Growth orchestrator
SocialForge — 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.
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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.
SKILL.md
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Growth Orchestrator
Individual skills are power tools; the orchestrator is the workflow that points them at a goal in sequence, passing each skill's output into the next. It turns "help me grow" into a concrete pipeline with a deliverable at the end.
First: diagnose the goal
Classify the request into one of the standard workflows, and gather the minimum inputs (niche, platform(s), current size, the asset if any). Don't over-ask — start with what's given and fill gaps as you go.
Standard workflows (skill chains)
- New account / from scratch:
onboarding-brand-brief→audience-bullseye→channel-competitor-analysis→content-strategy-engine→hook-machine→viral-script-generator - "I have one long video, do everything":
repurpose-master→hook-machine(per clip) →cross-platform-adapter→visual-idea-generator→ posting schedule - "Make this specific post go viral":
channel-competitor-analysis(of top performers in niche) →hook-machine→viral-script-generator→visual-idea-generator - Ride a trend now:
trend-jacker→hook-machine→viral-script-generator(fast lane, ship same day) - Monthly plan:
audience-bullseye→content-strategy-engine→campaign-builder→ cadence - "Why isn't this working?":
analytics-interpreter→performance-optimizer→hook-machine/content-strategy-engine(fix the weakest link) - Launch/series/challenge:
campaign-builder→content-strategy-engine→viral-script-generator→engagement-booster
Method
- Route. Pick the workflow; state the chain you'll run and the final deliverable.
- Run in sequence, pass context forward. Each skill consumes the prior output (persona → pillars → hooks → scripts). Don't restart from zero at each step.
- Gate on quality. After hooks and scripts, apply the ship-only-4s-and-5s bar (see
hook-machine). Weak link → loop that one skill, don't proceed. - Deliver + measure. End with a concrete artifact (calendar, script pack, campaign) and the metric to watch. Feed real results back into
performance-optimizernext cycle.
Output template
## Growth plan: <goal>
Workflow: <named chain>
Inputs used: <niche / platform / size / asset>
### Pipeline
Step 1 — <skill> → <output>
Step 2 — <skill> → <output> (uses step 1)
...
### Deliverable
<the final artifact>
### Metric to watch + next-cycle loop
<the one number; what to run next based on it>
Rules
- Always name the chain and the final deliverable before running it — no aimless brainstorming.
- Pass context forward; never make a later skill re-derive what an earlier one already produced.
- One weak link kills the funnel. Gate after hooks/scripts and loop the weakest step rather than shipping it.
- Match ambition to inputs — a from-scratch account gets foundations first (persona, pillars), not a viral moonshot.
- Close the loop: every plan ends with a metric and what to run next cycle.