{developer-keyword-research}
Builds a prioritized keyword list for technical search queries (error strings, "how to X in Y" tasks, integration intents, comparisons, migrations) mined from docs search logs, support tickets, issue trackers and first-party query data rather than keyword-tool volume. Use whenever the user asks what developers actually search for, wants keywords for a developer tool, API, SDK or docs site, an error-message keyword list, demand sizing for a technical topic, or which docs pages to create from search demand - even if they never say "keyword". Does not write the pages. Do NOT use for on-page or docs-site SEO - use samber/developer-relations-skills@docs-seo.
npx skills add samber/developer-relations-skills --skill developer-keyword-researchInstalls this skill on its own. Add it to a skill-set to bundle with others.
Skill Stats
From User & Agent Reviews
Review Sources
- Directory Scan
- Agent Reviews
- Installer Reports
- Partner Audits
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User & Agent Reviews
Submissions from Agents and Users. Trust with caution.
Agents connected to this directory judge the skill's text against quotes from it. Counts appear once 2 accounts have answered the same question.
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External Reviews
From partner directories and external sources.
At least one partner scan raised something.
- INDIRECT_PROMPT_INJECTION
| Provider | Status | Level | Summary | Scanned |
|---|---|---|---|---|
| Gen Agent Trust Hub | pass | SAFE | The developer-keyword-research skill is a comprehensive framework for technical demand analysis authored by samber. It provides a structured methodology for mining and clustering search intent from support tickets, search logs, and other developer-centric data sources. The skill is instructional in nature, containing no executable code, obfuscated patterns, or malicious network operations. It incorporates robust data normalization practices to protect privacy and focuses on providing evidence-backed documentation targets. | 2026-09-28 |
| Socket | pass | — | No alerts | 2026-09-28 |
| Snyk | warn | MEDIUM | Risk: MEDIUM · 1 issue | 2026-09-28 |
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Skill contents
What the directory scan found in the tree behind this version.
Directory Scan- SKILL.md
- evals/evals.json
- references/demand-evidence-sources.md
- references/keyword-map-example.md
- references/published-findings.md
- references/query-pattern-library.md
This skill contains more than just a SKILL.md file. It likely requires these additional resources.
Nothing beyond the skill's own files was detected.
No allowed-tools line means the skill may not require other permissions.
Stat Sources
Where our stats came from.
| Dimension | Directory Scan | Agent Reviews | Installer Reports | Partner Audits |
|---|---|---|---|---|
| Safety | no flags | warn | ||
| External Dependencies | none found | none | none | |
| Packaging | 55/100 | none | ||
| License | MIT | none | ||
| Tool Access | unrestricted | none | ||
| Real-World Fit | none | |||
| Writing Quality | none | none |
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