cyberneticlibrary

Distribute content across platforms

ink-distributeskillsetup L239
tonone-ai/tonone

Causal-lift measurements

content-generation+12pp vs no-skill baselinewith-skill 76% · baseline 64%

Measured by running the task with and without this artifact, K=5, graded by deterministic checks — no LLM judging.

What it does

Distribute published content across channel-native platforms

Best for

Content marketer maximizing reach of published article across developer and technical buyer communities — produces channel-specific copy tailored to each platform's culture and success signals.

Inputs
  • · Link to or summary of published piece
  • · Content type (blog post, case study, how-to guide, report, research)
  • · Target audience (developers, technical buyers, business buyers, general)
  • · Business goal (traffic, signups, backlinks, brand awareness)
  • · Audience size context (newsletter subs, social followers)
Outputs
  • · Channel selection matrix with fit scoring
  • · Channel-by-channel distribution plan
  • · Ready-to-post copy per channel (HN, Reddit, LinkedIn, Twitter, Newsletter)
  • · Post-submission comment strategies
Requires
  • · Channel accounts (HN, Reddit, LinkedIn, Twitter/X, dev.to/Hashnode, newsletter)
Preconditions
  • · Content published and publicly accessible
  • · Channel accounts set up with reputation/audience
Failure modes
  • · Doesn't include rate limiting across channels (spam risk on Reddit/HN)
  • · Assumes published content is link-ready (doesn't cover pre-publish distribution planning)
  • · Newsletter distribution assumes existing subscriber list
  • · Doesn't measure post-distribution performance or adjust based on platform engagement
Trust signals
  • · Channel selection matrix with best/worst content types per platform
  • · Platform-specific formatting (HN comment no links, Reddit subreddit rules, LinkedIn first-person narrative)
  • · Strategy per channel (HN: post title + comment; Reddit: 2-3 subreddit variants; LinkedIn: story framing; Twitter: thread structure)
  • · Cultural fit guidance (HN rejects marketing, Reddit requires genuine participation)