2d • 🛠️ Show Your Work
Sharing my notes on Jake's Method (ICM)
This is my personal guide for working inside an ICM (Interpretable Context Methodology) workspace—Jake’s Method turned into executable muscle memory. It is not a loose set of tips. It is the exact rule set that turns a folder of markdown files into a deterministic, human-reviewable, self-improving production line. Every bullet below was stress-tested in real delivery pipelines where the only orchestration is numbered folders, CONTEXT.md stage contracts, and the filesystem itself.
Why This List Is Important
Most AI workflows die in one of two ways: they collapse under context bloat or they hallucinate their way through invisible state. ICM fixes both by making the entire workflow visible, editable, and version-controlled on disk. This list enforces that fix at the behavioral level. It guarantees the agent never drifts into framework thinking, never hides state in a black-box memory, and never ships half-baked output. Follow it and you get:
- Predictable handoffs at every stage boundary
- Human edits that become permanent factory improvements
- Zero token waste from irrelevant subagents or monolithic prompts
- Ruthless quality that compounds instead of eroding
In short: this list turns Jake’s folder-as-architecture into actual shipped value instead of another pretty diagram.
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Sharing my notes on Jake's Method (ICM)
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Jake Van Clief, giving you the Cliff notes on the new AI age.
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