cyberneticlibrary

Build signal-triggered multi-channel sequences

outreach-sequence-builderskillsetup L240
Othmane-Khadri/gtm-engineer-playbook

Causal-lift measurements

outreach-campaigning+13pp vs no-skill baselinewith-skill 80% · baseline 67%

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

What it does

Build signal-triggered multi-channel outreach sequences for B2B

Best for

B2B outreach teams building repeatable sequences around specific trigger events (funding, hiring, product launches) where each sequence maps insight → bridge → opener → ask structure.

Inputs
  • · ICP definition (personas, company profile, pain points) from docs/icp.md
  • · Account-level context from docs/accounts/*.md (optional)
  • · Trigger signal selection (post-fundraise, hiring, competitor use, product launch, event, job change)
Outputs
  • · Per-trigger sequence with 4 components: insight, bridge, opener, ask
  • · Multi-channel sequence (email + LinkedIn)
  • · Markdown sequences written to docs/sequences/
Requires
  • · File system read (icp.md, accounts/*.md)
Preconditions
  • · ICP or 4-question context provided (product/service, target, pain point, differentiator)
  • · Trigger signal(s) selected
Failure modes
  • · Insight is generic ('Series B raising means they have budget') not specific
  • · Bridge feels forced instead of inevitable
  • · Opener generic instead of proving specific research
  • · Ask is too large (30-min demo vs 10-min look)
Trust signals
  • · 7-trigger menu with specific examples (post-fundraise, hiring signal, competitor displacement, product launch, content engagement, event follow-up, job change)
  • · Per-trigger development structure: insight (specific from signal), bridge (inevitable connection), opener (proves research), ask (minimum viable CTA)
  • · ICP loading from files (personas, pain points, language patterns) vs 4-question fallback if files don't exist