# Linkedin Visibility

> Methodology for algorithm-aware LinkedIn operation by a small expert account: topic-relevance-first content strategy, an automated tone gate before every post, de-AI rewriting rules, comment-led engagement, and referral outreach sequenced after credibility is visible. Use when drafting posts or profiles, planning content cadence, building outreach target lists, or reviewing anything before it is published.

- Skill: `chenxi-bot21/linkedin-visibility` (Agent Skill)
- Install (CLI): `npx skillmds@latest add chenxi-bot21/linkedin-visibility`
- Raw SKILL.md: https://api.skillmd.com/api/skills/chenxi-bot21/linkedin-visibility/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: chenxi-bot21 (https://skillmd.com/u/chenxi-bot21)
- Updated: 2026-09-22
- Page: https://skillmd.com/skills/chenxi-bot21/linkedin-visibility

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# LinkedIn Visibility

Distribution beats polish: recruiters discover candidates on the feed and in
recruiter search, then verify elsewhere. A small account wins by being
**topically consistent** — the modern feed ranks by topic relevance and
dwell time, not follower count, so a focused niche account can outrank noise.

## 1. Content strategy

- **Own one niche** and post only inside it; topical consistency is what the
  ranking model keys on. Breadth dilutes the account's topic identity.
- **Cadence: ~2 substantive posts per week**, not daily. Daily posting burns
  material and reads as content-farming; the daily action is 10 minutes of
  genuine comments instead.
- **Carousels/documents earn 2–3× dwell time** — use them for teach-a-lesson
  breakdowns of real work.
- **External links are penalized (~60% reach loss)** — and link-in-first-
  comment is now penalized too. Put the link in the comments anyway when it
  must exist; better, make the post self-contained and let the profile carry
  the links.
- **The first hour decides reach:** publish at the audience's morning peak,
  reply to every early comment immediately, never edit within the window.

## 2. The tone gate — nothing publishes unchecked

Voice in one line: *a builder sharing what they learned — confident about
the work, humble about the journey.* Five rules, enforced by an automated
pre-publish checker plus a human read:
1. Achievements are context, not the point — open with what was built or
   learned, not self-praise.
2. Never defend, never hedge — no "trust me / verifiable / just a student";
   both defensiveness and self-deprecation signal insecurity.
3. No humblebrag ("humbled to announce…").
4. One genuine gesture toward the reader per post — a real question, real
   gratitude.
5. Plain words, short sentences; cut buzzwords and decorative adjectives.

The checker codifies these: weak openers, engagement bait, buzzword and
defensive-phrase lists, hashtag count (3–5), length bounds, link penalty,
AI-telltale phrases and em-dash density — hard-fail vs warn, with an exit
code so it gates a publish script. Validate it on real drafts; a checker
that never blocks anything is decoration.

## 3. De-AI: reads written, not generated

Agent drafts are scaffolding — **the human rewrites ~20% before publishing,
always.** The human markers no tool can add:
- One specific, unglamorous detail (an exact non-round number, a wrong first
  attempt).
- Hook and last line rewritten in the author's spoken voice.
- One opinion someone could politely disagree with.
- Broken rhythm — no perfect three-item lists in every paragraph.

## 4. Sequencing — credibility before asks

Order matters: **profile complete → first substantive post live → daily
comments running → then referral outreach.** An outreach message from an
account with visible substance converts; the same message from an empty
profile is spam.

- Build the target board from the live application tracker, ranked by
  fit × winnability × existing application cluster (a company holding many
  of the candidate's applications is where a referral moves the most).
  Re-rank when strategy changes — a stale target board misdirects the
  scarcest resource, warm asks.
- Comments are the daily compounding asset: add a point or ask a real
  question on posts in the niche; never flatter.
- Measure weekly with a small fixed set (impressions, profile views,
  connection acceptance, comments received) and log it; adjust cadence and
  topics from data, not mood.