections into one, and remove the "Quick Template" that duplicates the earlier file-format block to cut significant tokens.

Move the eight complete example subagents (verifier, debugger, security-auditor, etc.) into a references/ file (e.g. EXAMPLES.md) and summarize 2–3 inline with one-level-deep links, improving progressive disclosure for this >50-line skill.

Delete or trim the conceptual "What are Subagents?", "Foreground vs Background", and "Performance and Cost" sections, which explain knowledge Claude already has.

Promote the "Test the description" guidance into an explicit numbered validation checkpoint within the creation process (e.g. "6. Validate: invoke and confirm the correct subagent triggers; refine if not").

DimensionReasoningScore

Conciseness

At ~720 lines the body is noticeably verbose: "What are Subagents?" / "Foreground vs Background" / "Performance and Cost" explain concepts Claude already knows, and the "Best Practices" DO/AVOID block is restated near-verbatim in "Anti-Patterns to Avoid" while the "Quick Template" duplicates the earlier file-format block — several padded, repetitive sections per the 2-anchor.

2 / 5

Actionability

It provides copy-paste-ready frontmatter templates, a field configuration table with yaml snippets, a 5-step creation process, eight complete example subagents (verifier, debugger, security-auditor, test-runner, doc-writer, orchestrator, code-reviewer, performance-optimizer), invocation syntax, and an output-message template — fully executable and covering the common cases per the 5-anchor.

5 / 5

Workflow Clarity

"Subagent Creation Process" gives a clear numbered 1–5 sequence and a "Quality Checklist" serves as a checkpoint, but the validation step ("Test the description") is buried in Best Practices rather than integrated as an explicit numbered checkpoint with a fix/retry feedback loop, so it sits at 4 rather than 5.

4 / 5

Progressive Disclosure

No bundle files exist (references/, scripts/, assets/ absent) and the skill is a single ~720-line monolithic file; it is well-organized into headed sections but content that clearly belongs in separate files (the eight full examples, the field reference) is fully inlined with no one-level-deep references, matching the 3-anchor.

3 / 5

Total

14

/

20

Passed

Description

87%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 strong: third-person voice, explicit what/when guidance, concrete trigger phrases, and a clear deconfliction boundary against the generic subagent-creator skill. The only soft spot is specificity, which rests on a single primary action enriched by descriptive detail rather than a list of distinct capabilities.

DimensionReasoningScore

Specificity

"Creates Cursor-specific AI subagents with isolated context for complex multi-step workflows... following Cursor's patterns and directories (.cursor/agents/)" names the domain and several concrete facets (isolated context, Cursor patterns, .cursor/agents/), though it centers on a single action (creates) rather than many distinct verbs, keeping it just above the 3-anchor rather than at 5.

4 / 5

Completeness

It explicitly answers both what ("Creates Cursor-specific AI subagents with isolated context for complex multi-step workflows") and when ("Use when creating subagents for Cursor editor specifically... Triggers on...") with concrete trigger phrases, matching the 5-anchor.

5 / 5

Trigger Term Quality

"Triggers on \"cursor subagent\", \"cursor agent\"" plus "Use when creating subagents for Cursor editor specifically" covers the natural phrases users would say and the .cursor/agents/ path, but a few synonyms/variants are missing, so it sits between the 3 and 5 anchors at 4.

4 / 5

Distinctiveness Conflict Risk

"Do NOT use for generic subagent creation outside Cursor (use subagent-creator instead)" carves out a clear niche with an explicit boundary against the sibling skill, giving minimal conflict risk per the 5-anchor.

5 / 5

Total

18

/

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

skill_md_line_count

SKILL.md is long (726 lines); consider splitting into references/ and linking

Warning

Total

15

/

16

Passed

Repository
tech-leads-club/agent-skills
Reviewed

Table of Contents

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