26d • 💬 General discussion
Question
This might sound stupid but I just want to know ICM (Interpretable Context Methodology) is a workflow framework that structures AI agent tasks using numbered folders and markdown files instead of complex multi-agent code frameworks. It’s a way to organize AI work. Key words using some sort of ai agent (Claude Gemini etc). Would it be possible to create a python script that does icm but take away the ai agent?? create something like icm_framework.py — a lightweight implementation that:
1. Parses workspace structures — discovers stages from numbered folders (01-research, 02-analysis, etc.)
2. Reads stage contracts — parses CONTEXT.md files into structured inputs, process steps, outputs, checkpoints, and audits
3. Resolves inputs — automatically locates files from previous stages, config directories, or user-provided sources
4. Handles section scoping — extracts only relevant sections from markdown files (e.g., “Voice Rules” section)
5. Executes pipelines — runs stages sequentially and writes outputs to the correct output/ directories
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