Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add sanky369/vibe-building-skills --skill keyword-researchgit clone --depth 1 https://github.com/sanky369/vibe-building-skillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/sanky369/vibe-building-skills/keyword-research)<a href="https://agentmods.dev/skills/sanky369/vibe-building-skills/keyword-research"><img src="https://agentmods.dev/badge/skills/sanky369/vibe-building-skills/keyword-research/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/sanky369/vibe-building-skills/keyword-research"><img src="https://agentmods.dev/badge/skills/sanky369/vibe-building-skills/keyword-research.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00121 | $0.01692 |
| Opus 5.5 | $0.00048 | $0.00677 |
| Sonnet 5.5 | $0.00024 | $0.00338 |
| Haiku 4.5 | $0.00012 | $0.00169 |
Grade A, and why
keyword-research scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 103 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Keyword Research
Produce a keyword map: a scored, clustered list of search terms worth targeting, each tied to the content that should win it. Governing principle: a keyword is only worth targeting if it survives all six circles — aligned with the positioning, phrased in the customer's language, under-served by competitors, actually searched, winnable with the user's real expertise, and connected to revenue. Traffic that fails circle 6 is vanity.
When to use / when not to
- Use before writing SEO content, when planning a content calendar, or when the user wants to know what their audience searches for.
- If no positioning statement exists, run
skills/marketing/positioning-anglesfirst (or infer a provisional one and label it) — circle 1 is unworkable without it. - If the user wants the full organic program — link building, technical SEO, programmatic pages, domain authority — use
skills/marketing/seo-strategy; this skill is the keyword-selection layer only. - If keywords already exist and the user wants the article written, go straight to
skills/marketing/seo-content.
Intake
One batch; reuse anything already produced by skills/marketing/orchestrator or skills/marketing/positioning-angles:
- Your positioning statement (or: what you sell, to whom, and what makes it different).
- Your 2–3 closest competitors' websites.
- Any sources of raw customer language — support tickets, sales calls, reviews, community threads — or paste examples of how customers describe the problem.
- Site status: domain age, roughly how much content published, any current rankings? (Determines how competitive a keyword you can win.)
- Access to a keyword tool (Ahrefs, Semrush, Google Keyword Planner)? If yes, the user runs volume lookups when asked; if no, proceed with estimates.
Don't stall: with a positioning statement and a recognizable market you can draft the full map from knowledge and web research — label all volumes and difficulty as estimates and list them for the user to verify in a tool.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2mo ago First seen · 103 lines · 121 tokens per session scan A 275c62d6e231
keyword-research is a skill published in the GitHub repository sanky369/vibe-building-skills (31 stars, last pushed 3mo ago), licensed MIT. It adds 121 tokens to every session and 1,692 once invoked, about $0.0005 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
keyword-research compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| keyword-researchsanky369/vibe-building-skills | Skill | 31 | 3mo ago | MIT | A | 121 | Claude Code, Codex |
| ads-youtubeAgriciDaniel/claude-ads | Skill | 11k | 5d ago | MIT | A | 84 | Claude Code |
| ads-launchAgriciDaniel/claude-ads | Skill | 11k | 5d ago | MIT | A | 45 | Claude Code |
| happiness-skillkangarooking/cangjie-skill | Skill | 12k | 1mo ago | MIT | A | 136 | Claude Code, Codex |
| setup-matt-pocock-skillsdevcxl/mattpocock-skills-zh | Skill | 530 | 3d ago | MIT | A | 43 | Claude Code, Codex |
| aiwg-regenerate-copilotjmagly/aiwg | Skill | 229 | yesterday | MIT | A | 25 | Claude Code, Codex |
| steward-prep-deliveryjmagly/aiwg | Skill | 229 | yesterday | MIT | A | 32 | Claude Code, Codex |