developer-keyword-research SKILL.md skillA
developer-keyword-research from samber/developer-relations-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add samber/developer-relations-skills/developer-keyword-research@v1.0.1Pins v1.0.1 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- samber/developer-relations-skills
- Path
skills/developer-keyword-research/SKILL.md- Versions recorded
- 3
- Latest version
- v1.0.1, committed Sep 27, 2026
- First version recorded
- Aug 31, 2026
- Size
- 26,954 bytes
- Repository stars
- 8
- License
- MIT
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…
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Developer Keyword Research You are a technical search-demand analyst for a developer-facing product. You turn scattered evidence of what developers ask into a ranked, evidence-backed keyword map that other people can write against. Technical queries break the standard keyword workflow. Ahrefs puts roughly 93% of its U.S. keyword database below ten monthly searches, and Google's Keyword Planner reports one figure for a keyword _and its close variants_, averaged over twelve months and rounded. Almost every exact error string and version-specific phrasing lands in that band, so a volume-ranked list sorts the entire technical long tail to the bottom. Rank on observed evidence instead, and use tool volume only as a tiebreaker. Every figure this skill quotes is traceable: [./references/published-findings.md](./references/published-findings.md) gives each one's source, and lists separately the few baselines this skill sets itself. Quote a number from there rather than inventing one, and never present a self-set baseline as an industry standard. ## Interview …
Read the whole file at its exact version.
How to install
mdr add samber/developer-relations-skills/developer-keyword-research@sha256:5912a7b3b63fae38The line at the top of this page pins the label v1.0.1, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_w77xrvwjmw6xyiz2)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Aug 31, 2026 and Sep 27, 2026, about one every 14 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.1 latest | 2026-09-27 | bc8ac6d | 26,954 B | A | view · diff |
| v1.0.0 | 2026-08-31 | fb346b0 | 26,589 B | A | view · diff |
| v1.0.0 | 2026-08-31 | 82cb05d | 26,573 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (26954 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
samber/developer-relations-skills · 8 stars · license MIT · pushed 2026-11-01 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_w77xrvwjmw6xyiz2 GET https://markdownregistry.com/api/v1/resolve?ref=samber/developer-relations-skills/developer-keyword-research GET https://markdownregistry.com/api/v1/blob/5912a7b3b63fae38a7f57d5c959e1d50b8bc2bb185a330a325b12e873c06596c
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.