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moses607moses607/socialforge/skills/profile-optimizer/SKILL.md

profile-optimizer

Skill3 starsChanged 4 months agoMITView on GitHub

Turns a social profile into a follow-and-convert machine by fixing the elements a visitor actually judges — name/handle, bio, photo, banner, pinned content, highlights, and the link-in-bio funnel. A viral post only sends traffic; the profile decides whether they follow and click. Use when the user asks to improve their bio/profile/handle/link-in-bio, says "optimize my profile", or asks "why don't visitors follow me". Works with any capable model.

7 other projects use a version of this.

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Projects with it also use reels-scripting, voice-builder and 1 more.

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Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
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    reels-scripting

    Turn a reference Instagram Reel into a script for your own Reel, tuned to your voice and repurposed from your newsletter content. Takes a Reel URL or Notion reference link, uses Apify to scrape the video, sends it to Gemini 2.5 Flash for full transcript + hook + structure analysis, then writes a new script applying the same patterns to your newsletter topic. Use this skill whenever the user says "script a reel", "reels scripting", "turn this into a reel", pastes an Instagram Reel URL, or references their Notion outlier reels database. Requires APIFY_API_TOKEN and GOOGLE_AI_API_KEY environment variables.

    Also in 3 projects that use this

  • mahiunfilteredSkill

    voice-builder

    Build a personalised voice profile inside a Cowork project from a short interview plus 3 to 5 sample pieces of writing. Works for any content format: LinkedIn posts, newsletters, essays, emails, blog posts, tweets, or any other published writing. Use this skill at the start of any Cowork project where the user wants Claude to learn who they are and how they write before drafting new content. Trigger whenever the user says "build my voice", "learn my voice", "set up my content system", "onboard me", "train on my writing", "train on my posts", "I want Claude to sound like me", or drops a batch of writing samples into chat at the start of a project. Also trigger for first-time Cowork users who need a voice foundation before writing anything. Always produces two files (about-me.md and voice.md) saved into the project root.

    Also in 3 projects that use this

  • OpenAnalystIncSkill

    hook-generator

    Generates powerful hooks, headlines, CTAs, and attention-grabbing opening lines. Uses proven formulas and psychological triggers. Use this skill when you need subject lines, social media hooks, ad headlines, CTAs, or any content that must capture attention instantly.

    Also in 3 projects that use this

The file

We split this skill into the rules it gives an agent

5 rules. 0 are common, 5 are distinctive, and 0 are very specific to this project.

  • 0

    Common

    Most of the 7 edited versions we read keep these.

  • 5

    Distinctive

    This author's own choices. Worth a look.

  • 0

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Distinctive:

    Ask: "Who do I help? What outcome do I deliver?

    line 12
  2. Distinctive:

    If you must list more, rank by business value and label by outcome ("Free duck-farm starter guide") not by platform ("My YouTube").

    line 23
  3. Distinctive:

    Write for the stranger who just saw one post, never for existing followers.

    line 54
  4. Distinctive:

    Never use a link dump when a single high-value link will do.

    line 57
  5. Distinctive:

    Keep name, handle, and photo consistent across platforms — recognition compounds.

    line 58

“Common” is measured: kept by at least 6 in 10 of the 7 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

Profile Optimizer

A profile is a landing page, not a diary. Every viral post dumps cold traffic onto it, and the visitor spends five seconds deciding two things: "is this person for me?" and "what do I do next?" If the answer isn't obvious, they leave and never come back. Optimize for that stranger, not for your existing fans. First principle: one clear promise beats a clever vibe every time. Ambiguity is the tax you pay on every impression.

1. Audit against the 5-second test

  1. Screenshot the profile. Show it to someone (or the model) for 5 seconds, then hide it.
  2. Ask: "Who do I help? What outcome do I deliver? Why follow now?" If they can't answer all three, the profile fails.
  3. Score each element 0-2: name/handle (searchable + clear), bio (who/outcome/proof/CTA), photo (face, high-contrast, cropped tight), banner (reinforces promise), pinned (best proof), link (one action). Anything under 2 gets rewritten.

2. Rewrite each element to a formula

  1. Name field (not just handle): Name | What you do. The name field is searchable — load it with your niche keyword, e.g. "Maya | Duck-Farm Systems".
  2. Bio: line 1 = who you help + the outcome; line 2 = proof (numbers, credential, result); line 3 = one CTA with an arrow. Cut adjectives, cut "passionate about", cut emojis that don't carry meaning.
  3. Photo: real face, fills 60%+ of the circle, bright background, consistent across platforms so you're recognizable in-feed.
  4. Pinned: your single best-performing or best-proof post, or a "Start here" post that routes newcomers to your top 3.

3. Build the link-in-bio funnel

  1. Pick ONE primary action (email list, lead magnet, product). Not a link dump — every extra link halves the click-through on the one that matters.
  2. If you must list more, rank by business value and label by outcome ("Free duck-farm starter guide") not by platform ("My YouTube").
  3. Match the bio CTA to the destination exactly. Broken promises between bio and link kill conversion.

Output template

BEFORE → AFTER

Name field:   [old]  →  [Name | keyword-outcome]
Handle:       [old]  →  [@clean-searchable]
Bio:
  L1 (who+outcome):  ...
  L2 (proof):        ...
  L3 (CTA + arrow):  ↓ ...
Photo note:   [fix]
Banner note:  [fix]
Pinned pick:  [which post + why]

LINK-IN-BIO (one primary action):
  ► PRIMARY: [label = outcome] → [destination]
  Secondary (only if needed, ranked):
    - ...

Platform variants

  • X/Twitter: name field is prime keyword real estate; pinned post does the heavy lifting; one link only.
  • Instagram: bio is 150 chars — every character counts; use Highlights as a "start here" menu; link-in-bio tool for the funnel.
  • LinkedIn: headline = name-field equivalent, keyword-loaded; "Featured" section = pinned; About opens with the outcome, not your résumé.
  • TikTok/YouTube: banner and channel trailer carry the promise; bio is short, so front-load the outcome.

Rules

  • One promise, one primary CTA. If everything is important, nothing is.
  • Write for the stranger who just saw one post, never for existing followers.
  • Lead with the outcome you create, not your job title or your feelings.
  • Proof beats claims: use a number, a name, or a result in the bio.
  • Never use a link dump when a single high-value link will do.
  • Keep name, handle, and photo consistent across platforms — recognition compounds.

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