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GBOGEB/README.md

GBOGEB

Engineering systems, automation, traceability, reproducible analysis, and agent orchestration.

  • πŸ‘€ Interested in processes and people, engineering systems, and workflow design.
  • 🧭 Current focus: QPLANT/QPS engineering, governed automation, CI/quality evidence, document traceability, mathematical runtime, and federated agent workflows.
  • πŸ’žοΈ Open to collaboration on debugging, workflow pipelines, automation, and engineering tooling.
  • πŸ“« Reach me through GitHub.
  • πŸ˜„ Pronouns: he/him/his
  • ⚑ Outside the tooling: Rugby.

Launch-page rule: this profile repository is a navigation, producer-evidence, and lineage surface. It is not the engineering, TRIAGE, Mission Control, release, or portfolio-readiness SSOT.
authority_transfer=false Β· refreshed 2026-10-02

πŸš€ Start here

Repository Current role Primary use
cryoplant-project QPS / QPLANT engineering authority and governed release workbench OCD/ADR, controlled sources, requirements, interfaces, release contracts, QA/DoV and engineering disposition
ABACUS TRIAGE DOW analytical/runtime parent DMAIC/12-cluster analysis, DAB measurement, test/coverage/static-analysis burn-down, evidence and observability
CODEX TRIAGE KEB semantic/provenance parent and GitHub/publication automation Federation contracts, semantic provenance, governed workbenches, publication/Pages and automation
pipeline-automation-hub Mission Control, fleet/cohort orchestration and planning-data processing QPS TRIAGE orchestration, TOP7/TOP14/TOP21 control, recursive processing, schedule engine and cross-repo receipts
DOCX_RTM_Automation Document / RTM extraction, traceability and rendering Canonical extraction, manifests, QPS federation, RTM reconciliation and outward document generation
CODESPACES_jyperter Runtime, property-data, artifact-processing and notebook workbench Reproducible engineering calculations, artifact processing, Level-1 runtime, notebooks and execution tooling
gg_MATH Governed mathematical runtime and research provider PCA, uncertainty, Monte Carlo, ranking/statistics, temporal methods, visual evidence and releasable method surfaces
skills Canonical reusable skill definitions Shared math/plots and other governed reusable skill contracts

The repositories above are intentionally separate. Their root README/CURRENT/control files are the authoritative place to read current state. This profile page should not duplicate volatile percentages, SHAs, workflow counts, release gates, or readiness claims.

🧭 Where canonical control lives

The current cross-repository architecture has two different control planes that should not be conflated:

Concern Canonical owner / control surface Profile-repo role
QPS engineering TRIAGE disposition cryoplant-project child SSOT Navigation only
TRIAGE semantic/provenance governance CODEX KEB parent Navigation only
TRIAGE analytical/runtime processing ABACUS DOW parent Navigation only
Mission Control / fleet execution pipeline-automation-hub Navigation + producer/receiver lineage
TOP7 β†’ TOP14 β†’ TOP21 cohort model pipeline-automation-hub / mission-control Cohort participant only
Excel schedule engine implementation pipeline-automation-hub / excel_schedule_engine Thin canonical pointer; historical snapshot archived
Reusable skill SSOT skills Thin canonical pointer; historical snapshot archived
Mathematical runtime/provider gg_MATH Navigation / provider pointer

The QPS TRIAGE federation currently follows the child β†’ KEB β†’ DOW β†’ KEB β†’ child route. Parent repositories may append analysis or provenance receipts but do not replace child engineering authority.

This repository in the TOP cohort model

Mission Control currently lists GBOGEB/GBOGEB in TOP14_EXTENSION, with telemetry state NOT_YET_MEASURED. That is a fleet/cohort classification only: it does not make this profile repository a TOP14 authority, nor does it imply release or engineering readiness.

Canonical cohort and status sources:

πŸ”¬ QPLANT / QPS β€” current program shape

The earlier β€œQPLANT Digital Twin System” was useful as an umbrella description, but the implementation has since decomposed into explicit governed repositories:

  • Engineering baseline, OCD/ADR, requirements, interfaces and release: cryoplant-project
  • Document/RTM extraction, traceability and rendering: DOCX_RTM_Automation
  • Analysis, quality measurement and DOW runtime: ABACUS
  • Semantic/provenance KEB, GitHub automation and publication: CODEX
  • Mission Control, cohort orchestration and planning pipelines: pipeline-automation-hub
  • Runtime/property/notebook execution: CODESPACES_jyperter
  • Mathematical methods and uncertainty/runtime support: gg_MATH

Legacy Phase 1–3 crosswalk

Legacy phase Old profile state 2026 treatment
Phase 1 β€” Foundation & GitHub Integration βœ… Complete Historical milestone. Capability now lives across CODEX, ABACUS, CODESPACES_jyperter and repository-local GitHub/CI controls.
Phase 2 β€” Document Processing & Digital Twin βœ… Complete Historical milestone. Current document/RTM/engineering evidence work is split across DOCX_RTM_Automation, cryoplant-project and pipeline-automation-hub.
Phase 3 β€” AI Enhancement & Real-time Analytics πŸ”„ 35% Retired as a single percentage. AI/analytics work spans ABACUS, gg_MATH and project-specific QPS surfaces and is measured by repo-local executed evidence.

The old 35% Phase 3 value is not a current progress claim.

πŸ“… Excel Schedule Engine

The implementation and operational authority for the Excel scheduling lane live in pipeline-automation-hub / excel_schedule_engine.

This profile repository now retains only a thin canonical pointer at governance/GLOBAL_EXCEL_SCHEDULE_ENGINE_TOPOLOGY_v1.yaml. The former payload is preserved immutably under artifacts/governance-snapshots/ and implementation/status truth belongs to the owning repository. Generated schedule views remain derived evidence and do not transfer source authority.

πŸ—‚οΈ What stays here vs. what migrates

See the machine-readable portfolio authority map and governance directory guide.

The intended disposition is:

  • Keep here: PROJECT_* knowledge-map, conversation-corpus, source-class/block-graph and RUN-DELTA controls, proofs, scripts and tests. These are producer evidence created by this repository and are referenced by receiver handovers.
  • Pointerized bridge paths: GLOBAL_EXCEL_* and GLOBAL_MATH_PLOTS_* now remain as thin canonical pointers. Their pre-pointer payloads are archived under artifacts/governance-snapshots/; live implementation/control belongs to pipeline-automation-hub, skills and/or gg_MATH.
  • Do not move directly into cryoplant/CODEX/ABACUS TRIAGE: doing so would blur engineering, KEB and DOW authority boundaries.
  • Do not create local TOP7/TOP14/TOP21 folders: cohort assignment is external Mission Control state, not a profile-repository storage taxonomy.
  • Reference census complete: the exact governance paths are preserved for historical lineage; the full census is governance/BRIDGE_REFERENCE_CENSUS_20261002_v1.yaml. Destructive rename/delete remains forbidden.

πŸ§ͺ Local repository controls

This repository still has a small executable producer lane:

  • scripts/project_knowledge_mapper.py
  • scripts/project_run_delta.py
  • tests/test_project_knowledge_mapper.py
  • tests/test_project_run_delta.py
  • tests/test_profile_authority_guard.py
  • .github/workflows/project-knowledge-smoke.yml

These are profile-repository producer tools, not substitutes for Mission Control or QPS TRIAGE.

πŸ“š Historical material

Historical project documents remain under artifacts/ for provenance. β€œCurrent” wording inside old v1.0-era documents should be read in its historical context unless a newer control explicitly supersedes it.


Working principle: one logical fact, one authority, many deterministic views. Prefer executable proof, source lineage, hashes, explicit authority boundaries and current-main readback over static β€œcomplete / production-ready / x%” labels.

Pinned Loading

  1. ABACUS ABACUS Public

    CodeLLM and Deep Agent place to view and drop all files

    Python 1

  2. CODEX CODEX Public

    CODEX space for MCB (Blocks via MCP)

    Python 1

  3. anthropic anthropic Public

    1

  4. ARTSTYLE-WIP ARTSTYLE-WIP Public

    TEMP_exchange for agents, orchestrators, MCP container builders, AGENTIC behavoΓ§ur)

    1

  5. CODESPACES_jyperter CODESPACES_jyperter Public

    Jupyter Notebook 1

  6. DOCX_RTM_Automation DOCX_RTM_Automation Public

    Documents, CODE, piple, markdown for SoR, RTM,

    Python 1