How ninja-ops-guy/adversarial-clothing-pipeline works
RAC is a research and production platform for designing adversarial textiles and testing whether digital results survive controlled physical trials. Its documented workflow moves from pattern exploration through surrogate screening, simulation and digital evaluation, fail-closed evidence gates, vendor-bound production, and matched physical testing; measured evidence can then inform certification. The browser platform is the operator control plane, with named jobs dispatched to a loopback-only runtime. README documentation supports the overall stages; sampled source confirms runtime dispatch and selected validation/binding behavior, but not every subsystem’s internal wiring.
Main entry points: p1_production_release.py Production Release · physical.py Physical Analysis · evidence.py Evidence And Provenance · p1_session_binding.py P1 Session Binding
Components 21
Operator Control
- Research Console
research_console/console.js - Local Runtime
ruthless_pipeline/platform_runtime.py
Design And Research
- Pattern Lab
ruthless_pipeline/patterns - Pattern Genome
ruthless_pipeline/pattern_genome - Surrogate Optimizer
ruthless_pipeline/optimization - Deformation And EOT
ruthless_pipeline/deformation.py - Physics Simulation
ruthless_pipeline/physics.py - Evaluator Adapters
ruthless_pipeline/evaluators.py - Digital Evaluation
ruthless_pipeline/ctm
Certification And Evidence
- Frozen Contracts
ruthless_pipeline/ctm/contracts.py - Promotion Gates
ruthless_pipeline/governance - Certification
ruthless_pipeline/certification - Evidence And Provenance
ruthless_pipeline/certification/evidence.py
Production And Trials
- Production Release
tools/p1_production_release.py - Frozen Trial Authority
rac_prc/authority.py - Capture Lab
capture-lab.js - P1 Session Binding
ruthless_pipeline/certification/p1_session_binding.py - Physical Analysis
ruthless_pipeline/certification/physical.py - Manufacturing Evidence
ruthless_pipeline/certification/manufacturing.py
Other components
- Operator
- Printful
Connections 22
- Operator → Research Console: operates
- Research Console → Local Runtime: submits named jobs
- Local Runtime → Pattern Lab: dispatches research
- Pattern Lab → Pattern Genome: encodes patterns
- Pattern Genome → Surrogate Optimizer: supplies candidates
- Surrogate Optimizer → Deformation And EOT: screens candidates
- Deformation And EOT → Physics Simulation: models deformation
- Physics Simulation → Evaluator Adapters: renders simulations
- Evaluator Adapters → Digital Evaluation: evaluates outputs
- Digital Evaluation → Frozen Contracts: checks claims against
- Frozen Contracts → Promotion Gates: constrains promotion
- Promotion Gates → Certification: gates evidence
- Certification → Evidence And Provenance: records evidence
- Evidence And Provenance → Production Release: supports release review
- Production Release → Printful: validates vendor inputs
- Production Release → Frozen Trial Authority: prepares trial lineage
- Operator → Capture Lab: records physical trials
- Frozen Trial Authority → P1 Session Binding: binds frozen trials
- Capture Lab → P1 Session Binding: provides session data
- P1 Session Binding → Physical Analysis: validates trial scope
- Physical Analysis → Manufacturing Evidence: produces trial findings
- Physical Analysis → Evidence And Provenance: returns measured evidence