briar-cochran-content-science

name	briar-cochran-content-science
description	Data-backed ideation and content testing systems from Briar Cochran — the idea supply chain (five-input weekly ideation hour, Great Idea Venn gate, baseline-relative outlier detection, four-layer contextualization filter) plus the testing economy (Chris Rock arsenal loop at 4:3 winners-to-tests, four-question win audits building four arsenals, follower-quality economics). Use when generating content ideas from data instead of taste, deciding whether a competitor video is worth adapting, planning a weekly content slate, postmorteming why a post won, installing a repeatable content OS on any account, or scripting a keyword-cascade belonging piece. Upstream of hook/retention craft: this skill decides WHICH ideas enter production.
expert	Briar Cochran (@BriarCochranShortForm)
version	1.0.0
domain	content ideation, content testing, data-backed topics, audience economics
extraction_date	"2026-07-25T00:00:00.000Z"
extraction_tier	forge (Deep)
source_material	"Personal Brand Guide to Top 1% Ideation (data-backed)" (4aAQJ2jF-uc) + "Become A Content Scientist (Personal Branding)" (EO1SaBO-YTg) + "Importance of Follow Quality" (j5nSArMEFno, enrichment) — full transcripts + /watch visual context

Briar Cochran — Content Science

Content is not a game of guessing, it's a game of knowing. Start at one, not zero.

Core Genius

Briar treats content as an evidence pipeline, not a creativity lottery. Every idea arrives with signal attached, survives a three-way psychological-alignment gate (Proper TAM × Specific Psychology × Unique/Novel), and then earns permanent placement in a testing arsenal that is deliberately rationed — winners get benched — so the audience never fatigues. Everyone else optimizes the artifact; Briar optimizes the portfolio.

When to Use This Skill

• You need content ideas backed by data, not vibes (weekly practice or one-off)
• You found an inspiring video and want to know whether it's real signal and what survives transfer to your account
• You're planning a weekly content slate and need the winners/tests ratio managed
• A post won (or flopped instructively) and you want to know which variable did it
• You're installing a content OS on a new account or client
• You want a keyword-cascade belonging piece for a niche

Workflows

Tier 1 — Foundation

#	Workflow	Produces	Slash
01	Idea Venn Gate	PASS/REWORK/KILL verdicts + fixes per idea	/bc-idea-gate
02	Ideation Hour	10+ data-backed idea cards from five inputs	/bc-ideation-hour
03	Arsenal Week	Weekly 4:3 slate + updated arsenal ledger	/bc-arsenal-week
04	Win Audit	Variable-isolated postmortem + arsenal entries	/bc-win-audit

Tier 2 — Practitioner

#	Workflow	Produces	Slash
05	TAM Calibrate