ABACUS

Recursive Self-Improving Multi-Agent System for Cryogenic Engineering Analysis

558Commits Analyzed
12Agent Clusters
92.5Quality Score
1,327DOW References
41Doc Artifacts

🎯 Total Project Progress

From audit baseline (v2.1) to consolidated production release (v4.4.0)

95% Complete
95%Completion
92.5Quality Score
558Commits
50Workflows
12+PRs Merged
v4.4.0Current Release

πŸ“Š Read full Total Progress Summary β†’

πŸ“‚ Topic Dashboards

🧊 Cryogenic Analysis

Interactive cryo dashboard with helium system analysis, heat load calculations, and cooldown simulations.

Live

Open Dashboard β†’

πŸ—οΈ 12-Cluster Architecture

Visual navigator for the 12 functional agent clusters spanning Analysis, Documentation, Recursive, and Knowledge tiers.

Live

Explore Clusters β†’

πŸ”’ DOW Governance

Design-of-Work governance framework: compliance workflows, tool interconnections, and best practices.

Live

View Governance β†’

πŸ§ͺ Integration Testing

Deep integration test results, coverage reports, and continuous testing status for the ABACUS pipeline.

Live

Test Results β†’

πŸ› οΈ Engineering Tools

Full catalog of engineering tools with quick-launch buttons, dependency maps, and usage examples.

Live

Browse Tools β†’

πŸ“ Version Lineage

Interactive version timeline from v0.31 through v3.3 with migration guides and feature comparisons.

Live

View Lineage β†’

πŸ“– Handover Book

Complete 12-chapter handover documentation covering architecture, execution, quality, and deployment.

Live

Read Book β†’

πŸ“Š Deep Analysis Dashboard

Comprehensive analysis dashboard with metrics, workflow status, SSOT artifacts, and recovery reports.

Live

Open Dashboard β†’

βš™οΈ MYRRHA WCS Handover

Engineering handover bundle for the MYRRHA Warm Compressor Station: 45+ cross-linked HTML views, QA checklists, slides, thermo analysis, and vendor comparison.

Live

Open Handover β†’

🏭 QPLANT Monitoring

QPLANT v4.0.0 production monitoring dashboard with live-style KPIs, subsystem health, and alert status for the cryoplant.

Live

Open Monitor β†’

πŸ“œ QPLANT Canonical Docs

QPS Contract Baseline (137 pages, 1471 requirements), Master Input document, and engineering slices: heat loads, flows, equations, scenarios.

Live

Contract Baseline β†’  Master Input β†’

🚦 Runtime Foundation

W007 runtime portal with SSOT dashboard links, RTM traceability, artifact manifest validation, release automation, and visualization governance.

Operational

Open Runtime β†’

🧰 DMAIC Methodology & Reusable Toolkit

The complete repo cleanup playbook applied to ABACUS, packaged as reusable templates and automation scripts for any repository. Apply the same Define β†’ Measure β†’ Analyze β†’ Improve β†’ Control framework to your sister repos.

D Β· Define

πŸ“˜ DMAIC Methodology

Complete 6-phase playbook (Phase 0 + DMAIC) with entry criteria, exit criteria, deliverables, and quality gates for repo cleanup.

Read Methodology β†’
M Β· Measure

⏱️ Quick Start Guide

Day-by-day execution plan: 3-week sprint roadmap with concrete commands, exact files to create, and daily checklists.

Open Quick Start β†’
A Β· Analyze

🐍 Analysis Toolkit

5 Python scripts that automate audit, classification, lineage generation, dashboard creation, and validation scoring.

Browse Toolkit β†’
I Β· Improve

πŸ“‹ Phase Templates

11 ready-to-use markdown templates covering charters, baselines, classifications, decisions, and runbooks for every DMAIC phase.

View Templates β†’
C Β· Control

πŸ“Š Health Scorecard

100-point rubric (Documentation 25 + Organization 25 + Automation 25 + Governance 25) with target thresholds and validation rules.

View Scorecard β†’
Example

🎬 Example Walkthrough

End-to-end dry-run on the fictional Legacy-Dashboard-Project: 38 β†’ 91 score in 3 weeks, with concrete actions, commands, and outputs.

Read Walkthrough β†’
Visualization

🌳 Repository Structure

Interactive color-coded ASCII tree showing entry points, data flow, governance docs, and the 12-cluster architecture map.

Open Structure β†’
Summary

πŸ† Total Progress

Full project summary: phase-by-phase work breakdown, weighted scoring, before/after metrics, and final 92.5/100 quality assessment.

Read Summary β†’

πŸ“¦ Apply This Methodology to Your Repo

The toolkit and playbook are repo-agnostic. Use them to bring any of your sister repositories to ABACUS-level quality in 2–3 weeks.

1Clone the toolkit

Copy repo_analysis_toolkit/ into your repo (or clone ABACUS and copy out).

2Install dependencies

pip install -r repo_analysis_toolkit/requirements.txt

3Run baseline audit

python repo_analysis_toolkit/analyze_repo.py --repo . β†’ produces baseline.json

4Classify artifacts

python repo_analysis_toolkit/classify_artifacts.py --repo . β†’ labels Active / Archived / Stale / Redundant / Corrupted

5Follow Quick Start

Open REPO_CLEANUP_QUICK_START.md and execute the 3-week plan day-by-day.

6Validate & iterate

python repo_analysis_toolkit/validate_cleanup.py --repo . β†’ target β‰₯75/100 for exit

πŸš€ Start the 3-Week Plan πŸ“˜ Read Full Methodology 🎬 See Example Run

⚑ System Status

ComponentStatusVersionDetails
DMAIC V3 EngineActivev3.39-phase pipeline with convergence detection
12-Cluster OrchestratorActivev3.0All 12 clusters mapped and documented
DOW GovernanceActivev2.31,327 governance references
KEB ExecutionTimeout Fixv2.3Timeout handling improved
GBOGEB ObservabilityTimeout Fixv2.3Graceful timeout handling added
Cryo DashboardActivev0.3.0GitHub Pages ready
GitHub PagesReadyβ€”Enable in repo Settings β†’ Pages β†’ /docs on main

πŸ“’ Recent Updates