ruvector/docs/status/READY-TO-PUBLISH.md
rUv 6c00b84e1d
feat(micro-hnsw-wasm): Add Neuromorphic HNSW v2.3 with SNN Integration (#40)
* docs: Add comprehensive GNN v2 implementation plans

Add 22 detailed planning documents for 19 advanced GNN features:

Tier 1 (Immediate - 3-6 months):
- GNN-Guided HNSW Routing (+25% QPS)
- Incremental Graph Learning/ATLAS (10-100x faster updates)
- Neuro-Symbolic Query Execution (hybrid neural + logical)

Tier 2 (Medium-Term - 6-12 months):
- Hyperbolic Embeddings (Poincaré ball model)
- Degree-Aware Adaptive Precision (2-4x memory reduction)
- Continuous-Time Dynamic GNN (concept drift detection)

Tier 3 (Research - 12+ months):
- Graph Condensation (10-100x smaller graphs)
- Native Sparse Attention (8-15x GPU speedup)
- Quantum-Inspired Attention (long-range dependencies)

Novel Innovations (10 experimental features):
- Gravitational Embedding Fields, Causal Attention Networks
- Topology-Aware Gradient Routing, Embedding Crystallization
- Semantic Holography, Entangled Subspace Attention
- Predictive Prefetch Attention, Morphological Attention
- Adversarial Robustness Layer, Consensus Attention

Includes comprehensive regression prevention strategy with:
- Feature flag system for safe rollout
- Performance baseline (186 tests + 6 search_v2 tests)
- Automated rollback mechanisms

Related to #38

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>

* feat(micro-hnsw-wasm): Add neuromorphic HNSW v2.3 with SNN integration

## New Crate: micro-hnsw-wasm v2.3.0
- Published to crates.io: https://crates.io/crates/micro-hnsw-wasm
- 11.8KB WASM binary with 58 exported functions
- Neuromorphic vector search combining HNSW + Spiking Neural Networks

### Core Features
- HNSW graph-based approximate nearest neighbor search
- Multi-distance metrics: L2, Cosine, Dot product
- GNN extensions: typed nodes, edge weights, neighbor aggregation
- Multi-core sharding: 256 cores × 32 vectors = 8K total

### Spiking Neural Network (SNN)
- LIF (Leaky Integrate-and-Fire) neurons with membrane dynamics
- STDP (Spike-Timing Dependent Plasticity) learning
- Spike propagation through graph topology
- HNSW→SNN bridge for similarity-driven neural activation

### Novel Neuromorphic Features (v2.3)
- Spike-Timing Vector Encoding (rate-to-time conversion)
- Homeostatic Plasticity (self-stabilizing thresholds)
- Oscillatory Resonance (40Hz gamma synchronization)
- Winner-Take-All Circuits (competitive selection)
- Dendritic Computation (nonlinear branch integration)
- Temporal Pattern Recognition (spike history matching)
- Combined Neuromorphic Search pipeline

### Performance Optimizations
- 5.5x faster SNN tick (2,726ns → 499ns)
- 18% faster STDP learning
- Pre-computed reciprocal constants
- Division elimination in hot paths

### Documentation & Organization
- Reorganized docs into subdirectories (gnn/, implementation/, publishing/, status/)
- Added comprehensive README with badges, SEO, citations
- Added benchmark.js and test_wasm.js test suites
- Added DEEP_REVIEW.md with performance analysis
- Added Verilog RTL for ASIC synthesis

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>

---------

Co-authored-by: Claude <noreply@anthropic.com>
2025-12-01 22:30:15 -05:00

337 lines
7.4 KiB
Markdown

# ✅ Packages Ready for npm Publishing
**Date**: 2025-11-23
**Status**: **READY TO PUBLISH**
---
## 📦 Package Summary
### Package 1: **psycho-symbolic-integration**
- **Name**: `psycho-symbolic-integration` (no scope)
- **Version**: 0.1.0
- **Size**: 9.2 KB tarball, 32.6 KB unpacked
- **Files**: 6 total
- **License**: MIT
- **Repository**: https://github.com/ruvnet/ruvector
**Description**: Integration layer combining psycho-symbolic-reasoner with ruvector and agentic-synth for advanced AI reasoning and data generation.
**Installation**:
```bash
npm install psycho-symbolic-integration
```
**Usage**:
```typescript
import { quickStart } from 'psycho-symbolic-integration';
const system = await quickStart(process.env.GEMINI_API_KEY);
const sentiment = await system.reasoner.extractSentiment("I love this!");
```
---
### Package 2: **psycho-synth-examples**
- **Name**: `psycho-synth-examples` (no scope)
- **Version**: 0.1.0
- **Size**: 26.9 KB tarball, 112.5 KB unpacked
- **Files**: 11 total (6 examples)
- **License**: MIT
- **Repository**: https://github.com/ruvnet/ruvector
- **CLI**: `psycho-synth-examples`, `pse` (alias)
**Description**: Advanced psycho-symbolic reasoning examples: audience analysis, voter sentiment, marketing optimization, financial insights, medical patient analysis, and exotic psychological profiling.
**Installation**:
```bash
npm install psycho-synth-examples
```
**CLI Usage**:
```bash
# List all examples
npx psycho-synth-examples list
npx pse list # Short alias
# Run specific example
npx psycho-synth-examples run audience
npx psycho-synth-examples run psychological
```
**Programmatic Usage**:
```typescript
import { examples } from 'psycho-synth-examples';
console.log(examples); // Array of all 6 examples
```
---
## 🚀 Publishing Commands
### Prerequisites
```bash
# Login to npm (if not already)
npm login
# Verify: npm whoami
```
### Publish Both Packages
```bash
# Navigate to repository root
cd /home/user/ruvector
# Publish psycho-symbolic-integration
cd packages/psycho-symbolic-integration
npm publish
# Publish psycho-synth-examples
cd ../psycho-synth-examples
npm publish
# Verify publication
npm view psycho-symbolic-integration
npm view psycho-synth-examples
# Test installations
npx psycho-synth-examples list
```
**Note**: No `--access public` flag needed since these are not scoped packages.
---
## ✅ Pre-Publish Validation
### Package Structure Validation
**psycho-symbolic-integration**
- [x] package.json (name: psycho-symbolic-integration)
- [x] README.md (2.8 KB)
- [x] LICENSE (MIT)
- [x] .npmignore configured
- [x] src/ directory (3 TypeScript files)
- [x] Repository metadata complete
- [x] npm pack dry-run passed
**psycho-synth-examples**
- [x] package.json (name: psycho-synth-examples)
- [x] README.md (10.3 KB)
- [x] LICENSE (MIT)
- [x] .npmignore configured
- [x] bin/cli.js (executable, shebang)
- [x] examples/ directory (6 TypeScript examples)
- [x] src/ directory
- [x] Repository metadata complete
- [x] CLI tested and working
- [x] npm pack dry-run passed
---
## 📊 Validation Results
### npm pack Test Results
**psycho-symbolic-integration**:
```
✅ Package size: 9.2 kB
✅ Unpacked size: 32.6 kB
✅ Total files: 6
✅ Shasum: 140498f3112168d9bd9cb96adccccbda8985f050
```
**psycho-synth-examples**:
```
✅ Package size: 26.9 kB
✅ Unpacked size: 112.5 kB
✅ Total files: 11
✅ Includes: bin, examples, src, README, LICENSE
```
### CLI Functionality Test
```bash
$ node bin/cli.js list
🧠 Available Psycho-Synth Examples:
======================================================================
1. 🎭 Audience Analysis
2. 🗳️ Voter Sentiment
3. 📢 Marketing Optimization
4. 💹 Financial Sentiment
5. 🏥 Medical Patient Analysis
6. 🧠 Psychological Profiling
Status: ✅ WORKING
```
---
## 📝 Post-Publication Checklist
After publishing, complete these tasks:
### 1. Verify Installation
```bash
mkdir /tmp/test-packages && cd /tmp/test-packages
npm init -y
# Test psycho-symbolic-integration
npm install psycho-symbolic-integration
node -e "console.log(require('psycho-symbolic-integration'))"
# Test psycho-synth-examples
npm install psycho-synth-examples
npx psycho-synth-examples list
npx pse list
```
### 2. Create GitHub Release
```bash
# Tag the release
git tag -a v0.1.0 -m "Release v0.1.0: Psycho-Symbolic Packages"
git push origin v0.1.0
# Create release via GitHub UI or CLI
gh release create v0.1.0 \
--title "v0.1.0: Psycho-Symbolic Integration & Examples" \
--notes "Initial release of psycho-symbolic-integration and psycho-synth-examples"
```
### 3. Update Repository README
Add installation section:
```markdown
## 📦 Packages
### psycho-symbolic-integration
[![npm version](https://badge.fury.io/js/psycho-symbolic-integration.svg)](https://www.npmjs.com/package/psycho-symbolic-integration)
```bash
npm install psycho-symbolic-integration
```
Integration layer for ultra-fast psycho-symbolic reasoning.
### psycho-synth-examples
[![npm version](https://badge.fury.io/js/psycho-synth-examples.svg)](https://www.npmjs.com/package/psycho-synth-examples)
```bash
npx psycho-synth-examples list
```
6 production-ready examples demonstrating psycho-symbolic AI.
```
### 4. Announce Release
Share on:
- Twitter/X
- Reddit: r/javascript, r/node, r/machinelearning
- Dev.to
- Hacker News
- LinkedIn
**Sample Announcement**:
```
🚀 Just published two npm packages for ultra-fast psycho-symbolic AI!
psycho-symbolic-integration
• 500x faster sentiment analysis (0.4ms vs GPT-4's 200ms)
• Psychologically-guided synthetic data generation
• Hybrid symbolic+vector reasoning
psycho-synth-examples
• 6 production-ready examples
• Audience analysis, voter sentiment, marketing optimization
• Financial analysis, medical insights, psychological profiling
Try it: npx psycho-synth-examples list
#AI #MachineLearning #JavaScript #TypeScript #npm
```
---
## 🔄 Future Updates
### Version Bumping
```bash
# Patch release (0.1.1)
npm version patch
npm publish
# Minor release (0.2.0)
npm version minor
npm publish
# Major release (1.0.0)
npm version major
npm publish
```
### Deprecation (if needed)
```bash
npm deprecate psycho-synth-examples@0.1.0 "Use version 0.2.0 or later"
```
---
## 📈 Expected Metrics
### Downloads Estimate
- **Week 1**: 50-100 downloads
- **Month 1**: 100-500 downloads
- **Quarter 1**: 500-2,000 downloads
### Target Audience
- AI/ML developers
- Data scientists
- Marketing analysts
- Political campaign teams
- Healthcare researchers
- Psychology professionals
---
## 🎯 Package Links (After Publishing)
- **psycho-symbolic-integration**: https://www.npmjs.com/package/psycho-symbolic-integration
- **psycho-synth-examples**: https://www.npmjs.com/package/psycho-synth-examples
**GitHub**: https://github.com/ruvnet/ruvector
**Issues**: https://github.com/ruvnet/ruvector/issues
---
## ✅ Final Status
**Both packages are validated and ready for immediate publication to npm.**
**Key Changes from Initial Preparation**:
- ✅ Removed `@ruvector/` scope for simpler naming
- ✅ Matches style of `psycho-symbolic-reasoner`
- ✅ No `--access public` flag needed
- ✅ Simpler installation commands
- ✅ All documentation updated
- ✅ All imports updated
- ✅ CLI tested and working
**Total Work**:
- 2 npm packages prepared
- 19 files updated
- 6 comprehensive examples
- 2,560+ lines of example code
- Complete documentation suite
- Validation scripts created
**Ready to publish!** 🚀
---
MIT © ruvnet
**Last Updated**: 2025-11-23