README.md
Workbench Analysis
1. Purpose
This directory stores intermediate analysis produced by CCPE Forge.
Files here are not final artifacts.
They may include:
Classification reports
Audit reports
Quality reports
Refactor plans
Model mining reports
Extraction notes
Comparison reports
Upgrade plans
Creation briefs
Human decision logs
2. Typical Use
Use this directory when CCPE Forge has analyzed a raw artifact but has not yet produced final upgraded outputs.
Examples:
workbench/analysis/cognitive-imaging-specialist-audit-report.md
workbench/analysis/zhangliao-red-team-refactor-plan.md
workbench/analysis/cognitive-prism-model-mining-report.md
workbench/analysis/review-committee-creation-brief.md
3. Recommended File Types
3.1 Classification Report
Use for identifying artifact type.
Suggested filename:
{name}-classification-report.md
3.2 Audit Report
Use for detailed diagnosis.
Suggested filename:
{name}-audit-report.md
3.3 Refactor Plan
Use before rewriting or splitting artifacts.
Suggested filename:
{name}-refactor-plan.md
3.4 Model Mining Report
Use when extracting models from articles or agent appendices.
Suggested filename:
{name}-model-mining-report.md
3.5 Creation Brief
Use before creating a new Agent, Skill, Runtime, or Model Card.
Suggested filename:
{name}-creation-brief.md
4. Analysis File Metadata
Recommended front matter:
---
artifact_type:
source_path:
created:
status: analysis
mode:
review_status:
next_action:
---
Possible mode values:
creator
auditor
refactor
model-mining
classification
Possible review_status values:
needs-user-review
reviewed
accepted
rejected
superseded
5. Human Decision Logs
When analysis requires user decision, record it here.
Suggested structure:
# Human Decision Log: {Artifact Name}
## Decision 1
### Question
### Options
### User Decision
### Date
### Impact
6. Analysis to Upgrade Flow
Typical flow:
workbench/raw/{source}.md
→ workbench/analysis/{source}-audit-report.md
→ workbench/analysis/{source}-refactor-plan.md
→ workbench/upgraded/{source}-upgraded.md
→ canonical directory
7. Rules
Do not treat analysis files as canonical artifacts.
Do not update Model Index from analysis alone unless the user confirms the extracted model status.
Do not overwrite analysis reports unless they are clearly superseded.
Prefer creating new versions when decisions change.
8. Versioning
For iterative analysis, use:
{name}-audit-report-v1.md
{name}-audit-report-v2.md
{name}-refactor-plan-v1.md
{name}-refactor-plan-v2.md
Or keep one current file and maintain a change log inside it.
9. Final Rule
This directory is the thinking bench.
It stores diagnosis, planning, and review before anything becomes canonical.