Tyler Roessel Working Systems
01 Systems

Operating patterns for source review, CRM memory, review queues, and safe action.

 02 Skills

Usable SKILL.md files for repeatable workflows and handoffs.

 03 Repos

Public repositories with architecture, workflows, and reusable operating patterns.

04 / Field Notes

Current field notes from the operating work.

The latest writing follows what is active now: GTM systems, review loops, operating constraints, and the practical work of turning AI into useful workflows.

Blue graphite opportunity dossier with surface stage markers and deeper buyer evidence layers underneath New / GTM conversion architecture The Fallacy Of The Stage Change

A CRM stage should not be treated as progress until the buyer evidence underneath it can survive manager review.

 Blue graphite analyst desk where scattered GTM signal cards are sorted into a small set of accounts worth human review New / GTM conversion architecture The Next GTM Metric Is Sales Capacity

AI can expand GTM motion. The operating question is whether the system protects the human attention needed to qualify, persuade, and convert the right accounts.

 Blue graphite conversion architecture where scattered GTM signals pass through a structured gate into a smaller set of clean revenue paths New / GTM conversion architecture GTM Activity: Can Your System Convert It?

AI expands GTM activity. GTM architecture decides what converts through validation, data liquidity, human judgment, and operating guardrails.

 Blue graphite platform map where a contained app grid dissolves into a distributed model layer New / AI platform economics China Could Not Export WeChat. It Is Exporting The Model Layer.

China may not need to export a Western super app if DeepSeek, Qwen, Kimi, and GLM become the model layer underneath the software companies already use.
Open the full writing library

05 / Public Proof

Public work that can be inspected and reused.

The public repos show the systems architecture. The skills show the reusable operating instructions behind source review, CRM handoff, evidence contracts, and decision support.

Browse Public Repos Open All Skills
Repositories

Working Public Repos

Public Repo GTM Infrastructure System Shows the architecture and workflow pattern without exposing private client data, credentials, or internal operating material. Public Repo Opportunity Discovery System Demonstrates how fragmented public signals become structured inputs for outbound, strategy, and partner prioritization. Public Repo AI Operating Skills Includes 25 public SKILL.md files with inputs, workflow steps, output contracts, and guardrails. Public Repo Client Communications to CRM Shows how communication context can become structured follow-ups, account updates, and safer CRM handoffs.
Skills

Reusable Operating Instructions

SKILL.md Signal intake Creates the first filter: what changed, why it may matter, and whether it deserves action. SKILL.md Source review Separates facts, interpretations, unsupported claims, open questions, and the source material behind them. SKILL.md Evidence contract Prevents later AI steps from re-inventing facts from a thin summary or losing provenance. Full Library Full Skills Library Open all 25 usable SKILL.md packs.
Source Intake Evidence Contract Review Queue CRM Or Brief Handoff