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14 Workflow Map

Use this page when you know what you want to do but not which document to open first.

flowchart TD
    A["What do you want to change?"] --> B["Add or refine personal knowledge"]
    A --> C["Ingest new source documents"]
    A --> D["Tune model behavior"]
    A --> E["Run or review training"]
    A --> F["Evaluate quality"]

    B --> B1["Write persona"]
    B --> B2["Write domain knowledge"]
    B --> B3["Snapshot knowledge state"]

    B1 --> G["knowledge/persona.md"]
    B2 --> H["knowledge/domains/"]
    B3 --> I["knowledge/snapshots/README.md"]

    C --> J["docs/02_data_ingestion.md"]
    C --> K["docs/13_data_quality.md"]

    D --> L["docs/09_guardrails.md"]
    D --> M["docs/12_guardrail_boundary_cases.md"]

    E --> N["docs/03_training.md"]
    E --> O["docs/10_dataset_design_examples.md"]

    F --> P["docs/07_evaluation.md"]
    F --> Q["evaluation/cases/core_eval_cases.jsonl"]

I want to...

Goal Start here Then go here
Add my own opinions and defaults docs/11_personal_knowledge.md knowledge/persona.md
Ingest local, NFS, email, or Linkwarden data docs/02_data_ingestion.md docs/13_data_quality.md
Build better SFT examples docs/10_dataset_design_examples.md data/training/examples/README.md
Make the model more or less restrictive docs/09_guardrails.md docs/12_guardrail_boundary_cases.md
Compare guarded versus original-model behavior docs/09_guardrails.md docs/07_evaluation.md
Run a first local LoRA job docs/03_training.md docs/10_dataset_design_examples.md
Review whether the model is actually good docs/07_evaluation.md evaluation/cases/README.md
  1. read docs/00_stack_primer.md
  2. complete docs/01_installation.md
  3. write knowledge/persona.md
  4. fill in two or three files listed in knowledge/domains/README.md
  5. ingest your first sources
  6. create a small curated dataset
  7. run evaluation before and after LoRA training