interpretable-context-methodology-template

First Workspace Tutorial

This tutorial gets you from a blank folder to a validated ICM workspace and a first review gate.

What You Are Building

You are creating a small workflow where:

  1. A project idea becomes a short brief.
  2. The brief becomes a discovery report.
  3. The discovery report becomes a stage map.
  4. Each stage output is reviewed before the next one runs.

The point is not automation for its own sake. The point is to keep the workflow inspectable.

Step 1: Create A Workspace

From this repository root:

python -m icm new ../my-first-icm-workspace --name "My First ICM Workspace"

Expected output:

Created ICM workspace: /path/to/my-first-icm-workspace
Project name: My First ICM Workspace

Next steps:
  1. cd "/path/to/my-first-icm-workspace"
  2. Fill stages/00_intake/output/project-brief.md
  3. Ask your agent:
     Read AGENTS.md and CONTEXT.md, then run stages/00_intake.
     Write only the declared outputs, run Verify, and stop at the Review Gate.
  4. Run icm validate --strict

Step 2: Fill The First Input

Open:

stages/00_intake/output/project-brief.md

Fill it with a rough idea. It does not need to be perfect. ICM expects review and revision.

Example:

# Project Brief

## Project Name

Weekly Research Digest

## Desired Outcome

A repeatable workflow for turning source links and notes into a concise weekly research digest.

## Starting Material

- Source links collected during the week
- Notes from the project owner
- Previous digest examples, if available

## Audience Or Users

Busy technical readers who want a clear summary without reading every source.

## Success Criteria

- The digest separates facts, assumptions, and recommendations.
- Every claim can be traced back to source material.
- A human can review the outline before final drafting.

## Constraints

- Time: should fit a weekly publishing rhythm
- Budget: use local files and normal coding-agent tools first
- Tools: markdown, git, local scripts
- Privacy or compliance: do not include private notes in public output
- Must avoid: unsourced claims

## Natural Review Points

- After source triage
- After outline
- Before final publication

## Open Questions

- How long should the final digest be?
- Should the workflow include social posts or only the main digest?

Step 3: Validate The Structure

From the new workspace root:

python -m icm validate . --strict

Expected output:

OK: workspace passed validation with 0 warning(s)

This check does not judge whether the content is brilliant. It checks whether the folder structure, stage contracts, and handoff folders are present.

Optional: if your first workspace will track source material, dated milestones, or durable decisions, add the common artifact starters:

python -m icm init . --with-common-artifacts

This creates starter files under shared/ without overwriting existing files.

Step 4: Run One Stage

Ask your agent:

Read AGENTS.md and CONTEXT.md, then run stages/00_intake.
Load only the inputs declared in stages/00_intake/CONTEXT.md.
Write only the declared outputs, run Verify, and stop at the Review Gate.

When the agent stops, read:

stages/00_intake/output/project-brief.md

Edit it directly if needed. Your edits become the authoritative input for the next stage.

Step 5: Move To The Next Stage

After you accept the brief, ask:

Run stages/01_discovery using the approved output from stages/00_intake.
Write the declared output, run Verify, and stop at the Review Gate.

The starter discovery rubric expects the discovery report to include a Source Traceability section. If icm review says a required source is missing, cite the source path or filename in the output.

Repeat that pattern through the numbered stages.

CLI Helpers

These commands help you see what is going on:

python -m icm status .
python -m icm next .
python -m icm explain stages/01_discovery
python -m icm review stages/01_discovery
python -m icm doctor .
python -m icm dashboard .

Step 6: Improve The Source

If you keep fixing the same issue in an output file, move the fix upstream.

Repeated Problem Better Source File To Update
The agent misunderstands the stage job stages/NN_slug/CONTEXT.md
The output tone is wrong _config/style-guide.md
A domain rule is missing _config/glossary.md or a stage references/ file
A decision should affect later stages shared/decision-log.md
The same validation check is repeated manually Add or update a script under tools/

Beginner Checklist