Research link-building opportunities by mapping assets to opportunity types, building query libraries, analyzing competitor backlinks, finding scrapeable lists, and expanding prospecting seeds.
SkillScore64Maintained
Automatic
◆Marketing & Content pack
Last verified 8/16/2026
What it changes
Passed 16 of 25 test cases with the skill, and 4 of 25 without it.
Without skill16%
With skill64%
Checks it passed that the model alone missed
The keyword universe includes geo terms.
The response provides autocomplete seed sets.
The scope explicitly states excluded tactics.
and 18 more in the full report
14 fixed2 passed either way7 still failing2 broke
Pass-rate lift
+48 pp
Tokens
+32%
Agent turns
0%
Response time
+12%
Model gemini-3.6-flashMeasured 8/16/2026v116 of 25 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 14 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 14
Prompt
Build a link prospecting research guide for our gourmet coffee subscription landing page. We need to identify relevant query patterns and scraping sources.
What was checked, without and with the skill
Checked
Without skill
With skill
The output includes seed sets within the list-scrape and autocomplete sources section.
Missed
Passed
The asset-to-opportunity section maps specific assets to opportunity types.
Missed
Passed
case-13 · gemini-3.6-flash · 8/16/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md43 linessingle file
Link Prospecting Research
Use this skill to find potential link opportunities and produce a research map. Stop at research: do not qualify final targets, send outreach, submit forms, buy links, or promise acquisition.
This skill is derived from Garrett French and Eric Ward's Ultimate Guide to Link Building and uses transformed guidance with durable book-topic references. Do not copy book prose into user outputs.
Quick Start
Use the Contents table below to choose the smallest useful reference set.
Use workflows/research-link-prospects.md for a full prospecting pass.
Start from available linkable assets and campaign goals.
Build keyword classes, opportunity types, query patterns, competitor backlink angles, list sources, and autocomplete expansions.
Return a deduped prospect research map with next qualification steps.
Default Output
When asked to research prospects, return:
Objective and scope - site, target asset, audience, market, geography, and excluded tactics.
Asset-to-opportunity fit - assets mapped to likely opportunity types.
Use this skill whenever a request involves a Godot project's live editor or running game: inspect scene, node, or UI state; change scenes, nodes, properties, or signals; run a scene; or prove gameplay or UI behavior. Prefer the `hera` CLI over guessing from project files or stale editor state.