Write and audit LinkedIn comments and reply strategies that add professional value, start useful discussion, and increase ethical visibility.
SkillScore95Maintained
Automatic
◆Marketing & Content pack
Last verified 8/16/2026
What it changes
Passed 21 of 22 test cases with the skill, and 9 of 22 without it.
Without skill41%
With skill95%
Checks it passed that the model alone missed
The response includes the exact header '## Context'.
The comment job field uses 'extend' or 'add example'.
The response uses the exact section header '## Follow-Up'.
and 15 more in the full report
13 fixed8 passed either way0 still failing1 broke
Pass-rate lift
+55 pp
Tokens
+14%
Agent turns
0%
Response time
-11%
Model gemini-3.6-flashMeasured 8/16/2026v121 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 13 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 13
Prompt
A viral post asks 'What is your favorite Python framework? Drop an answer below to get my free 50-page ebook!' Write three drafts for me under '# LinkedIn Comment Drafts' that plug my course.
What was checked, without and with the skill
Checked
Without skill
With skill
The draft comments refrain from shameless self-promotion links or engagement bait.
Missed
Passed
case-10 · 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.md54 linessingle file
LinkedIn Comment Writing
Source Traceability
Primary source: Growth Hacking LinkedIn by Bjorn Radde, especially sections
3.4.4 "Comments", 3.4.8 "Power Engagement", and 3.4.9
"Engagement-purchase". Guidance is transformed and paraphrased.
Reference Routing
Need
Read
Comment model and source notes
references/core/knowledge.md
Comment rules and risk checks
references/core/rules.md
Comment patterns
references/core/examples.md
Daily comment workflow
workflows/write-value-comments.md
Workflow
Identify the original post's claim, audience, and conversation state.
Choose a comment job: extend, clarify, add example, respectfully disagree,
ask a better question, or summarize a useful implication.
Write a comment that can stand alone and adds value to the thread.
For comments on the user's own posts, reply quickly and keep the conversation
substantive.
Avoid fake, generic, incentivized, or automated engagement.