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Build personalized cold outreach sequences for LinkedIn and email.
Passed 12 of 17 test cases with the skill, and 8 of 17 without it.
and 5 more in the full report
7 fixed9 passed either way5 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 7 test cases the skill fixed. Same model, same prompt, with and without the skill.
Output the tracking log table format for a completed outreach batch containing 2 prospects.
| Checked | Without skill | With skill |
|---|---|---|
| Includes table column header for Tier | Missed | Passed |
| Includes table column header for Resurface Date | Missed | Passed |
The instructions your model reads when the skill loads.
Here's what I've learned about cold outreach: the word "cold" is the problem.
Spray-and-pray templates don't work. 10 minutes of research + a specific reference = not cold anymore. This skill builds the second kind.
Detect from context or ask: "One message, full sequence, or full outreach system?"
| Mode | What you get | Best for |
|---|---|---|
quick | 1 connection request + 1 follow-up for a single prospect | Testing an angle, one-off outreach |
standard | Full 4-touch sequence for a single prospect | Active pipeline, individual targets |
deep | Multi-prospect sequence system + A/B variants + tracking framework | Launching an outreach campaign |
Default: standard — use quick if they give you one name and say "draft something." Use deep if they're building a repeatable outreach engine.
Before writing any message, collect:
positioning-basics output if available)Research tool calls — run before writing:
web_search('[Company] [Founder/Name] news 2026')
web_search('[Company] funding recent')
web_search('[Person name] [Company] LinkedIn')
test cases passed, vs 8 / 17 without
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