Turn any Claude (or any capable model) into a complete AI social-media growth agency.
SocialForge is an open-source suite of 20 composable skills — model-invoked playbooks that encode how top creators actually grow: reverse-engineering competitors, nailing an audience, generating scroll-stopping hooks, writing retention-engineered scripts, turning one video into 30+ posts, riding trends, engineering engagement, and adapting across every platform. An orchestrator chains them into end-to-end workflows.
These aren't "act as a social media expert" prompts. Each skill is a repeatable method with an output template, platform variants, and hard rules — the difference between a prompt and a system.
Works with Claude (Opus 4.8, Sonnet 5, Haiku 4.5, Fable 5), Claude Code, Cursor, and any capable model. MIT licensed. Free forever.
Claude Code (recommended):
/plugin marketplace add moses607/socialforge
/plugin install socialforge@socialforgeAny agent / API / Claude.ai: every skill is a self-contained skills/<name>/SKILL.md. Upload it as a skill, or paste it as a system/developer instruction. No dependencies.
Manual: clone this repo and point your agent's skills directory at skills/.
| Skill | What it does |
|---|---|
growth-orchestrator |
Routes a goal to the right skills in the right order and runs them as one workflow |
| Skill | What it does |
|---|---|
onboarding-brand-brief |
Captures your niche, positioning, goal, and voice into a reusable brief the other skills consume |
audience-bullseye |
Hyper-precise persona built on psychographics & jobs-to-be-done — pains, desires, the words they use |
channel-competitor-analysis |
Reverse-engineers any creator's hooks, pillars, cadence, and exploitable weaknesses |
profile-optimizer |
Turns your profile into a follow-and-convert machine (bio, pinned, link-in-bio) |
| Skill | What it does |
|---|---|
breakout-detector |
Finds outlier content in your niche before it saturates; scores an idea's breakout potential |
trend-jacker |
Rides a trend/sound/news story fast and on-brand — same-day fast lane + cringe check |
| Skill | What it does |
|---|---|
hook-machine |
Generates dozens of scroll-stopping hooks per platform, then cuts to the best 1-3 |
viral-script-generator |
Shot-by-shot short-form scripts engineered for retention (hook → beats → payoff → CTA) |
content-strategy-engine |
Pillars, content ratios, a format library, and a weekly calendar — a repeatable system |
campaign-builder |
End-to-end launch / series / challenge plans with a day-by-day beat sheet |
youtube-title-lab |
Generates and stress-tests YouTube title + thumbnail-text pairs for CTR |
offer-cta-architect |
Designs the CTA ladder from free content → owned audience → offer, without feeling salesy |
| Skill | What it does |
|---|---|
repurpose-master |
Turns one long asset into 30+ short-form pieces, spec'd per platform |
cross-platform-adapter |
Adapts one idea to each platform's native norms (not identical cross-posting) |
visual-idea-generator |
Paste-ready image prompts + layouts for thumbnails, carousels, and covers |
brand-voice-keeper |
Defines and enforces a consistent voice & visual identity with a pass/fail checklist |
| Skill | What it does |
|---|---|
engagement-booster |
First-hour tactics, reply strategies, DM flows, and community rituals that drive the signals algorithms reward |
analytics-interpreter |
Turns raw metrics into a funnel diagnosis and names the single biggest leak |
performance-optimizer |
Post-mortems a piece, proposes A/B tests, and decides kill vs iterate vs scale |
Just tell the orchestrator your goal — it picks the chain:
- "I have one long video, do everything" →
repurpose-master→hook-machine→cross-platform-adapter→visual-idea-generator - "Grow my new account" →
onboarding-brand-brief→audience-bullseye→channel-competitor-analysis→content-strategy-engine→hook-machine→viral-script-generator - "Make this post go viral" →
channel-competitor-analysis→hook-machine→viral-script-generator→visual-idea-generator - "Why isn't this working?" →
analytics-interpreter→performance-optimizer→ fix the weakest link - "Ride this trend now" →
trend-jacker→hook-machine→viral-script-generator(ship same day)
Example:
> Use growth-orchestrator: I run a fitness account on Instagram & TikTok, 2k followers,
> and I just recorded a 40-minute podcast. Grow me.
A skill is a directory with a SKILL.md (YAML frontmatter + instructions). The model keeps only the one-line description in context and loads the full playbook when your request matches — so you can install all 20 without bloating context. They compose: each skill's output feeds the next.
See ROADMAP.md — planned: newsletter-growth, ugc-brief, comment-mining, plus platform-specific packs and integration hooks (Make/Zapier/webhooks). Contributions welcome.
New skills and improvements are welcome — see CONTRIBUTING.md. Keep the house style: one tight principle, numbered method, an output template, platform variants, and hard rules.
SocialForge is the free growth suite. If you want the deeper, paid packs — production skills for shipping software, meta-skills for operating the model itself, and frontier agent skills — see SkillForge.
See Aether OS — a free, model-agnostic AI agent kernel (persistent memory, governed multi-agent orchestrator, eval harness, cost tracking). Apache-2.0. It's the infrastructure these skills run on top of.
MIT © Cherry FRANCOIS. Use it, fork it, ship with it.