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Keyword Research Systems Skill · gtmagents | DecimalAI

marketingby gtmagents

Keyword Research Systems Skill

gtmagents/keyword-research

Source gtmagents/gtm-agents ↗License Apache-2.0

Use when expanding seed topics into intent-based clusters and prioritizing opportunities.

SkillScore82Maintained

Automatic

Marketing & Content pack

Last verified 8/23/2026

What it changes

Passed 18 of 22 test cases with the skill, and 15 of 22 without it.

Without skill68%

With skill82%

Checks it passed that the model alone missed

Recommends 4 to 6 pillar pages to maintain internal linking ratios
Recommends tracking query freshness metrics to determine re-optimization cadences
Includes columns for result type, schema implementation, and search feature presence

and 1 more in the full report

4 fixed14 passed either way3 still failing1 broke

Pass-rate lift: +14 pp
Tokens: -9%
Agent turns: 0%
Response time: -20%

Model gemini-3.6-flashMeasured 8/23/2026v118 of 22 cases passed with skill

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/gtmagents-keyword-research/SKILL.md https://app.decimal.ai/s/gtmagents-keyword-research/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add gtmagents-keyword-research, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/gtmagents-keyword-research/ and pins it in .decimal/skills.lock

decimalai skills add gtmagents-keyword-research

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/gtmagents-keyword-research/SKILL.md https://app.decimal.ai/s/gtmagents-keyword-research/SKILL.md

Raw file: /s/gtmagents-keyword-research/SKILL.md ↗ · machine-readable summary at /s/gtmagents-keyword-research.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 4 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 4

Prompt

We plan to publish 24 cluster articles for a healthcare portal. How many supporting pillar pages should be created to organize this content network?

What was checked, without and with the skill
Checked	Without skill	With skill
Recommends 4 to 6 pillar pages to maintain internal linking ratios	Missed	Passed

case-15 · gemini-3.6-flash · 8/23/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md25 linessingle file

Keyword Research Systems Skill

When to Use

Kicking off a new product/vertical SEO plan.
Validating which clusters justify net-new content.
Refreshing legacy keyword maps with updated volumes/intent.

Framework

Seed Intake – capture ICP, problems solved, solution terms.
Expansion Sources – combine auto-suggest, People Also Ask, competitor URLs, forums.
Classification – assign funnel stage + intent (informational, commercial, transactional, navigational).
Scoring – evaluate search volume, keyword difficulty, SERP click potential, seasonality.
Prioritization – stack rank via ICE/RICE or weighted scoring tied to business impact.

Templates

Cluster worksheet Topic → Intent → Page Type → Owner.
SERP teardown table (result type, schema, search feature presence).
Opportunity score calculator (volume * intent-fit / difficulty).

Tips

Map 1 pillar page for every 4-6 cluster articles to support internal linking.
Track query freshness to schedule refresh cadences.
Align with paid search data to spot immediate conversion opportunities.

Track record

Benchmark

18 / 22

test cases passed, vs 15 / 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

Imported

gtmagents / gtm-agents

plugins/seo/skills/keyword-research/SKILL.md

View on GitHub ↗

License Apache-2.0Imported 8/3/2026Version v1

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More skills from the same source and nearby in the registry, with their headline benchmark lift.

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See it in action

What's inside

Keyword Research Systems Skill

When to Use

Framework

Templates

Tips

Track record

Benchmark

Adoption

SkillSafety

Source

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