cyberneticlibrary

Generate production-ready marketing briefs

ink-briefskillsetup L139
tonone-ai/tonone

Causal-lift measurements

content-strategy-1pp vs no-skill baselinewith-skill 52% · baseline 54%

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

What it does

Generate production-ready content briefs writers can execute independently

Best for

Marketing teams handing briefs to freelance or in-house writers who need the entire research and competitive analysis done upfront.

Inputs
  • · Target keyword or topic
  • · Target audience (ICP — who is searching, why)
  • · Business goal (SEO traffic, conversion, thought leadership, enablement)
  • · Funnel stage (TOFU, MOFU, BOFU)
  • · Existing content to avoid duplicating
Outputs
  • · SEO title (50-60 chars, includes primary keyword)
  • · Meta description (150-160 chars)
  • · Full outline with H2 and H3 headers
  • · Keyword variants and LSI terms to include naturally
  • · Competitive gap analysis (what top results are missing)
  • · Internal link targets with anchor text and rationale
  • · Content brief summary card with WC target, format, CTA
Preconditions
  • · Primary keyword identified with realistic MSV estimate
  • · Search intent classified (informational vs. comparison vs. how-to vs. problem/pain)
  • · Writer is available to execute outline
Failure modes
  • · Keyword not specific enough (too broad to rank)
  • · Intent misclassified (content doesn't match what searchers want)
  • · Outline is too generic (writer needs additional research)
  • · Internal links are orphaned or weak (no backlink from target page)
  • · Competitive gap is not real (top results already cover it)
Trust signals
  • · SERP intent classified explicitly (Informational vs. Navigational vs. Commercial vs. Transactional)
  • · Keyword variants with search volume estimates provided
  • · Competitive gap table shows what top results have vs. what they lack
  • · Internal link minimum: 3 internal, 2 external authority links
  • · Outline includes body structure (Intro + sections + proof + conclusion + CTA)