Content & Growth
Content Repurpose Engine
Turn one source asset into 30 days of platform-native content with duplicate and AI-tell auditing.
You do not have a content problem — you have a repurposing problem. Stop wasting 4 hours writing an article only to paste the same paragraph into LinkedIn and X. Content Repurpose Engine turns a single source asset into a 30-day, platform-native editorial calendar across six channels, rewriting each piece to native format rules while auditing for cross-post duplicates and synthetic AI buzzwords before anything goes live.
A content repurposing engine that transforms a single long-form asset into a dated 30-day cross-platform calendar without repetitive cross-posting.
Solo founders, technical creators, consultants, and boutique marketing agencies producing 8 to 30 posts per month.
Jaccard similarity duplicate scanning (<0.70 threshold), 18-rule synthetic AI buzzword filter, and native platform format constraints.
Produces 30 native pieces across 6 platforms from 1 intake, verified with zero dependencies and full test coverage.
Why this architecture wins
| Without this skill (Manual & Flawed) | With this skill (Deterministic & Gated) |
|---|---|
| ✕ Copy-pasting the same paragraph across LinkedIn, X, and Instagram and getting zero engagement. | ✓ Platform-native rewriting enforcing per-channel hooks, lengths, and format-specific CTAs. |
| ✕ Sounding like a generic AI bot using phrases like "in today's fast-paced world". | ✓ Automated scanner flagging 18 synthetic AI tells before any content is published. |
| ✕ Staring at a blank screen wondering what to post every Monday morning. | ✓ A structured 30-day calendar mapped to 7 distinct angles (contrarian, story, proof, mistake). |
What's inside
- ✓skills/content-repurpose-engine/SKILL.md (7 stages + 13 format rules)
- ✓build-content-plan.mjs (Deterministic 30-day calendar planner)
- ✓audit-content-pack.mjs (Cross-post duplicate & AI-tell scanner)
- ✓7-angle transformation engine (Contrarian, teardown, story, proof, mistake)
- ✓Per-platform native formatting rules (LinkedIn, X, Instagram, Newsletter, Blog)
- ✓Automated SEO fields validation (Title ≤60, Meta ≤155 chars)
Built with
- Node.js
- Markdown
- JSON Schema
- SEO Audit
- Social Formats
- CI Gates
How to use this skill (Step-by-step)
Run offline in your local workspace, orchestrate through any agent (Claude Code, Cursor, Antigravity, Cline), or plug directly into CI/CD pipelines.
Extract the Content Engine
Unzip the toolkit into your writing workspace or content repository.
unzip content-repurpose-engine-1.0.0.zip -d ./content-engineSupply Your Source Article or Brief
Provide a published article, podcast transcript, or technical brief in JSON.
cat ./content-engine/examples/source-brief.jsonBuild 30-Day Platform-Native Calendar
Run the planner to map 30 dated pieces across LinkedIn, X, Instagram, and Newsletters.
node ./content-engine/skills/content-repurpose-engine/scripts/build-content-plan.mjs ./source.jsonAudit for Duplicates and AI Tells
Verify that copy is genuinely rewritten and free of synthetic AI vocabulary.
node ./content-engine/skills/content-repurpose-engine/scripts/audit-content-pack.mjs ./content-pack.jsonIncluded with every purchase
- Instant secure download with commercial license
- Complete offline planner and audit scripts with 0 dependencies
- Full reference test suite with clean and flawed content fixtures
- Hinglish (hi and hi-en) platform labeling support
- 12 months of free updates within v1.x
- 30-day money-back satisfaction guarantee
Questions
Does this automatically publish to my social accounts?
No. It produces structured, fully-audited, platform-native copy files and calendar dates ready for you or your social scheduler.
How does it prevent repetitive cross-posting?
The audit script uses tokenized Jaccard similarity to reject cross-posted bodies over 0.70 similarity, ensuring each platform gets genuinely rewritten content.
What AI phrases does it block?
It automatically catches and flags 18 synthetic AI tells including "in today's fast-paced world", "delve", "game-changer", and "testament to".