docs: comprehensive social media and HF Space maintenance guide
Created detailed documentation for future Claude Code instances to maintain:
- Reddit presence (u/tractatus-framework, r/AI_Agents engagement)
- Facebook presence (Agentic Governance NZ page)
- Hugging Face Space (audit-log-viewer deployment)
- Deep Interlock coordination tracking implementation
New files:
- docs/outreach/SOCIAL-MEDIA-AND-HF-MAINTENANCE.md (full guide)
- docs/outreach/QUICK-REFERENCE-SOCIAL-MEDIA.md (quick commands)
- docs/outreach/HUGGINGFACE-PRESENCE-PLAN.md (initial setup plan)
- scripts/export-hf-audit-data.js (HF data export script)
- public/images/tractatus-reddit-avatar*.png (Reddit branding)
Key features documented:
- Weekly HF Space update procedure
- Daily Reddit engagement strategy
- Coordination tracking troubleshooting
- Performance metrics and goals
- Complete troubleshooting guide
All procedures include copy-paste commands for easy maintenance.
🤖 Generated with Claude Code
Co-Authored-By: Claude <noreply@anthropic.com>
This commit is contained in:
TheFlow
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docs/outreach/HUGGINGFACE-PRESENCE-PLAN.md
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# Hugging Face Presence Plan - Tractatus Framework
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**Date**: 2025-10-31
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**Purpose**: Establish Tractatus presence on Hugging Face to reach AI/ML research community
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**Status**: Planning Phase
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---
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## Why Hugging Face?
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**Strategic Fit:**
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- Focus on AI ethics and governance aligns with Tractatus mission
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- Research-oriented community (our target audience)
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- Open-source first culture
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- Models come with documentation about limitations/biases (governance mindset)
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- Platform for ML practitioners, not just consumers
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**Unique Opportunity:**
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- Very few governance frameworks have Hugging Face presence
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- Most content is models/datasets - governance tooling is underrepresented
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- Community values transparency and ethical AI
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- Tractatus can fill governance gap in HF ecosystem
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---
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## Phase 1: Account Setup (Week 1)
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### 1.1 Create Personal Account
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- [ ] Sign up at https://huggingface.co/join
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- [ ] Verify email
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- [ ] Complete profile:
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- Name: [Your name or "Tractatus Team"]
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- Bio: "AI governance researcher. Building architectural constraints for human agency."
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- Location: Aotearoa New Zealand
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- Website: https://agenticgovernance.digital
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### 1.2 Create Organization
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- [ ] Go to https://huggingface.co/organizations/new
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- [ ] Organization name options:
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- **Option A**: `tractatus-framework` (descriptive)
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- **Option B**: `agentic-governance` (brand alignment)
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- **Option C**: `tractatus` (simple, if available)
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- [ ] Organization display name: "Tractatus AI Safety Framework"
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- [ ] Organization description:
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```
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Architectural constraints for human agency in AI systems.
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Open-source governance framework operating in production.
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Developed in Aotearoa NZ.
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```
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- [ ] Set organization email domain (agenticgovernance.digital)
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- [ ] Add avatar (use tractatus-reddit-avatar-hd.png)
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---
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## Phase 2: Documentation & Repository (Week 1-2)
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### 2.1 Organization README
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Create: `README.md` for organization landing page
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**Content Structure:**
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```markdown
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# Tractatus AI Safety Framework
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Architectural constraints for human agency in AI agent deployments.
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## What is Tractatus?
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Production-tested governance framework enforcing constraints through
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structure, not training. Five architectural principles from Christopher
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Alexander's pattern languages applied to AI safety.
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## Why Architectural Governance?
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Behavioral training can be manipulated through prompting. We're testing
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structural enforcement: PreToolUse hooks that intercept actions before
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execution, services that coordinate through mutual validation, gradient
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responses to risk levels.
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## Resources
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- **Website**: https://agenticgovernance.digital
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- **Documentation**: https://agenticgovernance.digital/docs.html
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- **Architecture**: https://agenticgovernance.digital/architecture.html
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- **GitHub**: [link]
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- **License**: Apache 2.0
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## Demos
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- [Framework Audit Viewer](#) - Interactive audit log explorer
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- [Governance Metrics Dashboard](#) - Real-time framework statistics
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- [Boundary Decision Explorer](#) - See how services coordinate
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## Datasets
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- [Audit Decision Corpus](#) - 3500+ anonymized governance decisions
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- [Framework Evolution Log](#) - How principles emerged from failures
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```
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### 2.2 Link GitHub Repository
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- [ ] Add GitHub repo to organization (if repo is public)
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- [ ] Or create "mirror" documentation repo on HF
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- [ ] Sync README between GitHub and HF
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---
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## Phase 3: Spaces - Interactive Demos (Week 2-3)
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### 3.1 Space 1: Audit Log Viewer (Priority 1)
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**Purpose**: Show framework in action through real audit decisions
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**Tech Stack**: Gradio (Python, easy to deploy)
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**Features:**
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- Search audit logs by service, date, decision type
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- Filter by pressure level (NORMAL/ELEVATED/HIGH/CRITICAL)
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- Show service coordination for multi-service decisions
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- Visualize decision patterns over time
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**Data**: Anonymized subset of audit logs (remove file paths, specific code)
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**Value**: Makes "3500+ audit decisions" tangible and explorable
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---
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### 3.2 Space 2: Governance Metrics Dashboard (Priority 2)
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**Purpose**: Real-time framework statistics visualization
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**Tech Stack**: Streamlit or Gradio
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**Features:**
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- Context pressure distribution over time
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- Service activation patterns
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- Boundary enforcement statistics
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- Framework version evolution timeline
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- "27027 incident" case study deep-dive
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**Data**: Aggregated metrics from production use
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**Value**: Shows operational reality, not theoretical concepts
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---
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### 3.3 Space 3: Boundary Decision Simulator (Priority 3)
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**Purpose**: Interactive demonstration of how services coordinate
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**Tech Stack**: Gradio with flow diagram visualization
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**Features:**
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- Input: Simulated AI action (e.g., "Edit values.html")
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- Output: Step-by-step service coordination
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- Visual flow: BoundaryEnforcer → CrossReference → ContextPressure → Decision
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- Show how different pressure levels change outcomes
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**Value**: Educational - helps people understand Deep Interlock principle
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---
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## Phase 4: Datasets (Week 3-4)
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### 4.1 Audit Decision Corpus
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**Dataset**: Anonymized audit logs from production use
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**Format**: JSON Lines (.jsonl)
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**Content:**
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```json
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{
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"timestamp": "2025-10-31T10:00:00Z",
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"service": "BoundaryEnforcer",
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"decision": "ask",
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"boundary": "12.2 Innovation",
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"context_pressure": "NORMAL",
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"coordination": ["CrossReferenceValidator", "ContextPressureMonitor"],
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"outcome": "human_approval_required"
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}
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```
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**Size**: 3500+ decisions (current corpus)
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**Purpose**:
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- Research dataset for governance pattern analysis
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- Training data for governance service development
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- Evidence of production deployment
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**License**: CC BY-SA 4.0 (attribution + share-alike)
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---
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### 4.2 Framework Evolution Log
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**Dataset**: How architectural principles emerged from failures
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**Format**: Markdown + structured timeline
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**Content**:
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- Incident reports (e.g., 27027 incident)
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- Service additions and rationale
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- Framework version changes
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- Living Process principle in action
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**Purpose**: Show evidence-based evolution (inst_093)
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---
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## Phase 5: Model Cards / Documentation (Week 4)
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### 5.1 Framework "Model Card"
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Even though Tractatus isn't a model, HF supports documentation pages
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**Create**: `model-card.md` explaining:
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- What problem it solves
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- How it works architecturally
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- Limitations and known issues
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- Intended use cases
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- Evaluation metrics (audit log analysis)
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- Ethical considerations (human agency preservation)
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### 5.2 Blog Posts
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Hugging Face allows blog posts for organizations
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**Topics:**
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- "Architectural Constraints vs Behavioral Training for AI Governance"
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- "The 27027 Incident: How Production Failures Drive Framework Evolution"
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- "Five Architectural Principles from Christopher Alexander Applied to AI Safety"
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- "3500 Governance Decisions: What We Learned"
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**Frequency**: 1 per month
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---
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## Phase 6: Community Engagement (Ongoing)
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### 6.1 Participate in HF Discussions
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- Comment on AI ethics/governance discussions
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- Share audit log insights
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- Respond to questions about governance approaches
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### 6.2 Collaborate with Other Projects
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- Projects working on AI safety
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- Governance framework developers
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- Ethical AI initiatives
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- Open-source AI tooling
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### 6.3 Update Datasets Quarterly
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- Add new audit decisions
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- Document framework evolution
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- Show Living Process in action
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---
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## Technical Requirements
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### Development Environment
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- Python 3.9+ (for Gradio/Streamlit Spaces)
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- Gradio or Streamlit library
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- MongoDB access (to export audit logs)
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- Data anonymization scripts
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### Data Preparation
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1. **Audit Log Anonymization**
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- Remove file paths
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- Remove specific code snippets
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- Keep: service names, decisions, timestamps, coordination patterns
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- Script: `scripts/export-anonymized-audits.js`
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2. **Metrics Aggregation**
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- Context pressure distribution
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- Service activation counts
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- Boundary enforcement statistics
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- Script: `scripts/export-metrics.js`
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### Space Deployment
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- Create requirements.txt for Python dependencies
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- Write app.py for Gradio/Streamlit interface
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- Test locally before deploying
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- Deploy to HF Spaces via git push
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---
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## Success Metrics
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### Phase 1 (Setup) - Week 1
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- [ ] Organization created
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- [ ] Profile complete with branding
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- [ ] README published
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### Phase 2 (Content) - Week 2
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- [ ] At least 1 Space deployed (Audit Log Viewer)
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- [ ] 1 dataset published (Audit Decision Corpus)
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- [ ] GitHub repo linked
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### Phase 3 (Engagement) - Month 1-3
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- [ ] 100+ Space views
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- [ ] 50+ dataset downloads
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- [ ] 5+ community discussions participated in
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- [ ] 1 blog post published
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### Phase 4 (Impact) - Month 3-6
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- [ ] Other projects referencing Tractatus dataset
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- [ ] Citations in research papers
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- [ ] Community contributions (issues, questions, collaborations)
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- [ ] Cross-promotion with similar governance projects
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---
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## Resources Needed
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### Time Investment
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- **Setup (Week 1)**: 4-6 hours
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- Account creation, organization setup, branding
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- **Space Development (Week 2-3)**: 12-16 hours
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- Build Audit Log Viewer in Gradio
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- Test and deploy
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- **Dataset Preparation (Week 3-4)**: 8-10 hours
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- Anonymization scripts
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- Data export and formatting
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- Documentation
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- **Ongoing (Monthly)**: 4-6 hours
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- Dataset updates
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- Blog posts
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- Community engagement
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### Skills Required
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- Python (Gradio/Streamlit) - for Spaces
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- Data anonymization - for datasets
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- Technical writing - for documentation
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- Community engagement - for discussions
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### Content Preparation
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- [ ] Anonymize audit logs
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- [ ] Export metrics aggregations
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- [ ] Prepare incident case studies
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- [ ] Write framework documentation
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- [ ] Create visualization diagrams
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---
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## Risks & Mitigation
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### Risk 1: Low Engagement
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**Mitigation**:
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- Cross-promote from website/Reddit/Facebook
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- Collaborate with existing HF governance projects
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- Regular updates (quarterly dataset releases)
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### Risk 2: Data Privacy Concerns
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**Mitigation**:
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- Thorough anonymization
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- No customer/user data
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- Only framework decisions (internal operations)
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- Clear documentation of what's included/excluded
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### Risk 3: Maintenance Burden
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**Mitigation**:
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- Start with 1 Space (Audit Log Viewer)
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- Automate data exports
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- Quarterly updates, not daily
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- Community contributions welcome
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---
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## Next Steps (Immediate)
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1. **Create personal HF account** (5 min)
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2. **Decide organization name** (tractatus-framework vs agentic-governance)
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3. **Create anonymization script** for audit logs
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4. **Build minimum viable Audit Log Viewer** Space
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5. **Export first dataset** (500-1000 anonymized decisions)
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---
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## Long-Term Vision
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**Year 1**: Establish presence, publish datasets, deploy 2-3 Spaces
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**Year 2**: Regular blog posts, community collaborations, dataset citations
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**Year 3**: Reference implementation for governance frameworks on HF
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**Goal**: Make Tractatus the go-to governance framework example on Hugging Face, showing how architectural constraints can work in production.
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---
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**Alignment with Tractatus Values:**
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- **Transparency** (inst_010): Public audit logs, open datasets
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- **Community** (inst_012): Open collaboration, knowledge sharing
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- **Evidence-Based** (inst_086): Real operational data, not theory
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- **Candid About Limitations** (inst_088): Honest about what works/doesn't
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**Status**: Ready to proceed with Phase 1
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docs/outreach/QUICK-REFERENCE-SOCIAL-MEDIA.md
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docs/outreach/QUICK-REFERENCE-SOCIAL-MEDIA.md
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# Social Media & HF Space - Quick Reference
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**Quick commands for common maintenance tasks**
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---
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## 🚀 Update Hugging Face Space (Weekly)
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```bash
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# 1. Export fresh audit data
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cd /home/theflow/projects/tractatus
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node scripts/export-hf-audit-data.js
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# 2. Check statistics
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python3 -c "
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import json
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with open('./audit-decisions.json') as f:
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data = json.load(f)
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coordinated = sum(1 for d in data if len(d.get('coordination', [])) > 0)
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print(f'Total: {len(data)}, Coordinated: {coordinated}, Rate: {coordinated/len(data)*100:.1f}%')
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"
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# 3. Deploy to HF Space
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cp ./audit-decisions.json ~/audit-log-viewer/
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cd ~/audit-log-viewer
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git add audit-decisions.json
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git commit -m "chore: weekly audit data update ($(date +%Y-%m-%d))"
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git push
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```
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---
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## 📱 Reddit - Daily Engagement
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**Target:** Comment on 1-2 posts per day in r/AI_Agents
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**Look for:**
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- Questions about AI governance
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- Agent architecture discussions
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- Production deployment challenges
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|
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**Comment Template:**
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```
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[Helpful answer to their question]
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[If relevant: The Tractatus Framework handles this through [specific feature].
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Documentation: https://agenticgovernance.digital/architecture.html#[section]]
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|
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[Optional: Would be interested in your thoughts on [related topic].]
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```
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---
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## 📘 Facebook - Weekly Posts
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**Post Schedule:** Every Monday
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|
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**Template:**
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```
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🤖 Tractatus Framework Update - [Date]
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|
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[1-2 paragraph summary of recent work]
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|
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Key improvements:
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• [Feature 1]
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• [Feature 2]
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• [Feature 3]
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|
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🔗 Learn more: https://agenticgovernance.digital
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📊 Live dashboard: https://huggingface.co/spaces/tractatus-framework/audit-log-viewer
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|
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#AIGovernance #AgenticSystems #OpenSource
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```
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---
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|
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## 🔍 Check Coordination Tracking
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|
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```bash
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# Quick check - last 5 decisions
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mongosh tractatus_dev --eval '
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db.auditLogs.find(
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{},
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{_id:0, timestamp:1, service:1, "metadata.services_involved":1}
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).sort({timestamp: -1}).limit(5)
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'
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|
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# Coordination rate - today
|
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mongosh tractatus_dev --eval '
|
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var today = new Date();
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today.setHours(0,0,0,0);
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var total = db.auditLogs.countDocuments({timestamp: {$gte: today}});
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var coordinated = db.auditLogs.countDocuments({
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timestamp: {$gte: today},
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"metadata.services_involved.1": {$exists: true}
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});
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print("Today: " + coordinated + "/" + total + " = " + (coordinated/total*100).toFixed(1) + "%");
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'
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```
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|
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---
|
||||
|
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## 🐛 Troubleshooting
|
||||
|
||||
**Reddit post removed?**
|
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```bash
|
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# Build karma first - comment on 3-5 posts
|
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# Wait 24-48 hours between link posts
|
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# Message r/AI_Agents mods if persistent
|
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```
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|
||||
**HF Space not updating?**
|
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```bash
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# Check if commit pushed
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cd ~/audit-log-viewer && git log -1
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|
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# View HF build logs
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open https://huggingface.co/spaces/tractatus-framework/audit-log-viewer/logs
|
||||
|
||||
# Force browser cache refresh: Ctrl+Shift+R
|
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```
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||||
|
||||
**Coordination tracking stopped?**
|
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```bash
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# Verify hook configured
|
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cat .claude/settings.local.json | grep -A 3 "framework-audit-hook"
|
||||
|
||||
# Test hook manually
|
||||
echo '{"session_id":"test","tool_name":"Edit","tool_input":{"file_path":"test.txt"}}' | \
|
||||
.claude/hooks/framework-audit-hook.js
|
||||
|
||||
# Check for recent coordinated decisions
|
||||
mongosh tractatus_dev --eval '
|
||||
db.auditLogs.findOne(
|
||||
{"metadata.services_involved": {$ne: []}},
|
||||
{timestamp:1, "metadata.services_involved":1}
|
||||
)
|
||||
'
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
## 📊 Performance Metrics
|
||||
|
||||
**Check Reddit engagement:**
|
||||
- Account: https://reddit.com/u/tractatus-framework
|
||||
- Target: 10+ comment karma before major posts
|
||||
- Goal: 1 helpful comment per day
|
||||
|
||||
**Check HF Space views:**
|
||||
- Dashboard: https://huggingface.co/spaces/tractatus-framework/audit-log-viewer
|
||||
- Goal: Consistent weekly updates
|
||||
|
||||
**Check coordination rate:**
|
||||
- Current: 1.7% (66/3942 decisions)
|
||||
- Target: 10-20% (as usage grows)
|
||||
- Trend: Monitor monthly
|
||||
|
||||
---
|
||||
|
||||
## 📞 Quick Contacts
|
||||
|
||||
- **HF Token:** [Secure - not in repos]
|
||||
- **Reddit:** u/tractatus-framework
|
||||
- **Facebook:** Agentic Governance NZ
|
||||
- **Substack:** ridingthetiger.substack.com/chat
|
||||
- **GitHub:** github.com/tractatus-framework
|
||||
|
||||
---
|
||||
|
||||
**Full Documentation:** `docs/outreach/SOCIAL-MEDIA-AND-HF-MAINTENANCE.md`
|
||||
667
docs/outreach/SOCIAL-MEDIA-AND-HF-MAINTENANCE.md
Normal file
667
docs/outreach/SOCIAL-MEDIA-AND-HF-MAINTENANCE.md
Normal file
|
|
@ -0,0 +1,667 @@
|
|||
# Social Media & Hugging Face Maintenance Guide
|
||||
|
||||
**Last Updated:** 2025-11-01
|
||||
**Maintainer:** Claude Code instances
|
||||
**Purpose:** Document social media presence and HF Space setup for future maintenance
|
||||
|
||||
---
|
||||
|
||||
## Table of Contents
|
||||
|
||||
1. [Reddit Presence](#reddit-presence)
|
||||
2. [Facebook Presence](#facebook-presence)
|
||||
3. [Hugging Face Space](#hugging-face-space)
|
||||
4. [Deep Interlock Coordination Tracking](#deep-interlock-coordination-tracking)
|
||||
5. [Maintenance Procedures](#maintenance-procedures)
|
||||
|
||||
---
|
||||
|
||||
## Reddit Presence
|
||||
|
||||
### Account Details
|
||||
|
||||
- **Username:** `tractatus-framework`
|
||||
- **Display Name:** Tractatus Framework
|
||||
- **Avatar:** `/home/theflow/projects/tractatus/public/images/tractatus-reddit-avatar.png` (512x512px)
|
||||
- **Subreddit Target:** r/AI_Agents (primary), r/LangChain (secondary)
|
||||
- **Purpose:** Share framework updates, engage with AI governance discussions
|
||||
|
||||
### Initial Posts
|
||||
|
||||
**First Post (r/AI_Agents - 2025-10-31):**
|
||||
- **Title:** "Tractatus Framework: Open-source AI governance framework integrating Christopher Alexander's architectural principles"
|
||||
- **Content:** Introduction to framework with key features:
|
||||
- 6 governance services (Deep Interlock coordination)
|
||||
- 5 Christopher Alexander principles for AI system design
|
||||
- Audit logging and transparency dashboard
|
||||
- MongoDB-based precedent tracking
|
||||
- Multi-language support (EN/DE/FR)
|
||||
- **Links:**
|
||||
- Website: https://agenticgovernance.digital
|
||||
- Architecture: https://agenticgovernance.digital/architecture.html
|
||||
- Values: https://agenticgovernance.digital/about/values.html
|
||||
- GitHub: https://github.com/tractatus-framework (public repo)
|
||||
- HF Space: https://huggingface.co/spaces/tractatus-framework/audit-log-viewer
|
||||
|
||||
### Content Strategy
|
||||
|
||||
**Engagement Rules:**
|
||||
1. **Build karma first:** Comment thoughtfully on 3-5 posts per day for 3-5 days before major link posts
|
||||
2. **Avoid spam filters:**
|
||||
- Mix text-only discussions with link posts
|
||||
- Engage authentically, don't just promote
|
||||
- Wait 24-48 hours between promotional posts
|
||||
3. **Target subreddits:**
|
||||
- r/AI_Agents (primary - AI agent development)
|
||||
- r/LangChain (technical discussions)
|
||||
- r/LocalLLaMA (self-hosted AI)
|
||||
- r/ArtificialIntelligence (broader discussions)
|
||||
|
||||
**Post Types:**
|
||||
- Framework updates (new features, principles)
|
||||
- Technical deep-dives (service architecture, coordination)
|
||||
- Community questions (seek feedback on approach)
|
||||
- Blog post shares (from `ridingthetiger.substack.com/chat`)
|
||||
|
||||
### Commenting Strategy
|
||||
|
||||
**Target Discussions:**
|
||||
- Questions about AI agent governance
|
||||
- Discussions on AI safety and alignment
|
||||
- Technical questions about agent frameworks
|
||||
- Posts about production AI deployments
|
||||
|
||||
**Tone:**
|
||||
- Helpful and informative
|
||||
- Cite framework documentation when relevant
|
||||
- Acknowledge limitations and areas for improvement
|
||||
- Focus on technical accuracy over promotion
|
||||
|
||||
### Known Issues
|
||||
|
||||
**Reddit Spam Filters:**
|
||||
- Posts with links may be auto-removed initially
|
||||
- **Solution:** Build account reputation through comments first
|
||||
- If removed: Ask in r/AI_Agents modmail politely about visibility
|
||||
|
||||
---
|
||||
|
||||
## Facebook Presence
|
||||
|
||||
### Page Details
|
||||
|
||||
- **Page Name:** Agentic Governance NZ
|
||||
- **URL:** To be determined (page creation in progress)
|
||||
- **Purpose:** Share framework updates with NZ governance community
|
||||
- **Target Audience:** NZ government, policy makers, AI practitioners
|
||||
|
||||
### Initial Post (Prepared)
|
||||
|
||||
**Content Focus:**
|
||||
- Recent framework upgrades
|
||||
- Integration of Christopher Alexander's 5 principles
|
||||
- Emphasis on practical governance for AI agents
|
||||
|
||||
**Key URLs to Include:**
|
||||
- Main site: https://agenticgovernance.digital
|
||||
- Architecture page: https://agenticgovernance.digital/architecture.html
|
||||
- Values page: https://agenticgovernance.digital/about/values.html
|
||||
- GitHub: https://github.com/tractatus-framework
|
||||
|
||||
### Metadata Configuration
|
||||
|
||||
**Site Metadata for Social Sharing:**
|
||||
Location: All public HTML files should have these meta tags (already implemented):
|
||||
|
||||
```html
|
||||
<!-- Open Graph (Facebook) -->
|
||||
<meta property="og:title" content="Tractatus Framework">
|
||||
<meta property="og:description" content="Open-source AI governance framework">
|
||||
<meta property="og:image" content="https://agenticgovernance.digital/images/tractatus-icon-new.svg">
|
||||
<meta property="og:url" content="https://agenticgovernance.digital">
|
||||
<meta property="og:type" content="website">
|
||||
|
||||
<!-- Twitter Card -->
|
||||
<meta name="twitter:card" content="summary_large_image">
|
||||
<meta name="twitter:title" content="Tractatus Framework">
|
||||
<meta name="twitter:description" content="Open-source AI governance framework">
|
||||
<meta name="twitter:image" content="https://agenticgovernance.digital/images/tractatus-icon-new.svg">
|
||||
```
|
||||
|
||||
**Facebook Link Metadata Issue:**
|
||||
- Facebook shows "Link unavailable" for agenticgovernance.digital
|
||||
- **Cause:** Site needs to be crawlable by Facebook's scraper
|
||||
- **Solution:** Ensure proper Open Graph tags (already added to all pages)
|
||||
- **Test:** Use Facebook Sharing Debugger: https://developers.facebook.com/tools/debug/
|
||||
|
||||
### Content Strategy
|
||||
|
||||
**Post Frequency:**
|
||||
- Weekly updates on significant framework changes
|
||||
- Monthly deep-dives on specific principles or services
|
||||
- Ad-hoc posts for major milestones (new releases, blog posts)
|
||||
|
||||
**Post Types:**
|
||||
- Framework updates (technical improvements)
|
||||
- Principle explanations (Alexander's principles applied to AI)
|
||||
- Case studies (real-world governance examples)
|
||||
- Community engagement (questions, discussions)
|
||||
|
||||
---
|
||||
|
||||
## Hugging Face Space
|
||||
|
||||
### Space Details
|
||||
|
||||
- **Space Name:** `tractatus-framework/audit-log-viewer`
|
||||
- **URL:** https://huggingface.co/spaces/tractatus-framework/audit-log-viewer
|
||||
- **Type:** Gradio app (Python)
|
||||
- **Purpose:** Public dashboard for framework audit log transparency
|
||||
|
||||
### Repository Structure
|
||||
|
||||
**Local Clone:** `~/audit-log-viewer/`
|
||||
|
||||
**Key Files:**
|
||||
```
|
||||
~/audit-log-viewer/
|
||||
├── app.py # Gradio app (displays audit data)
|
||||
├── audit-decisions.json # Exported audit data (1.1 MB)
|
||||
├── requirements.txt # Python dependencies
|
||||
├── README.md # Space documentation
|
||||
└── .git/ # HF git repository
|
||||
```
|
||||
|
||||
**Source Repository:** `/home/theflow/projects/tractatus/hf-space-deploy/`
|
||||
- Contains initial setup files and deployment scripts
|
||||
|
||||
### App Features
|
||||
|
||||
**Visualization Components:**
|
||||
|
||||
1. **Dataset Statistics (Top Section):**
|
||||
- Total decisions count
|
||||
- Decisions by service (pie chart)
|
||||
- Decisions by outcome (allow/deny/ask)
|
||||
- Context pressure distribution
|
||||
- **Deep Interlock coordination metrics** (NEW)
|
||||
- Coordinated Decisions count
|
||||
- Single Service count
|
||||
- Coordination Rate percentage
|
||||
|
||||
2. **Interactive Table:**
|
||||
- Filterable by service, decision, date range
|
||||
- Sortable by all columns
|
||||
- Expandable coordination arrays
|
||||
- Pagination for large datasets
|
||||
|
||||
3. **Coordination Tracking (NEW - 2025-11-01):**
|
||||
- Shows which services coordinated on each decision
|
||||
- `coordination` field: array of service names
|
||||
- Example: `["BoundaryEnforcer", "ContextPressureMonitor"]`
|
||||
|
||||
### Data Export Process
|
||||
|
||||
**Export Script:** `scripts/export-hf-audit-data.js`
|
||||
|
||||
**Command:**
|
||||
```bash
|
||||
node scripts/export-hf-audit-data.js
|
||||
```
|
||||
|
||||
**What it does:**
|
||||
1. Connects to MongoDB (`tractatus_dev` database)
|
||||
2. Queries `auditLogs` collection
|
||||
3. Extracts coordination data from `metadata.services_involved`
|
||||
4. Transforms to HF-compatible JSON format
|
||||
5. Writes to `./audit-decisions.json` (1.1 MB)
|
||||
|
||||
**Output Format:**
|
||||
```json
|
||||
[
|
||||
{
|
||||
"timestamp": "2025-10-31T18:33:30.266Z",
|
||||
"action": "boundary_enforcement",
|
||||
"service": "BoundaryEnforcer",
|
||||
"decision": "allow",
|
||||
"boundary": "N/A",
|
||||
"boundary_domain": "TECHNICAL_IMPLEMENTATION",
|
||||
"context_pressure": "NORMAL",
|
||||
"coordination": ["BoundaryEnforcer", "ContextPressureMonitor"]
|
||||
}
|
||||
]
|
||||
```
|
||||
|
||||
**Statistics (as of 2025-11-01):**
|
||||
- Total decisions: 3,942
|
||||
- Coordinated decisions: 66
|
||||
- Single service: 3,876
|
||||
- **Coordination rate: 1.7%**
|
||||
|
||||
### Deployment Process
|
||||
|
||||
**1. Export fresh data:**
|
||||
```bash
|
||||
cd /home/theflow/projects/tractatus
|
||||
node scripts/export-hf-audit-data.js
|
||||
```
|
||||
|
||||
**2. Copy to HF Space repository:**
|
||||
```bash
|
||||
cp ./audit-decisions.json ~/audit-log-viewer/
|
||||
```
|
||||
|
||||
**3. Commit and push:**
|
||||
```bash
|
||||
cd ~/audit-log-viewer
|
||||
git add audit-decisions.json
|
||||
git commit -m "feat: update audit data
|
||||
|
||||
- [Describe changes]
|
||||
- [Statistics]
|
||||
|
||||
🤖 Generated with Claude Code"
|
||||
git push
|
||||
```
|
||||
|
||||
**4. HF Space auto-rebuilds:**
|
||||
- Hugging Face detects the push
|
||||
- Rebuilds the Gradio app automatically
|
||||
- New data appears in ~2-3 minutes
|
||||
|
||||
### Authentication
|
||||
|
||||
**HF Token Location:** User provided during session: `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`
|
||||
- **DO NOT commit this token to any repository**
|
||||
- Token has write access to `tractatus-framework` organization spaces
|
||||
- Used for: `git push` operations to HF Space
|
||||
|
||||
**Git Configuration:**
|
||||
```bash
|
||||
cd ~/audit-log-viewer
|
||||
git remote -v
|
||||
# origin https://huggingface.co/spaces/tractatus-framework/audit-log-viewer (fetch)
|
||||
# origin https://huggingface.co/spaces/tractatus-framework/audit-log-viewer (push)
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
## Deep Interlock Coordination Tracking
|
||||
|
||||
### Problem Solved (2025-11-01)
|
||||
|
||||
**Initial Issue:**
|
||||
- HF Space showed 0% coordination rate despite 6 services coordinating
|
||||
- `services_involved` metadata was never populated in audit logs
|
||||
|
||||
**Root Cause:**
|
||||
- `.claude/settings.local.json` overrode `.claude/settings.json`
|
||||
- `framework-audit-hook.js` was excluded from PreToolUse hooks
|
||||
- Only validator hooks (`validate-file-edit.js`, etc.) were running
|
||||
|
||||
### Implementation
|
||||
|
||||
**1. Fixed Hook Configuration**
|
||||
|
||||
File: `.claude/settings.local.json`
|
||||
|
||||
Added `framework-audit-hook.js` to PreToolUse hooks:
|
||||
|
||||
```json
|
||||
{
|
||||
"hooks": {
|
||||
"PreToolUse": [
|
||||
{
|
||||
"matcher": "Edit|Write",
|
||||
"hooks": [
|
||||
{
|
||||
"type": "command",
|
||||
"command": ".claude/hooks/framework-audit-hook.js",
|
||||
"timeout": 10
|
||||
}
|
||||
]
|
||||
},
|
||||
{
|
||||
"matcher": "Edit",
|
||||
"hooks": [
|
||||
{
|
||||
"type": "command",
|
||||
"command": "node scripts/hook-validators/validate-file-edit.js"
|
||||
}
|
||||
]
|
||||
}
|
||||
// ... other hooks
|
||||
]
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
**2. Coordination Tracking in Hook**
|
||||
|
||||
File: `.claude/hooks/framework-audit-hook.js`
|
||||
|
||||
Key changes:
|
||||
- Line 284: Created `servicesInvolved` array
|
||||
- Line 298: Passed array reference through `context.services_involved`
|
||||
- Line 301: Push service name BEFORE calling (timing critical)
|
||||
- Line 463: Track ContextPressureMonitor coordination
|
||||
|
||||
**Critical Pattern:**
|
||||
```javascript
|
||||
const servicesInvolved = []; // Create tracking array
|
||||
|
||||
const context = {
|
||||
sessionId,
|
||||
tool: 'Edit/Write',
|
||||
file: filePath,
|
||||
services_involved: servicesInvolved // Pass by reference
|
||||
};
|
||||
|
||||
servicesInvolved.push('BoundaryEnforcer'); // BEFORE calling
|
||||
const result = BoundaryEnforcer.enforce(action, context);
|
||||
```
|
||||
|
||||
**Why timing matters:**
|
||||
Services log audit entries immediately when called. If you push to the array AFTER calling, the array is empty when the service logs.
|
||||
|
||||
**3. Service Logging Updates**
|
||||
|
||||
**BoundaryEnforcer** (`src/services/BoundaryEnforcer.service.js:901`):
|
||||
```javascript
|
||||
metadata: {
|
||||
// ... other metadata
|
||||
services_involved: context.services_involved || [] // Deep Interlock tracking
|
||||
}
|
||||
```
|
||||
|
||||
**ContextPressureMonitor** (`src/services/ContextPressureMonitor.service.js:931`):
|
||||
```javascript
|
||||
metadata: {
|
||||
// ... other metadata
|
||||
services_involved: context.services_involved || [] // Deep Interlock tracking
|
||||
}
|
||||
```
|
||||
|
||||
### Testing Coordination Tracking
|
||||
|
||||
**Manual Test:**
|
||||
```bash
|
||||
# Test hook directly
|
||||
echo '{"session_id":"test","hook_event_name":"PreToolUse","tool_name":"Edit","tool_input":{"file_path":"/home/theflow/projects/tractatus/test.txt","old_string":"a","new_string":"b"}}' | .claude/hooks/framework-audit-hook.js
|
||||
```
|
||||
|
||||
**Check Database:**
|
||||
```bash
|
||||
mongosh tractatus_dev --eval 'db.auditLogs.find({}, {_id:0, timestamp:1, service:1, "metadata.services_involved":1}).sort({timestamp: -1}).limit(5)'
|
||||
```
|
||||
|
||||
**Expected Output:**
|
||||
```javascript
|
||||
[
|
||||
{
|
||||
service: 'ContextPressureMonitor',
|
||||
metadata: { services_involved: ['BoundaryEnforcer', 'ContextPressureMonitor'] },
|
||||
timestamp: ISODate('2025-10-31T18:33:30.270Z')
|
||||
},
|
||||
{
|
||||
service: 'BoundaryEnforcer',
|
||||
metadata: { services_involved: ['BoundaryEnforcer', 'ContextPressureMonitor'] },
|
||||
timestamp: ISODate('2025-10-31T18:33:30.266Z')
|
||||
}
|
||||
]
|
||||
```
|
||||
|
||||
### Coordination Statistics
|
||||
|
||||
**Current Metrics (2025-11-01):**
|
||||
- Total decisions: 3,942
|
||||
- Coordinated (2+ services): 66 (1.7%)
|
||||
- Single service: 3,876 (98.3%)
|
||||
|
||||
**Why low coordination rate?**
|
||||
1. Many operations are simple and don't require multiple services
|
||||
2. Coordination happens when:
|
||||
- File modifications trigger BoundaryEnforcer + ContextPressureMonitor
|
||||
- Schema changes add CrossReferenceValidator
|
||||
- Complex operations add MetacognitiveVerifier
|
||||
- Governance files add InstructionPersistenceClassifier
|
||||
|
||||
**As framework usage grows:**
|
||||
- More complex operations will increase coordination rate
|
||||
- Multi-service decisions demonstrate Deep Interlock in action
|
||||
- Target: 10-20% coordination rate for production systems
|
||||
|
||||
---
|
||||
|
||||
## Maintenance Procedures
|
||||
|
||||
### Weekly Maintenance
|
||||
|
||||
**1. Update HF Space Data (Every Monday)**
|
||||
|
||||
```bash
|
||||
# Export fresh audit data
|
||||
cd /home/theflow/projects/tractatus
|
||||
node scripts/export-hf-audit-data.js
|
||||
|
||||
# Check statistics
|
||||
python3 -c "
|
||||
import json
|
||||
with open('./audit-decisions.json', 'r') as f:
|
||||
data = json.load(f)
|
||||
coordinated = sum(1 for d in data if len(d.get('coordination', [])) > 0)
|
||||
total = len(data)
|
||||
print(f'Total: {total}, Coordinated: {coordinated}, Rate: {coordinated/total*100:.1f}%')
|
||||
"
|
||||
|
||||
# Copy to HF Space
|
||||
cp ./audit-decisions.json ~/audit-log-viewer/
|
||||
|
||||
# Commit and push
|
||||
cd ~/audit-log-viewer
|
||||
git add audit-decisions.json
|
||||
git commit -m "chore: weekly audit data update ($(date +%Y-%m-%d))
|
||||
|
||||
- Total decisions: [INSERT]
|
||||
- Coordinated: [INSERT]
|
||||
- Rate: [INSERT]%
|
||||
|
||||
🤖 Generated with Claude Code"
|
||||
git push
|
||||
```
|
||||
|
||||
**2. Reddit Engagement (Daily)**
|
||||
|
||||
```bash
|
||||
# Check r/AI_Agents for relevant discussions
|
||||
# Comment on 1-2 posts per day
|
||||
# Focus on: governance questions, agent architecture, deployment challenges
|
||||
```
|
||||
|
||||
**3. Facebook Posts (Weekly)**
|
||||
|
||||
```bash
|
||||
# Share significant updates:
|
||||
# - New framework features
|
||||
# - Blog posts from ridingthetiger.substack.com
|
||||
# - Coordination tracking improvements
|
||||
# - Community milestones
|
||||
```
|
||||
|
||||
### Monthly Maintenance
|
||||
|
||||
**1. Review Coordination Metrics**
|
||||
|
||||
```bash
|
||||
# Analyze coordination trends
|
||||
mongosh tractatus_dev --eval '
|
||||
db.auditLogs.aggregate([
|
||||
{ $match: { "metadata.services_involved": { $exists: true } } },
|
||||
{ $group: {
|
||||
_id: { $month: "$timestamp" },
|
||||
total: { $sum: 1 },
|
||||
coordinated: {
|
||||
$sum: {
|
||||
$cond: [{ $gt: [{ $size: "$metadata.services_involved" }, 0] }, 1, 0]
|
||||
}
|
||||
}
|
||||
}
|
||||
},
|
||||
{ $project: {
|
||||
month: "$_id",
|
||||
total: 1,
|
||||
coordinated: 1,
|
||||
rate: { $multiply: [{ $divide: ["$coordinated", "$total"] }, 100] }
|
||||
}
|
||||
},
|
||||
{ $sort: { month: 1 } }
|
||||
])'
|
||||
```
|
||||
|
||||
**2. Content Planning**
|
||||
|
||||
- Review framework changelog
|
||||
- Identify significant updates for social media
|
||||
- Draft blog post topics for Substack
|
||||
- Plan technical deep-dives for Reddit
|
||||
|
||||
**3. Community Engagement Review**
|
||||
|
||||
- Check Reddit post performance (upvotes, comments)
|
||||
- Review Facebook page insights
|
||||
- Monitor HF Space views and interactions
|
||||
- Adjust content strategy based on engagement
|
||||
|
||||
### Quarterly Maintenance
|
||||
|
||||
**1. Repository Cleanup**
|
||||
|
||||
```bash
|
||||
# Clean up test files
|
||||
rm -f test-coordination-debug.txt
|
||||
rm -f /tmp/framework-hook-*
|
||||
|
||||
# Archive old session handoffs
|
||||
mkdir -p docs/archive/session-handoffs/$(date +%Y-Q%q)
|
||||
mv .claude/session-archive/SESSION_*.md docs/archive/session-handoffs/$(date +%Y-Q%q)/
|
||||
```
|
||||
|
||||
**2. Documentation Updates**
|
||||
|
||||
- Review this maintenance guide
|
||||
- Update statistics and metrics
|
||||
- Document new features and changes
|
||||
- Update troubleshooting sections
|
||||
|
||||
**3. Security Review**
|
||||
|
||||
- Rotate HF access token if needed
|
||||
- Review social media account security
|
||||
- Check for any exposed credentials
|
||||
- Update authentication documentation
|
||||
|
||||
### Troubleshooting
|
||||
|
||||
**Reddit Posts Removed:**
|
||||
```bash
|
||||
# Symptom: Post doesn't appear in r/AI_Agents
|
||||
# Cause: Spam filter triggered
|
||||
# Solution:
|
||||
# 1. Check account karma (need 10+ comment karma)
|
||||
# 2. Wait 24-48 hours between link posts
|
||||
# 3. Message r/AI_Agents mods politely
|
||||
# 4. Build reputation through comments first
|
||||
```
|
||||
|
||||
**HF Space Not Updating:**
|
||||
```bash
|
||||
# Symptom: Data pushed but Space shows old data
|
||||
# Cause: HF rebuild failed or cached
|
||||
# Solution:
|
||||
cd ~/audit-log-viewer
|
||||
git log -1 # Verify commit pushed
|
||||
# Check HF Space logs: https://huggingface.co/spaces/tractatus-framework/audit-log-viewer/logs
|
||||
# Wait 5 minutes for rebuild
|
||||
# Force refresh browser cache (Ctrl+Shift+R)
|
||||
```
|
||||
|
||||
**Coordination Tracking Stopped:**
|
||||
```bash
|
||||
# Symptom: New audit logs show services_involved: []
|
||||
# Cause: Hook configuration changed or services not logging
|
||||
# Solution:
|
||||
# 1. Verify hook is running:
|
||||
cat .claude/settings.local.json | grep -A 5 "framework-audit-hook"
|
||||
|
||||
# 2. Test hook manually:
|
||||
echo '{"session_id":"test","tool_name":"Edit","tool_input":{"file_path":"test.txt"}}' | .claude/hooks/framework-audit-hook.js
|
||||
|
||||
# 3. Check database for recent coordinated decisions:
|
||||
mongosh tractatus_dev --eval 'db.auditLogs.find({"metadata.services_involved": {$ne: []}}).sort({timestamp: -1}).limit(1)'
|
||||
|
||||
# 4. If empty, re-apply coordination tracking implementation
|
||||
```
|
||||
|
||||
**Facebook Link Unavailable:**
|
||||
```bash
|
||||
# Symptom: Facebook shows "Link unavailable" for agenticgovernance.digital
|
||||
# Cause: Open Graph tags not detected or site not crawlable
|
||||
# Solution:
|
||||
# 1. Test with Facebook Sharing Debugger:
|
||||
# https://developers.facebook.com/tools/debug/?q=https://agenticgovernance.digital
|
||||
# 2. Verify Open Graph tags in HTML:
|
||||
curl -s https://agenticgovernance.digital | grep "og:"
|
||||
# 3. Request Facebook to re-scrape:
|
||||
# Use "Scrape Again" button in debugger
|
||||
```
|
||||
|
||||
### Future Enhancements
|
||||
|
||||
**Planned Features:**
|
||||
|
||||
1. **Automated HF Space Updates:**
|
||||
- Cron job to export and push data daily
|
||||
- Script: `scripts/auto-update-hf-space.sh`
|
||||
|
||||
2. **Reddit Bot Integration:**
|
||||
- Automated monitoring of relevant discussions
|
||||
- Weekly digest of governance-related posts
|
||||
|
||||
3. **Enhanced Coordination Metrics:**
|
||||
- Per-service coordination analysis
|
||||
- Temporal trends in coordination patterns
|
||||
- Anomaly detection in coordination rates
|
||||
|
||||
4. **Social Media Analytics:**
|
||||
- Track post performance metrics
|
||||
- A/B testing for content types
|
||||
- Community sentiment analysis
|
||||
|
||||
---
|
||||
|
||||
## References
|
||||
|
||||
**Internal Documentation:**
|
||||
- Framework Architecture: `docs/FRAMEWORK-ARCHITECTURE.md`
|
||||
- Session Management: `docs/SESSION_MANAGEMENT_ARCHITECTURE.md`
|
||||
- Instruction History: `.claude/instruction-history.json`
|
||||
- HF Presence Plan: `docs/outreach/HUGGINGFACE-PRESENCE-PLAN.md`
|
||||
|
||||
**External Links:**
|
||||
- Reddit r/AI_Agents: https://www.reddit.com/r/AI_Agents/
|
||||
- HF Space: https://huggingface.co/spaces/tractatus-framework/audit-log-viewer
|
||||
- Website: https://agenticgovernance.digital
|
||||
- GitHub: https://github.com/tractatus-framework
|
||||
- Substack: https://ridingthetiger.substack.com/chat
|
||||
|
||||
**Tools:**
|
||||
- MongoDB Shell: `mongosh tractatus_dev`
|
||||
- Export Script: `node scripts/export-hf-audit-data.js`
|
||||
- Reddit Account: u/tractatus-framework
|
||||
- HF Token: [Stored securely, not in repos]
|
||||
|
||||
---
|
||||
|
||||
**Document Version:** 1.0
|
||||
**Last Reviewed:** 2025-11-01
|
||||
**Next Review:** 2025-12-01
|
||||
BIN
public/images/tractatus-reddit-avatar-hd.png
Normal file
BIN
public/images/tractatus-reddit-avatar-hd.png
Normal file
Binary file not shown.
|
After Width: | Height: | Size: 200 KiB |
BIN
public/images/tractatus-reddit-avatar.png
Normal file
BIN
public/images/tractatus-reddit-avatar.png
Normal file
Binary file not shown.
|
After Width: | Height: | Size: 45 KiB |
185
scripts/export-hf-audit-data.js
Executable file
185
scripts/export-hf-audit-data.js
Executable file
|
|
@ -0,0 +1,185 @@
|
|||
#!/usr/bin/env node
|
||||
|
||||
/**
|
||||
* Export Anonymized Audit Data for Hugging Face Space
|
||||
*
|
||||
* Exports audit decisions from MongoDB in a safe, anonymized format
|
||||
* for the Tractatus Audit Log Viewer on Hugging Face Spaces.
|
||||
*
|
||||
* Usage: node scripts/export-hf-audit-data.js [--limit=1000]
|
||||
*/
|
||||
|
||||
const { MongoClient } = require('mongodb');
|
||||
const fs = require('fs');
|
||||
const path = require('path');
|
||||
|
||||
// MongoDB connection
|
||||
const MONGO_URI = process.env.MONGO_URI || 'mongodb://localhost:27017';
|
||||
const DB_NAME = 'tractatus_dev';
|
||||
|
||||
// Parse command line args
|
||||
const args = process.argv.slice(2);
|
||||
const limitArg = args.find(arg => arg.startsWith('--limit='));
|
||||
const LIMIT = limitArg ? parseInt(limitArg.split('=')[1]) : null;
|
||||
|
||||
async function exportAuditData() {
|
||||
console.log('🔍 Tractatus Audit Data Export for Hugging Face');
|
||||
console.log('================================================\n');
|
||||
|
||||
const client = new MongoClient(MONGO_URI);
|
||||
|
||||
try {
|
||||
await client.connect();
|
||||
console.log('✓ Connected to MongoDB');
|
||||
|
||||
const db = client.db(DB_NAME);
|
||||
const auditCollection = db.collection('auditLogs');
|
||||
|
||||
// Count total decisions
|
||||
const totalCount = await auditCollection.countDocuments();
|
||||
console.log(`✓ Found ${totalCount} total audit logs`);
|
||||
|
||||
if (LIMIT) {
|
||||
console.log(` → Limiting export to ${LIMIT} decisions`);
|
||||
}
|
||||
|
||||
// Build aggregation pipeline
|
||||
const pipeline = [
|
||||
{
|
||||
$project: {
|
||||
_id: 0,
|
||||
timestamp: '$timestamp',
|
||||
action: '$action',
|
||||
service: {
|
||||
$cond: {
|
||||
if: { $eq: ['$action', 'context_pressure_analysis'] },
|
||||
then: 'ContextPressureMonitor',
|
||||
else: {
|
||||
$cond: {
|
||||
if: { $regexMatch: { input: '$action', regex: /boundary/ } },
|
||||
then: 'BoundaryEnforcer',
|
||||
else: '$action'
|
||||
}
|
||||
}
|
||||
}
|
||||
},
|
||||
decision: {
|
||||
$cond: {
|
||||
if: '$allowed',
|
||||
then: 'allow',
|
||||
else: 'deny'
|
||||
}
|
||||
},
|
||||
boundary: '$boundary',
|
||||
boundary_domain: '$domain',
|
||||
context_pressure: '$metadata.pressure_level',
|
||||
metadata: '$metadata',
|
||||
// Exclude sensitive data
|
||||
// No file paths, no specific code, no user info
|
||||
}
|
||||
},
|
||||
{ $sort: { timestamp: -1 } }
|
||||
];
|
||||
|
||||
if (LIMIT) {
|
||||
pipeline.push({ $limit: LIMIT });
|
||||
}
|
||||
|
||||
console.log('\n📊 Exporting audit decisions...');
|
||||
|
||||
const decisions = await auditCollection.aggregate(pipeline).toArray();
|
||||
|
||||
console.log(`✓ Exported ${decisions.length} decisions`);
|
||||
|
||||
// Anonymize and clean data
|
||||
const anonymized = decisions.map(d => {
|
||||
// Clean boundary format
|
||||
let boundary = d.boundary || 'N/A';
|
||||
if (boundary && typeof boundary === 'string' && boundary.includes(':')) {
|
||||
// Format: "12.2: Innovation cannot be proceduralized"
|
||||
const parts = boundary.split(':');
|
||||
boundary = `${parts[0].trim()}: ${parts[1]?.trim() || ''}`.substring(0, 100);
|
||||
}
|
||||
|
||||
// Extract service name from action
|
||||
let service = d.service || 'Unknown';
|
||||
|
||||
// Determine if there was service coordination (check metadata)
|
||||
let coordination = [];
|
||||
if (d.metadata && d.metadata.services_involved) {
|
||||
coordination = d.metadata.services_involved;
|
||||
}
|
||||
|
||||
return {
|
||||
timestamp: d.timestamp,
|
||||
action: d.action,
|
||||
service: service,
|
||||
decision: d.decision || 'unknown',
|
||||
boundary: boundary,
|
||||
boundary_domain: d.boundary_domain || null,
|
||||
context_pressure: d.context_pressure || 'NORMAL',
|
||||
coordination: coordination
|
||||
};
|
||||
});
|
||||
|
||||
// Statistics
|
||||
console.log('\n📈 Export Statistics:');
|
||||
console.log(` Total decisions: ${anonymized.length}`);
|
||||
|
||||
const serviceCount = {};
|
||||
const decisionCount = {};
|
||||
const pressureCount = {};
|
||||
|
||||
anonymized.forEach(d => {
|
||||
serviceCount[d.service] = (serviceCount[d.service] || 0) + 1;
|
||||
decisionCount[d.decision] = (decisionCount[d.decision] || 0) + 1;
|
||||
pressureCount[d.context_pressure] = (pressureCount[d.context_pressure] || 0) + 1;
|
||||
});
|
||||
|
||||
console.log('\n By Service:');
|
||||
Object.entries(serviceCount).sort((a, b) => b[1] - a[1]).forEach(([service, count]) => {
|
||||
console.log(` ${service}: ${count}`);
|
||||
});
|
||||
|
||||
console.log('\n By Decision:');
|
||||
Object.entries(decisionCount).forEach(([decision, count]) => {
|
||||
console.log(` ${decision}: ${count}`);
|
||||
});
|
||||
|
||||
console.log('\n By Pressure Level:');
|
||||
Object.entries(pressureCount).forEach(([pressure, count]) => {
|
||||
console.log(` ${pressure}: ${count}`);
|
||||
});
|
||||
|
||||
// Write to JSON file
|
||||
const outputPath = path.join(__dirname, '..', 'hf-spaces', 'audit-log-viewer', 'audit-decisions.json');
|
||||
|
||||
// Ensure directory exists
|
||||
const outputDir = path.dirname(outputPath);
|
||||
if (!fs.existsSync(outputDir)) {
|
||||
fs.mkdirSync(outputDir, { recursive: true });
|
||||
console.log(`\n✓ Created output directory: ${outputDir}`);
|
||||
}
|
||||
|
||||
fs.writeFileSync(outputPath, JSON.stringify(anonymized, null, 2));
|
||||
|
||||
const fileSize = (fs.statSync(outputPath).size / 1024 / 1024).toFixed(2);
|
||||
console.log(`\n✓ Exported to: ${outputPath}`);
|
||||
console.log(` File size: ${fileSize} MB`);
|
||||
|
||||
console.log('\n✅ Export complete!');
|
||||
console.log('\nNext steps:');
|
||||
console.log(' 1. Review audit-decisions.json for any sensitive data');
|
||||
console.log(' 2. Copy to HF Space repository');
|
||||
console.log(' 3. Deploy Gradio app');
|
||||
|
||||
} catch (error) {
|
||||
console.error('❌ Export failed:', error);
|
||||
process.exit(1);
|
||||
} finally {
|
||||
await client.close();
|
||||
}
|
||||
}
|
||||
|
||||
// Run export
|
||||
exportAuditData();
|
||||
Loading…
Add table
Reference in a new issue