AI-SLOP-Detector
A long-running code review and anti-slop inspection system designed to surface low-integrity patterns before they harden into production debt.
flamehaven01/AI-SLOP-Detector
Curated proof of work: repositories, case notes, and technical artifacts built inside Flamehaven across governance, verification, BioAI, and production engineering.
This page is the proof layer. Projects maps the territory and core system tracks. Selected Work shows the concrete artifacts, repositories, and case notes that demonstrate how those tracks become actual systems.
public repo snapshot synced Mar 13, 2026
A long-running code review and anti-slop inspection system designed to surface low-integrity patterns before they harden into production debt.
flamehaven01/AI-SLOP-Detector
A research-side validation engine for structured hypothesis extraction, experimental framing, and multi-step reasoning review.
A governance-aware orchestration framework for AI systems that need structured reasoning, explicit controls, and traceable decision paths.
Open-source semantic document search (RAG) engine with FastAPI and instant self-hosted deployment
flamehaven01/Flamehaven-Filesearch
Filter the repository catalog by visibility and type. Public repos open directly. Private or internal work should route through contact.
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Private and internal work is listed selectively. Full repository access is handled case by case via the contact page.
Code-level internationalization: structure-aware linter + AI translation for docs and comments
A Sovereign AI Blueprint for Structural Biology. Lightweight architecture implementing Digital Empathy, Risk Governance, and Scientific Validation pipeli
Fail-closed governance engine for healthcare AI systems, ensuring deterministic boundaries around probabilistic models.
CLI pipeline that converts codebases into structured markdown context for AI-assisted engineering, review, and documentation workflows.
Open-source re-implementation of DeepMind's unstable singularity detection methods using PINNs for blow-up solutions in fluid dynamics
ProofCore is a browser-native, 100% offline-first, hybrid mathematical proof verification engine. It combines rigorous symbolic math with semantic understanding to reliably verify mathematical proofs, offering zero ex...
Universal Data Governance Engine ∴ Enforcing structural covenants and detecting drift (MMD) for PyTorch & NumPy pipelines.
The fastest Python-first CLI screen recorder ∴ Instant screenshots (@sc) and lightweight GIF recording (@sv) for developer automation. No GUI, just speed.
Autonomous CI/CD recovery tool powered by GitHub Copilot CLI. Analyzes failures with multi-hypothesis reasoning, generates risk-stratified patches (Conservative/Balanced/Aggressive), and auto-applies fixes with full t...
Sovereign Flow Guardian is a internal Flamehaven repository.
Kairos-Compressor is a private Flamehaven repository.
fhval is a private Flamehaven repository.
SIDRCE LEDGER ENDPOINT, SIDRCE LEDGER BUCKET, IPFS API TOKEN.
AI-oriented operational README for the executable Contextual Resonance Enforcement Protocol.
Flamehaven-Supreme-Nexus-Pipeline is a private Flamehaven repository.
Meta-Pytest is a revolutionary meta-cognitive testing framework that breathes alongside DFI-META. While DFI-META evolves your code, Meta-Pytest evolves your tests.
Meta-Pytest is a revolutionary meta-cognitive testing framework that breathes alongside DFI-META. While DFI-META evolves your code, Meta-Pytest evolves your tests.
System parameters are managed via simulation spec.yaml or environment variables.
Flamehaven-LOGOS is the Cognitive Core of the Sanctum. It orchestrates high-dimensional reasoning across multiple engines, ensuring logical consistency, causal validity, and ethical alignment.
A comprehensive biomedical paper harvesting and analysis pipeline with PRE v3.0 Autonomous Evolution technologies.
Sovereign-grade neural payload encryption and spatial distribution system. Seals AI intelligence (logic + weights) into encrypted 3D voxel artifacts, queryable by spatial coordinates with cryptographic access control.
Open Source: https://github.com/flamehaven01/Flamehaven-Tensor-Canon
Hybrid Reasoning Policy Optimization (HRPO): a research prototype for hybrid latent reasoning with RL.
A deterministic semantic reasoning framework that integrates multi-lane state representation, resonance-based convergence, and dual-gate collapse validation.
Complete AI Orchestration Engine with Consortium-Grade Reasoning, Production Infrastructure, and Adaptive Intelligence
"Intelligence needs a Conscience. RExSyn provides the Spark; LawBinder provides the Geometry."
Meta-cognitive evolution toolkit extracted from RExSyn-Nexus. Provides dfi-meta command wrapping the AI-driven evolution engine, configuration, and sample outputs.
A comprehensive system architecture framework implementing executable capsules, property-based contracts, FinOps gates, and full observability.
The Flamehaven Security System (FSS) is a Real-Time, Self-Validating Defense Framework designed to protect Sovereign AI Agents from Prompt Injection, Supply Chain Attacks, and Architectural Drift.
Sovereign AI Compiler with LOGOS Multi-Engine Reasoning Constitutional AI that thinks before it speaks.
Resonant Structures of Meaning (RSM): A machine-executable ontology for symbolic and interpretive AI that bridges cultural meaning and computational reproducibility
A Python toolkit to optimize LLM context by intelligently selecting, re-ranking, and managing text chunks to fit a model's budget while maximizing relevance.
Research-side CYP3A4 interaction prediction system for pharmacology education, exploratory screening, and BioAI workflow design.
ASDP Crimson Seal implements the Helix Split-Key Protocol for physical separation of cryptographic keys using T3τ-PPM (Tri-state Pulse Position Modulation) architecture. It enforces Two-Man Rule for tier-0 security sc...
The Flamehaven PyTorch Engine is a sovereign runtime environment designed for high-stakes AI workloads. With the v0.2.0-omega update, it has evolved into a Living Entity capable of self-diagnosis, adaptive data fusion...
Internal conversational AI system with semantic validation, persona routing, and long-memory snippet retrieval for structured assistant behavior.
ALECTA (AI-powered Layered Enhanced Content Trust Analysis) is a comprehensive SaaS platform for intelligent news analysis featuring:
Helios AGI is the world's first self-evolving AI operations platform that integrates:
Flamehaven Edu v1.2 is a internal Flamehaven repository.
Claude Code superpowers: core skills library to Flamehaven SKills
Provide a lightweight safety & reliability shell around MoE / multi-agent pipelines without touching core model code
Jet-Quantum-Spacetime-Simulator is a private Flamehaven repository.
A set of CLI and workflow utilities built to reduce drift, preserve context, and make technical review more rigorous across AI-heavy development.
Advanced simulation environment dedicated to the exploration of evolutionary algorithms, large-scale universe modeling, and sovereign agent interactions. It serves as the "Crucible" for testing hypotheses within the F...
flamehaven-federation is a internal Flamehaven repository.
CCGE is a standalone, fail-closed clinical safety and governance layer for medical AI pipelines.
Status: official concept name Origin proof point: flood-ready-yala Current maturity: validated prototype - platform thesis candidate
Offline-first disaster response PWA with on-device AI (GIGA-119 / Qwen2.5 via WebGPU) for Yala Province, Thailand
Pure Python CLI optimization framework focused on token reduction, speed, and context handling. Lightweight by default; experimental paths are opt-in.
"Code without context is just text. Context without integrity is just noise. PYRHELIX binds them cryptographically."
A Python-based tool for analyzing codebases against architectural principles using pattern matching and LLM-assisted reasoning. Early stage research implementation.
Educational API for semiconductor exciton physics in dark matter detection. Learn Wannier model for binding energies & Bohr radii. FastAPI + SQLModel, 44 tests, S-grade quality. Free version - upgrade to DMCA Professi...
FGC is an experimental architecture for running LLM tasks through a controlled pipeline. It is best understood as a "governance wrapper" around AI usage, not as a standalone AI model.
"Code without context is noise. Dir2md turns your repository into a compressed, AI-optimized blueprint."
CRoM (Context Rot Mitigation)-EfficientLLM is a Python toolkit designed to optimize the context provided to Large Language Models (LLMs). It provides a suite of tools to intelligently select, re-rank, and manage text...
This project provides a Python-based framework for simulating, detecting, and analyzing Ontological Drift in Artificial General Intelligence (AGI) systems. It is based on the concepts outlined in the research paper "D...
DMCA is a comprehensive research platform for dark matter detection experiments that combines:
A composable architecture for building sovereign AI-powered vertical SaaS applications with progressive disclosure, token efficiency, and blockchain-auditable quality gates.
VERA Engine: Verifiable, Executable Research Artifact Engine. Making scientific reprehensibility the default by moving from "Trust Me" to "Verify This."