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SKILL verified MIT Self-run

Profile Optimizer

skill-moses607-socialforge-profile-optimizer · by moses607

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…

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Install

$ agentstack add skill-moses607-socialforge-profile-optimizer

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access No
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

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Reliability & compatibility

Security review passed
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1mo ago

Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

Preview Execution monitoring

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How agent discovery & health will work →
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About

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.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

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Versions

  • v0.1.0 Imported from the upstream source.