Outlier Post Finder
ScrapeCreators/social-media-research-skills
A skill your agent uses when the user wants to find posts, videos, reels, shorts, tweets, or social content that overperformed versus a creator, brand, or competitor baseline.
A skill your agent uses to write platform-native social media captions (post copy) in the brand's voice — the words that accompany a post on Instagram, LinkedIn, TikTok, Facebook, X/Twitter…
$ npx skills add social-media-skills/skills --skill caption-writer -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install social-media-skills/skills caption-writer --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/social-media-skills/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/caption-writer .claude/skills/caption-writer && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "caption-writer" agent skill from https://github.com/social-media-skills/skills/tree/main/skills/caption-writer into .claude/skills/caption-writer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "caption-writer", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/social-media-skills/skills/tree/main/skills/caption-writerType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add social-media-skills/skills --skill caption-writer -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install social-media-skills/skills caption-writer --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/social-media-skills/skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/caption-writer .agents/skills/caption-writer && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "caption-writer" agent skill from https://github.com/social-media-skills/skills/tree/main/skills/caption-writer into .agents/skills/caption-writer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "caption-writer", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add social-media-skills/skills --skill caption-writer -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install social-media-skills/skills caption-writer --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/social-media-skills/skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/caption-writer .cursor/skills/caption-writer && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "caption-writer" agent skill from https://github.com/social-media-skills/skills/tree/main/skills/caption-writer into .cursor/skills/caption-writer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "caption-writer", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/social-media-skills/skills.git --path skills/caption-writer--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add social-media-skills/skills --skill caption-writer -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install social-media-skills/skills caption-writer --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/social-media-skills/skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/caption-writer .gemini/skills/caption-writer && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "caption-writer" agent skill from https://github.com/social-media-skills/skills/tree/main/skills/caption-writer into .gemini/skills/caption-writer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "caption-writer", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install social-media-skills/skills caption-writerInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add social-media-skills/skills --skill caption-writer -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/social-media-skills/skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/caption-writer .github/skills/caption-writer && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "caption-writer" agent skill from https://github.com/social-media-skills/skills/tree/main/skills/caption-writer into .github/skills/caption-writer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "caption-writer", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add social-media-skills/skills --skill caption-writer -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install social-media-skills/skills caption-writer --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/social-media-skills/skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/caption-writer .opencode/skills/caption-writer && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "caption-writer" agent skill from https://github.com/social-media-skills/skills/tree/main/skills/caption-writer into .opencode/skills/caption-writer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "caption-writer", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
caption-writerA skill your agent uses to write platform-native social media captions (post copy) in the brand's voice — the words that accompany a post on Instagram, LinkedIn, TikTok, Facebook, X/Twitter…
Caption Writer is an agent skill from social-media-skills/skills. Use to write platform-native social media captions (post copy) in the brand's voice — the words that accompany a post on Instagram, LinkedIn, TikTok, Facebook, X/Twitter, Threads, Pinterest, YouTube, or Bluesky. Run when the user says "write a caption," "caption this," "post copy," "write the copy for this photo/video/Reel," "IG caption," "what should I write for this post," or needs the words to go with a visual. Reads brand-profile and voice first so captions sound like the brand, not generic AI. For long-form…
Its SKILL.md is about 1.7k tokens, which your agent loads only when the skill is triggered. The skill folder holds 8 other files, including reference files (for example `evals/evals.json`, `references/examples.md` and `references/first-line.md`).
It sits in Writing & Content, covering Social media posts and Video scripts and shorts. It works with LinkedIn, Bluesky, Instagram and Pinterest. The repository describes itself as: 106 social media skills for AI agents - strategy, writing, video, design, platform growth, publishing, and analytics. Works with Claude, Cursor, OpenClaw, Hermes & 40+ agents. The licence is MIT.
7 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 6e30eeb. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Caption Writer loads about 1.7k tokens when it runs, and up to ~6.7k if it reads all its reference files. Until then it costs about 181 tokens; SKILL.md has 880 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from social-media-skills/skills at commit 6e30eeb, republished under its MIT licence (© social-media-skills). 880 words, ~1,730 tokens.
.claude/skills/caption-writer/SKILL.md (or your agent's skills folder). This skill also uses 6 other files; get the full folder from GitHub.A caption is not a description of the post. It's the part of the post that does the work — it stops the scroll, earns attention, and drives one action. Done well it carries the post; done generically it sinks even great visuals under emoji and hashtag noise.
Two principles run through everything here:
Load brand-profile.md and voice.md before writing a word. The voice fingerprint, the
"never" list, and the brand guardrails are non-negotiable. A caption that doesn't sound like
them is a failure even if it's clever. If neither exists, run brand-profile (and
voice-builder if samples exist) first.
Don't write until you know these. Infer what you can; ask only what you can't:
references/platforms.md).If the user gives you only "write a caption for this," ask at most one or two questions (usually platform + goal) and proceed.
Pick the caption format that fits the asset and point — story, value/how-to, hot take,
question, behind-the-scenes, social proof, announcement, relatable (see
references/formats.md). Then shape it with the goal-driven structure and CTA from
references/frameworks.md. Format gives it a recognizable shape; goal gives it a job.
Spend disproportionate effort here. Draft 3–5 candidate opening lines and pick the one that
most makes a stranger need the next line — within the platform's preview cutoff. Never waste
the first line on a greeting, a hashtag, "Happy Monday!", or a restatement of the image. See
references/first-line.md.
Apply the platform's current norms from references/platforms.md: how many hashtags (and
whether to use any), where links go and whether they hurt reach, line-break rendering, and the
ideal length. Getting mechanics wrong makes a good caption underperform.
Give the user 2–3 distinct caption options (genuinely different angles or formats, not the same caption reworded), then recommend one with a one-line rationale tied to the goal. People choose faster from real alternatives than from a single take.
If the first line is weak, rewrite it before anything else. It's 80% of the result.
cross-platform-repurposing for
doing this at scale).brand-profile, voice-builder — read first; supply voice and guardrails.hook-writer — for deeper work on the opening hook.linkedin-post-writer, thread-writer — specialized long-form / thread copy.hashtag-strategy — for a fuller hashtag system.cross-platform-repurposing — adapt one caption across many platforms.scheduling-and-queue — push the finished caption to WoopSocial to schedule.references/platforms.md — per-platform caption mechanics (limits, fold, hashtags, links).references/frameworks.md — caption structure, goal→structure mapping, length, CTA library.references/formats.md — caption formats/archetypes and when to use each.references/first-line.md — opening-line craft; winning the "…more" tap.references/examples.md — worked captions across platforms and goals.© social-media-skills, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 6 other files (references) in skills/caption-writer of social-media-skills/skills.
Open the folder on GitHubat commit 6e30eeb
Caption Writer next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Caption Writer this skillsocial-media-skills/skills | 134 | — | ~1.7k | Automated safety check: Pass | MIT | |
| Outlier Post FinderScrapeCreators/social-media-research-skills | 3.4k | — | ~1.5k | Automated safety check: Notes | MIT | |
| Hook Writer Smsblacktwist/social-media-skills | 560 | — | ~3.7k | Automated safety check: Pass | MIT | |
| Caption Writer Smsblacktwist/social-media-skills | 560 | — | ~5.3k | Automated safety check: Pass | MIT | |
| Content Repurposer Smsblacktwist/social-media-skills | 560 | — | ~3.7k | Automated safety check: Pass | MIT | |
| Social Media Managementmanojbajaj95/claude-gtm-plugin | 105 | 1 repos | ~3.9k | Automated safety check: Pass | MIT |
ScrapeCreators/social-media-research-skills
A skill your agent uses when the user wants to find posts, videos, reels, shorts, tweets, or social content that overperformed versus a creator, brand, or competitor baseline.
blacktwist/social-media-skills
When the user wants help writing opening lines, hooks, first sentences, video hooks, thumbnails titles, or pin titles that grab attention.
blacktwist/social-media-skills
When the user wants to write a caption for a visual-first social media post on Facebook, Instagram, TikTok, Pinterest, or YouTube.
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…
manojbajaj95/claude-gtm-plugin
Comprehensive social media management for all platforms (LinkedIn, Twitter/X, Instagram, TikTok, Facebook, Pinterest, YouTube).
blacktwist/social-media-skills
When the user wants to write a social media post for LinkedIn, Twitter/X, Threads, Bluesky, Facebook, Instagram, TikTok, Pinterest, or YouTube.
social-media-skills/skills
The AI image-editing router — inpainting/object removal, background removal, upscaling, outpainting, old-photo restoration, and retouch, routed task-first to the right engine.
social-media-skills/skills
The AI music + sound-design skill for social -- original/licensed audio beds and sound design for Reels/TikToks/Shorts/videos.
social-media-skills/skills
A skill your agent uses to get a brand and its content CITED and RECOMMENDED by AI answer engines — the GEO (Generative Engine Optimization) / AI-search-visibility skill.
social-media-skills/skills
The model-agnostic AI-video router and brief — the counterpart to image-prompt.
social-media-skills/skills
The AI narration / voiceover mini-skill (ElevenLabs-led). An agent skill from social-media-skills/skills.
social-media-skills/skills
Social media analytics and reporting — read native platform data honestly and turn it into next actions.
Categories
A skill your agent uses to write platform-native social media captions (post copy) in the brand's voice — the words that accompany a post on Instagram, LinkedIn, TikTok, Facebook, X/Twitter…. Caption Writer is an agent skill from social-media-skills/skills. Use to write platform-native social media captions (post copy) in the brand's voice — the words that accompany a post on Instagram, LinkedIn, TikTok, Facebook, X/Twitter, Threads, Pinterest, YouTube, or Bluesky.
Caption Writer fits situations like: write platform-native social media captions (post copy) in the brands voice — the words that accompany a post on Instagram; says write a caption; write the copy for this photo/video/Reel; what should I write for this post.
Run `npx skills add social-media-skills/skills --skill caption-writer -a claude-code`. Or copy the skill folder (skills/caption-writer in social-media-skills/skills) into .claude/skills/caption-writer in your project. Claude Code loads it when a task matches its description.
Run `npx skills add social-media-skills/skills --skill caption-writer -a codex`. Or copy the skill folder (skills/caption-writer in social-media-skills/skills) into .agents/skills/caption-writer in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add social-media-skills/skills --skill caption-writer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/caption-writer, .gemini/skills/caption-writer, .github/skills/caption-writer and .opencode/skills/caption-writer in your project.
SKILL.md names no scripts, command-line tools or credentials: Caption Writer is instructions for the agent only.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Caption Writer is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.7k tokens (SKILL.md is roughly 6.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 5k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Caption Writer: Outlier Post Finder (ScrapeCreators/social-media-research-skills, 3.4k stars), Hook Writer Sms (blacktwist/social-media-skills, 560 stars), Caption Writer Sms (blacktwist/social-media-skills, 560 stars) and Content Repurposer Sms (blacktwist/social-media-skills, 560 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
social-media-skills (a GitHub organization) maintains it in social-media-skills/skills, which has 134 GitHub stars. The repository holds 106 skills in this directory. The repository was last updated on October 1, 2026.
Source: social-media-skills/skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.