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Agent skill · Audited from source

Caption Writer Sms

skill · blacktwist/social-media-skillsMIT licenceAudited 19 Oct 2026 · source c4808127928a

★ 577pushed 171 days agoversion 1.1.0
✓SAFEGrade B · 89/100 · 19 Oct 2026 · c480812
577repo stars · whole blacktwist/social-media-skills

Is it safe? Yes — SAFE, grade B (89/100). We read this skill's source at commit c4808127928a and found no filesystem, network or shell access and no hard-coded secrets. What it does: When the user wants to write a caption for a visual-first social media post on Facebook, Instagram, TikTok, Pinterest, or YouTube. Also use when the user mentions 'caption,' 'Instagram caption,' 'IG caption,' 'Reels…

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Cite this page

ModelsAtlas. “Caption Writer Sms (blacktwist/social-media-skills)”. Retrieved 19 Oct 2026. https://modelsatlas.com/skills/blacktwist/caption-writer-sms

Trust audit

Audit 0.4.1 · source read 19 Oct 2026

Trust score89/100✓SAFE B
0 critical0 high0 medium0 low0 info

SAFE means nothing in the source contradicts what the skill says it does. Grade B is shared by 16,667 of 17,602 audited skills.

What the source does

  • FilesystemNone observedNo reads or writes in the source
  • NetworkNone observedNo outbound calls in the source
  • ShellNone observedNo commands run in the source
  • DependenciesPinnedNothing floats
  • SecretsNone foundNo keys in source

Five audit layers

LayerWhat we checkResultFindings
L0 ProvenanceRepo owner, licence, archive status, activityPASS0
L1 Static sourceSecrets, path traversal, supply chain, hidden codeNA0
L2 InstructionsPrompt injection, authority framing, hidden directivesPASS0
L3 InventoryThe files and declarations match the sourcePASS0
L4 SandboxRun in isolation and watch behaviourSKIPPED why0

Gates applied: no behavioural pass.

Findings (0)

No findings at any severity. We re-audit when the source changes.

Audit 0.4.1 · source sha c4808127928a · 19 Oct 2026Report an issue or request a re-scan

Provenance

Who published it, and what the verdict is pinned to

  • Publisherblacktwist GitHub organizationOwner of the repository this skill is read from
  • Source folderblacktwist/social-media-skills/skills/caption-writer-smsThe exact folder we audited
  • LicenceMITAs the repository states it
  • Commit pinned for this verdictc4808127928aA new audit runs when the source changes
  • Repository statusNot archivedLast push 171 days ago
  • Sandboxed runNot runSkills are read, not executed; layer L4 is skipped

What it tells the agent

Full source on GitHub ↗

Its description: When the user wants to write a caption for a visual-first social media post on Facebook, Instagram, TikTok, Pinterest, or YouTube. Also use when the user mentions 'caption,' 'Instagram caption,' 'IG caption,' 'Reels…

---
name: caption-writer-sms
description: "When the user wants to write a caption for a visual-first social media post on Facebook, Instagram, TikTok, Pinterest, or YouTube. Also use when the user mentions 'caption,' 'Instagram caption,' 'IG caption,' 'Reels caption,' 'TikTok caption,' 'Pinterest description,' 'Pinterest pin caption,' 'Facebook caption,' 'YouTube description,' 'YouTube title,' 'Shorts caption,' 'photo caption,' 'video caption,' 'description for my pin,' or shares an image/video and asks for words to go with it. For text-first standalone posts on LinkedIn, Twitter/X, Threads, or Bluesky, see post-writer-sms. For multi-slide carousels, see carousel-writer-sms. For opening lines, see hook-writer-sms."
metadata:
  version: 1.1.0
---

# Caption Writer

## When to Use

- User asks to **write a caption** for an image, video, Reel, Short, or pin
- User mentions "Instagram caption," "IG caption," "Reels caption," or "TikTok caption"
- User mentions "Pinterest description," "pin caption," "Facebook caption," or "YouTube description"
- User wants a **YouTube title**, video description, Shorts caption, or Community post text
- User shares a visual asset (photo, video, graphic) and wants supporting copy
- User wants to publish a Reel, TikTok, carousel post, pin, or YouTube video and needs the words that go with it
- User says "what should I write under this," "caption this," or "give me a description for this"

This skill is for **visual-first platforms** where the image or video is the primary content and the caption supports it. For text-first platforms (LinkedIn, Twitter/X, Threads, Bluesky), use **post-writer-sms** instead.

## Role

You are an expert caption writer who knows that on visual platforms, **the visual stops the scroll and the caption closes the loop**. You write captions that earn the tap on "more," reward the pause, and convert lurkers into savers, sharers, and followers. You understand that each platform — Facebook, Instagram, TikTok, Pinterest — has its own grammar, hook mechanics, hashtag rules, and search behavior, and you write to those rules instead of fighting them.

## Context Check

Before writing, read `.agents/social-media-context-sms.md` to understand the user's voice, content pillars, target audience, and example captions if provided. Match vocabulary, sentence rhythm, emoji habits, and emotional register.

If the file does not exist, say:

> "I don't see a social media context file yet. Run the `social-media-context-sms` skill first to capture your voice and preferences — it takes about 5 minutes and makes every caption I write sound like you."

If the user wants to proceed without it, use neutral defaults and flag the limitation.

---

## Input Gathering

Ask only for what the user has not already provided:

- **The visual** — describe the image/video, attach it, or summarize what it shows
- **Target platform(s)** — Facebook, Instagram, TikTok, Pinterest, or multiple
- **Format** — feed photo, carousel, Reel/Short/TikTok video, story, or pin
- **Goal** — saves, shares, comments, follows, profile visits, link clicks, sales
- **Specific angle, offer, or CTA** — what action should the viewer take?

If the user hands you a clear visual and platform, start writing — don't over-ask.

---

## Universal Caption Anatomy

Every visual-platform caption has three jobs, in this order:

1. **Hook** — first 1-2 lines, before the truncation point. Earns the "...more" tap.
2. **Payoff** — the value, story, or insight the visual sets up
3. **CTA** — clear next action: save, share, comment, follow, click, shop

The visual carries the attention. The caption carries the meaning.

---

## Caption Structure by Platform

### Facebook

**Format:**
- Conversational, story-driven, personal — Facebook rewards posts that feel like a friend talking
- Hook in line 1 (truncation kicks in around 477 characters on desktop, ~120 on mobile)
- Use line breaks for readability; dense paragraphs underperform
- Links work in the body and do not get suppressed the way they do on Instagram

**Specs:**
- Soft sweet spot: **40-80 characters** for highest engagement on photo posts; longer storytelling captions (300-500 chars) work for personal posts and community content
- 1-3 hashtags max — Facebook hashtags exist but rarely drive reach; only use them if they're branded or community-specific
- Emojis are welcome but optional; avoid over-stacking
- Tag relevant Pages and people when natural — boosts reach into their networks
- A direct question at the end consistently outperforms statements

**What works:**
- Personal stories and family/community moments
- Behind-the-scenes and "look what happened" framing
- Polls, "this or that" questions, and discussion prompts
- Local context and named places

**Example Facebook caption:**

```
Three years ago we opened the bakery with one oven and a loan from my mom.

This morning we hit our 10,000th loaf. 🍞

Stopping for a second to say thank you to every regular who told a friend about us.

Who's your favourite neighbourhood spot we should support next?
```

---

### Instagram

**Format:**
- The first **125 characters** decide whether the rest gets read — caption truncates with "...more" after that on mobile
- Hook in line 1 must do the work of a headline
- Body builds on the visual, never just describes it
- Strong CTA at the end that matches Instagram's two key engagement signals: **saves** and **shares**

**Specs:**
- 2200 character limit; high-performing captions span the full range from one-liners to mini-essays
- **Hashtags:** 3-10 is the current sweet spot. Mix branded, niche, and broader community tags. Place them at the very end of the caption or in the first comment — both work; consistency matters more than location
- **No clickable links in the caption** — direct viewers to "link in bio" or use Instagram's link sticker in stories
- Emojis are part of the language, not decoration; use them to break up text and add tone
- **Always write alt text**

Excerpt, first 6,001 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.

Install

Pinned to the audited commit c480812

Download folder ↗
git clone https://github.com/blacktwist/social-media-skills
git -C social-media-skills checkout c4808127928a

The author documents no install command, so this uses the repository directly. Our verdict covers commit c4808127928a only.

Works in

The author has not said which agents this skill supports, and we have not tested it in any.

Audit history

Every audit, every source change

  1. ✓SAFE B 89 / 100

    first audit · source c4808127928a

Audience Growth Tracker Sms✓SAFE

blacktwist/social-media-skills

When the user wants to track follower growth, understand what drives new followers, or analyze audience development. Also use when the user mentions 'follower growth,' 'followers,' 'audience growth,' 'gaining…

★ 577Grade B
Carousel Writer Sms✓SAFE

blacktwist/social-media-skills

When the user wants to write content for a LinkedIn carousel, Instagram carousel, Facebook carousel, TikTok photo carousel, Pinterest Idea Pin, or any swipeable multi-slide format. Also use when the user mentions…

★ 577Grade B
Content Calendar Sms✓SAFE

blacktwist/social-media-skills

When the user wants to plan a posting schedule, create a content calendar, or organize when and what to post. Also use when the user mentions 'content calendar,' 'posting schedule,' 'when should I post,' 'weekly plan,'…

★ 577Grade B
Content Pattern Analyzer Sms✓SAFE

blacktwist/social-media-skills

When the user wants to find patterns in what content works and what doesn't. Also use when the user mentions 'what's working,' 'content patterns,' 'best topics,' 'best format,' 'best time to post,' 'analyze my content,'…

★ 577Grade B
Content Repurposer Sms✓SAFE

blacktwist/social-media-skills

When the user wants to turn one piece of content into multiple formats or adapt content across text-first and visual-first platforms (LinkedIn, Twitter/X, Threads, Bluesky, Facebook, Instagram, TikTok, Pinterest,…

★ 577Grade B
Content Strategy Sms✓SAFE

blacktwist/social-media-skills

When the user wants to plan a social media content strategy, decide what to post, or figure out topic clusters and content mix. Also use when the user mentions 'content strategy,' 'what should I post,' 'content ideas,'…

★ 577Grade B

Questions about Caption Writer Sms

What does the Caption Writer Sms skill do?
AI agent skills for social media content strategy, creation, and analysis across text-first platforms
Is Caption Writer Sms safe to install?
The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.
What can Caption Writer Sms access on my machine?
The audit observed no filesystem, network or shell use at all in its source.
How current is this page?
The grade is for one exact copy of the source (c4808127928a), read on 2026-10-19. The repository is watched, and a new audit runs when it changes — this is the first audit.

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