cody-schneider-signal-based-marketing-systems

Cody Schneider (founder, Graphed — deploys marketing agents for fast-growing companies): engagement as hand-raise, the 10-20 creator aperture that covers ~80% of a niche, cheapest-first waterfall enrichment, four-lane domain separation, and 'an agent is code with a thinking loop and a live data stream.' Use for designing signal-based targeting systems, reading engager pulls into qualified hand-raises and content angles, enrichment cascade design, outbound infrastructure blueprints, organic content engines built on real source material, 90-day winner remix rotations, and agent-vs-automation build verdicts. Do NOT use for writing the outreach copy itself (luke-iha / copy-engine), LinkedIn post authorship (lara-acosta / ghostwrite), automation plumbing you already have (nick-saraev, /arsenal), offer economics (alex-hormozi), or anything that sends — this skill is listening-and-design only in house.

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Repository: Farrice/mes-knowledge-base
Last source activity: August 6, 2026 at 07:42
Detected SKILL.md language: English
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Forks: 1

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generate

The /generate front door — in-house, pay-as-you-go creative generation (Higgsfield replacement). One command for image, video, and audio: routes each request to the right model recipe (skills/generate/models/*.json), defers to binding creative_router lanes (people → fal-people, style-family → fantastic-posters; Higgsfield fully retired 2026-08-06), quotes paid video before running, honors prompt-level budgets ("total budget $3"), runs comparison batches across models, logs every prompt beside its asset, and auto-refreshes the Asset Command Center (/assets-board). Use when the user says "generate", "make an image/video/voiceover", "create ads/assets/creative", names a model (recraft, kling, seedance, nano banana, gpt image), or asks for a multi-model comparison. Source: RoboNuggets 9C4TRbucmhQ, rebuilt on our fal-first stack.

2026-08-06

video-studio

The Edit Bay — in-house conversational video studio (VOX-style explainers, documentaries, shorts, LinkedIn video). Transcript-driven cutting, B-roll ladder, motion graphics as code, captions, music, publish-ready packages — all agent-operated, free-first. Use when Farrice says "edit this video/footage", "make an explainer/documentary/short", "cut this recording", "add B-roll/captions/music", "turn this essay/post into a video", or any video production ask. Front door for three modes: talking-head, VO-only, zero-camera (his recorded VO + assembled visuals — NO voice clone, NO TTS narration, his ruling 2026-08-06). Source: Brad Bonanno agentic edit pipeline (extractions/brad-bonanno-edit-bay/), rebuilt on the house stack: WhisperX local + edit_bay.py ffmpeg assembly + HyperFrames/Remotion graphics + /generate (fal) — NO Higgsfield (retired 2026-08-06).

2026-08-06

brad-bonanno-explainer-video-architecture

Architects technical explainer videos using Brad Bonanno's structural patterns — survives short attention spans, communicates complete systems (not just teasers), and functions as a channel-building artifact (one video pulls subscribers, not just views). Use when planning a long-form technical explainer (5-20 min) for YouTube, structuring an explanation of a complex system the user knows but can't teach yet, balancing depth vs accessibility for a technical audience, or building an evergreen video meant to compound subscriber growth over years rather than spike then die. Trigger proactively whenever the user says "explainer video", "technical explainer", "how do I explain X", "long-form YouTube", "evergreen video", or has a complex system that needs to land with a non-expert. For Instagram-format shareworthy content use brock-johnson-shareworthy-content; for short-form video patterns use a TikTok/Reels-specific skill.

2026-08-06

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name	Cody Schneider — Signal-Based Marketing Systems
description	Cody Schneider (founder, Graphed — deploys marketing agents for fast-growing companies): engagement as hand-raise, the 10-20 creator aperture that covers ~80% of a niche, cheapest-first waterfall enrichment, four-lane domain separation, and 'an agent is code with a thinking loop and a live data stream.' Use for designing signal-based targeting systems, reading engager pulls into qualified hand-raises and content angles, enrichment cascade design, outbound infrastructure blueprints, organic content engines built on real source material, 90-day winner remix rotations, and agent-vs-automation build verdicts. Do NOT use for writing the outreach copy itself (luke-iha / copy-engine), LinkedIn post authorship (lara-acosta / ghostwrite), automation plumbing you already have (nick-saraev, /arsenal), offer economics (alex-hormozi), or anything that sends — this skill is listening-and-design only in house.
version	1.0
format	completion-engine
workflows	11
routing	core

#	Workflow	Produces	Use When
1	Signal System Blueprint	End-to-end loop design with the judgment step located + per-run cost	Front door — cold-starting or rebuilding a targeting system
2	Creator Aperture	10–20 account listening roster + kill list + creators file for `signal_scout.py`	Starting any signal system; quarterly re-audit; pulls returning noise
3	Engager Signal Audit	Qualified hand-raise ledger + honest volume + human decision queue	Weekly, after a pull; QA-reading a client's automated roster
4	Resonance to Angle	Angle brief with ICP verbatim block and evidence trail per angle	Before a content sprint; offer copy from real buyer language

#	Workflow	Produces	Use When
5	Waterfall Enrichment Design	Cascade ordered by cost-per-marginal-hit + hit-rate ladder + stop rule	Client enrichment stacks; a list costs too much for its yield
6	Outbound Infra Blueprint	Four-lane domain design, capacity math, tripwires, failure runbook	Client outbound builds; deliverability collapse; before anyone sends from a company domain
7	Reply Handling Playbook	Goal-prompt, routing table, objection library, 6-month re-touch — draft-only	Replies arriving; designing a conversation layer with human review
8	Organic Engine	Source-material engine spec + first batch of real insight cards	Team/personal content engine; content is generic and the input is the suspect
9	90-Day Winner Remix	Winners corpus with mechanisms + dated rotation calendar	Quarterly planning; an account with history that restarts from scratch

#	Workflow	Produces	Use When
10	Agent or Automation	Build verdict — script/automation/agent/reject + inference cost crossover	Before building anything agentic, here or for a client
11	Marketing-as-Code Audit	Classified activity audit + build queue ranked by hours-returned	A function feels busy but not productive; scoping a retainer

Pair with	For
`lara-acosta` / `/ghostwrite`	Resonance verbatims → hooks and posts. This skill supplies the what; she supplies the shape
`kallaway`	Why a winner won — mechanism clustering with a psychology lens, so the remix is principled not statistical
`nicolas-cole`	90-day remix pass through his proven-format library
`nick-saraev`	He builds the automation; workflow 10 decides which steps deserve inference at all
`alex-hormozi`	The ICP gate scored on money-model math, not title matching
`writers-room`	Trapped-context mining as the Layer 0 source material that engine has been missing
`daniel-priestley`	Earned-media arithmetic as the argument for the oversubscribed motion
`/arsenal`	Mandatory before any build recommendation — ~40 systems exist; extend, never rebuild
`/copy-engine` / `luke-iha`	The message itself, once this skill has decided who and why-now

cody-schneider-signal-based-marketing-systems

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