See it in action
One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.
PromptClassify search queries such as 'buy web hosting', 'pricing', and 'discount code' in a structured keyword cluster report.
What was checked, without and with the skill| Checked | Without skill | With skill |
|---|
| Queries containing 'buy' or 'pricing' are classified with Transactional intent | Missed | Passed |
|---|
What's inside
The instructions your model reads when the skill loads.
SKILL.md95 linessingle file
Keyword Cluster Builder
When to Use
- Expanding seed keywords to comprehensive lists (50-100+)
- Grouping keywords by topic for pillar content strategy
- Mapping keywords to funnel stages
- Identifying content gaps in keyword coverage
Expansion Techniques
Question Modifiers
- What is {keyword}
- How to {keyword}
- Why {keyword}
- When to {keyword}
- Where to {keyword}
Comparative Modifiers
- {keyword} vs {competitor}
- {keyword} alternatives
- best {keyword}
- {keyword} comparison
Intent Modifiers
- {keyword} guide
- {keyword} tutorial
- {keyword} examples
- {keyword} template
- buy {keyword}
- {keyword} pricing
Audience Modifiers
- {keyword} for beginners
- {keyword} for {industry}
- {keyword} for small business
- {keyword} for enterprise
Clustering Algorithm
Track record
Benchmark
17 / 22
test cases passed, vs 14 / 22 without
Adoption
- Users
- 0
- Times used
- 0
Safety and source details
SkillSafety
✓ 3 of 3 passed✓Code scan15 of 15 checks clean
0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026
View 15 scanner checks
live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing
✓IntentSafe
LLM judge · does the skill do what it claims
✓ContentClean
LLM judge · policy & harmful-content review
Source
Importednicepkg / ai-workflow
workflows/marketing-pro-workflow/.claude/skills/keyword-cluster-builder/SKILL.md
View on GitHub ↗License MITImported 8/3/2026Version v1