Qualify, score, filter, and prioritize link-building prospects by relevance, trust, editorial quality, authority, outreach fit, spam risk, and asset readiness.
SkillScore91Maintained
Automatic
◆Marketing & Content pack
Last verified 8/16/2026
What it changes
Passed 19 of 21 test cases with the skill, and 11 of 21 without it.
Without skill55%
With skill91%
Checks it passed that the model alone missed
Lists priority, standard, nurture, review, and reject categories.
Includes a explicit review/nurture prospects section in the report.
Identifies qualification reason or fit evaluation as a missing field.
and 8 more in the full report
8 fixed12 passed either way2 still failing0 broke
Pass-rate lift
+36 pp
Tokens
-7%
Agent turns
0%
Response time
-30%
Model gemini-3.6-flashMeasured 8/16/2026v120 of 22 cases passed with skill · 21 comparable
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 7 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 7
Prompt
List the five target categories into which processed link prospects must be classified.
What was checked, without and with the skill
Checked
Without skill
With skill
Lists priority, standard, nurture, review, and reject categories.
Missed
Passed
case-22 · 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.md39 linessingle file
Link Prospect Qualification
Use this skill to turn raw prospect URLs into prioritized outreach segments with evidence, scores, rejection reasons, and next actions.
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/qualify-link-prospects.md for a full qualification pass.
Apply hard reject gates before scoring.
Use automated signals to triage, then manually inspect shortlisted pages.
Return priority, standard, nurture, review, and reject buckets with evidence.