Reorganize the user's X and LinkedIn network with review-first pruning, add/follow recommendations, and channel-specific warm outreach drafted in the user's real voice.
SkillScore82Maintained
Automatic
◆Sales & GTM pack
Last verified 8/15/2026
What it changes
Passed 18 of 22 test cases with the skill, and 13 of 22 without it.
Without skill59%
With skill82%
Checks it passed that the model alone missed
The response excludes account followers from deletion or removal queues.
The response provides outreach as reviewable drafts before any apply step.
The response selects browser control automation as the fallback for LinkedIn analysis.
and 3 more in the full report
5 fixed13 passed either way4 still failing0 broke
Pass-rate lift
+23 pp
Tokens
+24%
Agent turns
0%
Response time
-39%
Model gemini-3.6-flashMeasured 8/15/2026v118 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 5
Prompt
When creating higher-context professional introduction drafts during a network realignment, what desktop email destination should be targeted by default?
What was checked, without and with the skill
Checked
Without skill
With skill
The response designates Apple Mail or Mail.app drafts as the primary destination for email outreach.
Missed
Passed
case-08 · gemini-3.6-flash · 8/15/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md181 linessingle file
Connections Optimizer
Reorganize the user's network instead of treating outbound as a one-way prospecting list.
This skill handles:
X following cleanup and expansion
LinkedIn follow and connection analysis
review-first prune queues
add and follow recommendations
warm-path identification
Apple Mail, X DM, and LinkedIn draft generation in the user's real voice
When to Activate
the user wants to prune their X following
the user wants to rebalance who they follow or stay connected to
the user says "clean up my network", "who should I unfollow", "who should I follow", "who should I reconnect with"
outreach quality depends on network structure, not just cold list generation
Required Inputs
Collect or infer:
current priorities and active work
target roles, industries, geos, or ecosystems
platform selection: X, LinkedIn, or both
do-not-touch list
mode: light-pass, default, or aggressive
If the user does not specify a mode, use default.
Tool Requirements
Preferred
x-api for X graph inspection and recent activity
lead-intelligence for target discovery and warm-path ranking
Exa / deep research for person and company enrichment