moses607
UserSocialForge — 17 open-source Claude skills that turn any capable model into an AI social-media growth agency: competitor analysis, hooks, viral scripts, repurposing, trends, engagement, and an orchestrator. MIT.
Categories
Indexed Skills (27)
analytics-interpreter
Turns raw platform analytics into a funnel diagnosis instead of a data dump. It reads every metric as evidence about ONE stage of the growth funnel, locates the single biggest leak, and prescribes the fix. Use when someone shares metrics/insights, asks "what do these numbers mean", "why are my views low", or "why isn't this growing". Works with any capable model.
audience-bullseye
Builds a hyper-precise audience persona from psychographics and jobs-to-be-done — the painful problem, secret desire, fear/objection, the conversation already running in their head, the aspirational identity, where they gather, and the exact words they use — not age/gender/income demographics. Outputs a bullseye persona plus resonant content angles and hooks derived directly from those pains and desires. Use when the user asks about their audience, persona, ICP, "who am I talking to", or targeting. Trigger on any audience-definition or targeting intent. Works with any capable model.
brand-voice-keeper
Defines and enforces a consistent brand voice and visual identity across every post and platform. It distills voice into tone attributes, a do/don't lexicon, and rhythm rules, extracts that voice from sample posts, then runs any draft through a pass/fail consistency checklist. Use when the user asks about brand voice, tone, staying "on-brand," "does this sound like me," a style guide, or visual consistency. Pairs with onboarding-brand-brief. Works with any capable model.
breakout-detector
Finds outlier "breakout" content in a niche before it saturates by normalizing engagement against each account's own baseline, then isolating the format, angle, or sound driving the spike. Use when someone asks "what's working in my niche," wants to spot trends early, or needs to separate real breakouts from big-account noise. Trigger on outlier/breakout/trend-spotting/"what should I make" requests. Works with any capable model.
campaign-builder
Builds an end-to-end plan for a launch, series, or challenge across three phases — pre-launch (teaser/waitlist), launch (daily beats + CTA ladder), and post (nurture/repurpose) — with a day-by-day beat sheet and per-phase metrics. Use when the user is launching a product, running a series or challenge, asks for a "launch plan" or "30-day challenge", or is promoting an offer. Trigger on launch/campaign/series/challenge/promotion requests. Works with any capable model.
channel-competitor-analysis
Reverse-engineer any creator, channel, profile, or single viral post to extract the hooks, formats, content pillars, posting cadence, engagement patterns, and exploitable weaknesses behind their growth. Use when the user wants to analyze a competitor/account/video, understand why something went viral, find gaps to attack, or model a winning channel. Trigger on "analyze this profile/channel/video", competitor research, or "why did this blow up". Works with any capable model.
content-strategy-engine
Turns a niche + audience into a repeatable content system — pillars, ratios, formats, a weekly calendar, and a repurposing loop — so output stays consistent instead of depending on one-off virality. Use when the user asks to plan content, build a content calendar or strategy, define pillars, or asks "what should I post" or "plan my month". Trigger on content plan/calendar/strategy/pillars/cadence requests. Works with any capable model.
cross-platform-adapter
Adapts ONE core idea into each platform's native format instead of cross-posting the same clip everywhere. It maps length, aspect ratio, tone, hook style, caption and hashtag norms, and what actually converts per platform, then outputs a per-platform adaptation table. Use when the user says "repurpose this," "cross-post," "adapt this for LinkedIn/TikTok," or plans a multi-platform push. Works with any capable model.
engagement-booster
Engineers the engagement signal algorithms reward — comments, replies, saves, shares, and DMs — instead of chasing raw reach. Produces a per-post engagement playbook plus reusable reply and DM templates covering first-hour tactics, reply strategies that grow reach, low-friction CTAs, and community rituals. Use when the user wants more comments, a reply strategy, a DM flow, or community-building. Trigger on engagement, comments, replies, DMs, community, "boost engagement", "get more comments", "reply strategy". Works with any capable model.
growth-orchestrator
The coordinator for SocialForge — routes a social-media goal to the right skills in the right order and runs them as an end-to-end workflow. Use when the user gives a broad growth goal ("grow my account", "launch on TikTok", "go viral", "plan my month", "I have a video, do everything"), or isn't sure which skill they need. Trigger on any multi-step social-growth request. Works with any capable model.
hook-machine
Generate dozens of scroll-stopping hooks (the first 1-3 seconds / first line) engineered for a specific platform, audience, and format. Use when the user needs hooks, openers, titles, first lines, "make this stop the scroll", or their content gets impressions but no watch-time/clicks. Trigger on hooks, opening lines, titles, thumbnails-text, or low retention at the start. Works with any capable model.
offer-cta-architect
Designs the path from free content to money without feeling salesy, using a CTA ladder that moves a stranger from attention to micro-commitment to owned audience to offer. Matches CTA aggression to context so reach posts stay soft and conversion posts sell directly, and enforces one CTA per post plus a give-before-you-ask value ratio. Use when the user asks about CTAs, offers, funnels, monetizing, lead magnets, or "how do I sell without being salesy". Works with any capable model.
onboarding-brand-brief
First-run setup that captures a creator's foundation — niche, positioning, offer, platforms, and voice — into a reusable BRAND BRIEF block the other SocialForge skills read from. Includes a voice-training step that extracts tone, lexicon, and rhythm from the creator's own posts (or admired creators) so generated content sounds like a person, not a model. Use when the user first opens SocialForge, or says "set up my brand", "set up my profile", "train my voice", or is onboarding. Trigger on any first-run or profile-setup intent. Works with any capable model.
performance-optimizer
Post-mortems a piece of content and produces the next iteration, not just an explanation. It isolates the weakest link, proposes single-variable A/B tests, and applies a double-down rule when something wins. Use when someone asks "why did this flop", "why did this win", "help me optimize/improve my content", "set up an A/B test", or wants a post-mortem. Works with any capable model.
profile-optimizer
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.
repurpose-master
Turns ONE long asset (podcast, livestream, long video, article) into 30+ platform-optimized short-form pieces by mining atomic moments and speccing each cut. Produces a repurposing table mapping source timestamp/idea to platform, hook, and format. Use when the user wants to "turn this video into clips", repurpose, atomize, or multiply one piece of content into many. Trigger on repurpose/atomize/content-multiplication requests. Works with any capable model.
trend-jacker
Decides fast whether a trend, sound, format, meme, or news story is worth riding, then bridges it to your niche on-brand and ships same-day. Use when someone asks "is this trend worth doing," wants to make content about a current thing, or needs a fast take on a sound/meme/news moment. Trigger on trend-jacking, news-jacking, meme/sound requests, and "make content about <current thing>." Works with any capable model.
viral-script-generator
Writes short-form video scripts engineered for watch-time and completion, not just clever lines. Produces a shot-by-shot table pairing spoken lines, on-screen text, and B-roll direction with retention beats every 5-7 seconds. Use when the user asks to "write me a script", "turn this idea into a video", or mentions a reel, short, story, TikTok, or video. Trigger on script/video/reel/short/story requests. Works with any capable model.
visual-idea-generator
Turns a post idea into copy-paste text-to-image PROMPTS plus layout briefs for thumbnails, carousels, and Reel/Short covers. Produces a concept, the exact on-image text, and a paste-ready generation prompt (style + aspect ratio) per asset for any image tool (Midjourney, DALL·E, Ideogram, Adobe Firefly, Canva). It writes briefs and prompts only — it does not render images itself. Use when the user asks "what should the image be", needs a thumbnail, carousel, cover, or design brief, or wants visuals that stop the scroll. Trigger on thumbnail, carousel, cover, visual, design brief. Works with any capable model.
commit-craft
Turn a set of code changes, a diff, or a description of work done into clean Conventional Commits and, on request, a changelog entry. Use whenever the user asks for a commit message, says "write the commit", pastes a diff and wants it committed, asks to squash/split commits, or needs a CHANGELOG or release notes — even if they just describe what they changed in plain words.
landing-copy
Write conversion-focused landing page copy using a proven message hierarchy. Use whenever the user asks for landing page copy, a hero section, "headline for my product", website copy that converts, a value proposition, or wants to rewrite a page that "isn't converting". Trigger even when they only describe their product and audience without saying "landing page".
pr-review-guardian
Review a pull request or code diff for correctness, security, and performance, returning a structured verdict with severity-tagged findings. Use this whenever the user shares a diff, PR link, or code change and asks for review, feedback, "is this safe to merge", "look this over before I ship", or mentions code review, even if they don't say the words "pull request".
social-repurpose
Turn one long-form asset (blog post, essay, transcript, report) into platform-native social posts. Use whenever the user shares long content and asks to "make posts from this", "repurpose", "turn this into a thread", "LinkedIn post from my article", "content for X/Twitter", or wants to promote a piece across channels. Trigger even when they just paste an article and say "post-ify this".
weekly-review
Run a structured weekly review that captures loose ends, closes the past week, and plans the next one. Use whenever the user asks to "do my weekly review", "plan my week", "help me reset", "what should I focus on", mentions GTD, a Friday/Sunday review, or dumps a pile of tasks and half-finished threads needing order. Trigger on any weekly planning or reset request.
inbox-triage
Triage a batch of emails or messages into priority tiers and draft replies grouped by type. Use whenever the user pastes emails, forwards a thread backlog, says "help me get through my inbox", "what needs a reply", "triage these", "draft responses", or is overwhelmed by messages. Trigger even when they just paste raw email text without asking a precise question.
meeting-to-actions
Convert meeting notes, a transcript, or a rough recap into a clean record of decisions, owned action items, and a follow-up message. Use whenever the user pastes meeting notes or a transcript, says "summarize this meeting", "what did we decide", "pull the action items", "who owns what", or asks for a recap email after a call. Trigger even from messy or partial notes.
newsletter-forge
Draft an email newsletter issue built around one idea with a strong open and a single call to action. Use whenever the user asks to write a newsletter, an email issue, "this week's edition", a broadcast to subscribers, or wants to turn notes/links into a sendable email. Trigger even when they only give a rough topic or a pile of links to shape into an issue.
Bio shown is the top-scored skill's repo description as a fallback — real GitHub bios land in a future update.