CASAN/00_SUBMISSION_PACKAGE/docs/05_ai_optimized_structure.md

AI-Optimized Structure

Why Optimize

The project now contains source files, policy files, generated evidence, dashboards, and reports. For humans and AI reviewers, the risk is context overload. The optimized structure should separate:

• Entry points
• Runtime harness
• Evidence
• Presentation materials
• Generated logs

Recommended Top-Level Structure

Output_CASAN5_REFINED/
├── README_CASAN4_DELIVERABLE.md
├── AINative_OKR_CASAN5.zip
├── AINative_OKR_CASAN5/
│   ├── .claude/
│   ├── .github/
│   ├── .specify/
│   │   ├── scripts/bash/          # executable harness controls
│   │   ├── security/              # H4 policies
│   │   ├── governance/            # H5 policies
│   │   ├── agentops/              # H6 policies
│   │   ├── level5/                # Level 5 configs
│   │   └── tests/                 # verification suite
│   └── docs/output/casan/         # reports and evidence
└── 00_SUBMISSION_PACKAGE/
    ├── README.md
    ├── docs/
    ├── presentation/
    ├── video/
    ├── evidence/
    └── ai_context/

AI Reading Order

1. 00_SUBMISSION_PACKAGE/README.md
2. 00_SUBMISSION_PACKAGE/ai_context/AI_README.md
3. AINative_OKR_CASAN5/docs/output/casan/before-after-scorecard.md
4. AINative_OKR_CASAN5/docs/output/casan/evidence/harness-test-report.md
5. AINative_OKR_CASAN5/.claude/agents/protocols/casan-harness-protocol.md
6. AINative_OKR_CASAN5/.specify/tests/run-casan4-harness-tests.sh

Markdown Optimization Rules

• Keep one claim per section.
• Link each claim to one evidence path.
• Separate Level 4 achieved from Level 5 demonstrated.
• Put commands in fenced code blocks.
• Keep Q&A concise and adversarial.
• Avoid long raw logs in narrative files; link to logs instead.