AITEAI Transformation Engine

Framework architecture

Source File Catalog

A map of the private framework's markdown and YAML source architecture.

This catalog summarizes the private framework's file architecture in public-facing form. It does not include private initiative records, personal ownership details, employer-specific source references, or internal operational examples.

Executive

  • 00_EXECUTIVE/one_pager.md - concise leadership case
  • 00_EXECUTIVE/vision_narrative.md - narrative case for urgency
  • 00_EXECUTIVE/business_case.md - cost, benefit, and risk model
  • 00_EXECUTIVE/90_day_roadmap.md - example proof-phase operating plan
  • 00_EXECUTIVE/ask.md - example leadership decision model
  • 00_EXECUTIVE/deck_outline.md - presentation outline

Vision

  • 01_VISION/the_jarvis_era.md - mental model for always-available AI assistance
  • 01_VISION/analyst_role_evolution.md - role evolution framing
  • 01_VISION/org_architecture_before_after.md - operating model before and after AI adoption
  • 01_VISION/what_breaks_if_we_wait.md - urgency and risk framing

Literacy

  • 02_LITERACY/README.md - tiered learning overview
  • 02_LITERACY/tier1_curious/README.md - introductory learning path
  • 02_LITERACY/tier2_capable/README.md - daily-use learning path
  • 02_LITERACY/tier3_creator/README.md - creator learning path
  • 02_LITERACY/tier4_champion/README.md - champion path

Prompting

  • 03_PROMPTING/fundamentals.md - prompt fundamentals
  • 03_PROMPTING/anti_patterns.md - common prompt failure modes
  • 03_PROMPTING/annotated_examples/ - example prompt walkthroughs
  • 03_PROMPTING/by_role/ - role-oriented prompt examples

Agents

  • 04_AGENTS/README.md - assistant and agent design overview
  • 04_AGENTS/lifecycle.md - agent lifecycle
  • 04_AGENTS/evaluation_harness.md - evaluation approach
  • 04_AGENTS/promotion_checklist.md - readiness checklist
  • 04_AGENTS/reference_agents/ - reference-agent patterns

Playbooks

  • 05_PLAYBOOKS/analyst.md - analyst adoption path
  • 05_PLAYBOOKS/trainer.md - trainer adoption path
  • 05_PLAYBOOKS/manager.md - manager adoption path
  • 05_PLAYBOOKS/executive.md - executive adoption path

Skills

  • 06_SKILLS/README.md - reusable skill overview
  • 06_SKILLS/skill_workflow_analysis/ - workflow analysis skill
  • 06_SKILLS/skill_tip_sheet_generator/ - training content generation pattern
  • 06_SKILLS/skill_perfect_ticket/ - structured ticket drafting pattern
  • 06_SKILLS/_backlog/ - deferred skill ideas and test plans

Workflows

  • 07_WORKFLOWS/README.md - workflow blueprint overview
  • 07_WORKFLOWS/wf_workflow_optimization/ - workflow optimization pattern
  • 07_WORKFLOWS/wf_knowledge_capture/ - knowledge capture pattern
  • 07_WORKFLOWS/wf_ai_compliance_review/ - AI use-case review pattern
  • 07_WORKFLOWS/wf_ticket_triage/ - ticket triage pattern
  • 07_WORKFLOWS/wf_training_cycle/ - training cycle pattern
  • 07_WORKFLOWS/wf_build_review/ - deferred build-review pattern

Initiatives

  • 08_INITIATIVES/README.md - restricted initiative workspace concept
  • 08_INITIATIVES/_initiative_template/ - generic initiative template
  • Private initiative workspaces are excluded from the public version.

Governance

  • 09_GOVERNANCE/README.md - governance overview
  • 09_GOVERNANCE/decision_trees/ - data and use-case decision aids
  • 09_GOVERNANCE/policies/operating_rules/naming_conventions.md - naming conventions
  • 09_GOVERNANCE/policies/operating_rules/versioning_rules.md - versioning rules
  • 09_GOVERNANCE/policies/policies/policy_access_control.md - access-control template
  • 09_GOVERNANCE/policies/policies/policy_data_classification.md - data-classification template
  • 09_GOVERNANCE/redaction_walkthroughs/ - redaction examples

Intelligence

  • 10_INTEL/README.md - research and lessons-learned area
  • 10_INTEL/best_practices/ - best-practice summaries
  • 10_INTEL/workflow_patterns/ - recurring workflow observations
  • 10_INTEL/regulatory_pulse/ - educational regulatory monitoring summaries
  • 10_INTEL/post_mortems/ - post-mortem templates
  • 10_INTEL/llm_landscape/ - model and provider landscape notes

Adoption

  • 11_ADOPTION/comms_plan.md - communication plan
  • 11_ADOPTION/community_of_practice.md - community model
  • 11_ADOPTION/kpi_framework.md - KPI framework
  • 11_ADOPTION/objection_handling.md - objection-handling guide

Registry

  • _REGISTRY/README.md - registry purpose
  • _REGISTRY/search_index.md - searchable asset index
  • _REGISTRY/skills_catalog.yaml - skills catalog
  • _REGISTRY/workflows_catalog.yaml - workflows catalog
  • _REGISTRY/dependency_graph.yaml - dependency map

Runtime

  • _RUNTIME/README.md - runtime guidance
  • _RUNTIME/secrets_guidance.md - secrets-handling guidance

System

  • _SYSTEM/CHANGELOG.md - internal changelog
  • _SYSTEM/CONTRIBUTING.md - contribution rules
  • _SYSTEM/registry/ - generated registry copies
  • _SYSTEM/runtime/ - runtime support guidance
  • _SYSTEM/templates/ - canonical templates

Templates

  • _TEMPLATES/README.md - template overview
  • _TEMPLATES/tmpl_decision_log.md - decision log template
  • _TEMPLATES/tmpl_initiative_charter.md - initiative charter template
  • _TEMPLATES/tmpl_kpi_sheet.md - KPI sheet template
  • _TEMPLATES/tmpl_redaction_checklist.md - redaction checklist template
  • _TEMPLATES/tmpl_risk_register.md - risk register template
  • _TEMPLATES/tmpl_skill_spec.yaml - skill spec template
  • _TEMPLATES/tmpl_test_plan.md - test plan template
  • _TEMPLATES/tmpl_workflow_blueprint.md - workflow blueprint template

Duplicated Working Areas

  • KNOWLEDGE_CORE/ - curated knowledge summaries
  • SKILL_VAULT/ - expanded skill library
  • WORKFLOW_ENGINE/ - expanded workflow library
  • PROJECT_REGISTRY/ - initiative registry pattern; private initiative records excluded from public use

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