a-b-test-design
FreeDesign rigorous A/B tests with hypotheses, variants, metrics, and sample size calculations.
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Repurpose blog posts for social media, email, YouTube, Reddit, and LinkedIn. Generates Twitter/X threads, LinkedIn articles, YouTube scripts, Reddit discussion posts, email newsletter excerpts. Adapts tone for each platform. Use when user says "repurpose", "blog repurpose", "share blog", "social media", "twitter thread", "linkedin post", "youtube script", "reddit post".
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See how to installReview the instructions the agent will receive before you install.
Transforms blog posts into platform-optimized content for social media, email, video, and community channels. Each output adapts tone, format, and length to match platform conventions and audience expectations.
FLOW dual-surface thinking (when applicable). When the original blog post targets a query that also surfaces in a community (Reddit thread, YouTube comment, LinkedIn discussion), repurpose for the community in a way that reinforces the blog. Cross-link both directions: the blog references the community discussion as social proof; the community post references the blog as the canonical long-form answer. This is FLOW surface 5 in action. See skills/blog/references/flow-alignment.md and /blog flow win for the dual-surface scorecard.
Read the blog post and extract the core content elements:
Prompt the user to select which platforms to generate content for:
If the user specifies a platform directly (e.g., "repurpose for Twitter"), skip this step and generate for that platform only.
Generate a complete thread optimized for Twitter/X engagement:
Hook tweet (tweet 1):
Insight tweets (tweets 2-6):
Closing tweet (final):
Thread formatting rules:
Adapt the blog for LinkedIn's professional audience and format:
Length: 800-1,200 words (shorter than the blog post)
Opening (first 2-3 lines visible before "See more"):
Body structure:
Closing:
Tone: Professional but conversational. First-person perspective. Share what you learned or observed, not just what the data says.
Generate a complete video script structured for retention:
Hook (0-15 seconds):
Intro (15-60 seconds):
Main content (3-5 talking points):
[SHOW CHART: description] - for data visualizations[CUT TO SCREENCAST] - for demonstrations[B-ROLL: description] - for visual variety[TEXT ON SCREEN: key stat] - for emphasisCTA (final 15-30 seconds):
Script metadata:
Reframe the blog content as an authentic community discussion:
Subreddit suggestions:
Post format:
Self-promotion compliance:
Tone: Peer-to-peer, humble, discussion-oriented. Never salesy.
Generate a concise newsletter section optimized for email engagement:
Subject line:
Preview text:
Body:
Total length: 150-200 words. Every word must earn its place.
Formatting:
Save all generated outputs to the repurposed/ directory with platform-specific
filenames:
repurposed/
{slug}-twitter-thread.md
{slug}-linkedin-article.md
{slug}-youtube-script.md
{slug}-reddit-post.md
{slug}-email-newsletter.md
If the repurposed/ directory does not exist, create it.
Present a summary after saving:
## Repurposed Content: [Blog Title]
### Generated Outputs
- Twitter/X thread: repurposed/{slug}-twitter-thread.md (X tweets)
- LinkedIn article: repurposed/{slug}-linkedin-article.md (~X words)
- YouTube script: repurposed/{slug}-youtube-script.md (~X min estimated)
- Reddit post: repurposed/{slug}-reddit-post.md (X subreddits suggested)
- Email excerpt: repurposed/{slug}-email-newsletter.md (~X words)
### Quick Stats
- Key insights extracted: X
- Statistics reused: X across Y platforms
- Total content pieces: X
### Next Steps
- Review and customize each piece for your brand voice
- Schedule posts using your preferred social media tool
- For Twitter: post thread during peak hours (9-11am or 1-3pm local time)
- For LinkedIn: post Tuesday-Thursday for highest engagement
- For Reddit: post during US morning hours (8-10am EST)
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Design rigorous A/B tests with hypotheses, variants, metrics, and sample size calculations.
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When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," "hypothesis," "should I test this," "which version is better," "test two versions," "statistical significance," "how long should I run this test," "growth experiments," "experiment velocity," "experiment backlog," "ICE score," "experimentation program," or "experiment playbook." Use this whenever someone is comparing two approaches and wants to measure which performs better, or when they want to build a systematic experimentation practice. For tracking implementation, see analytics. For page-level conversion optimization, see cro.
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Format CVs for academic positions with publications, grants, and teaching
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Conduct a comprehensive accessibility audit against WCAG guidelines with severity ratings and remediation steps.
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Create accessibility testing plans covering assistive technologies and WCAG criteria.
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When the user wants to generate, iterate, or scale ad creative — headlines, descriptions, primary text, or full ad variations — for any paid advertising platform. Also use when the user mentions 'ad copy variations,' 'ad creative,' 'generate headlines,' 'RSA headlines,' 'bulk ad copy,' 'ad iterations,' 'creative testing,' 'ad performance optimization,' 'write me some ads,' 'Facebook ad copy,' 'Google ad headlines,' 'LinkedIn ad text,' or 'I need more ad variations.' Use this whenever someone needs to produce ad copy at scale or iterate on existing ads. For campaign strategy and targeting, see ads. For landing page copy, see copywriting.
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