Peninsula School District's comprehensive Claude Code plugin system for AI-assisted software development.
One unified plugin combining battle-tested development workflows with self-improving meta-learning.
Version: 1.4.3 Status: ✅ Production-Ready Workflows + 🧪 Experimental Meta-Learning
# Install the marketplace
/plugin marketplace add psd401/psd-claude-coding-system
# Install the unified plugin (one command!)
/plugin install psd-claude-coding-system
# Start using immediately
/work 347 # Implement an issue
/test # Run tests
/meta_health # Check system status (after 2-4 weeks)Development Workflows (9 commands):
/work- Implement solutions + automatic security review on PR creation/architect- System architecture via architect-specialist agent/test- Comprehensive testing with coverage validation/review_pr- Handle PR feedback systematically/security_audit- Manual security audit wrapper (auto-runs in /work)/issue- AI-validated GitHub issues with latest docs + optional architecture/product-manager- Product specs → validated epic + auto-created sub-issues/compound_concepts- Find automation opportunities (manual)/clean_branch- Post-merge cleanup + automatic compound learning extraction
Meta-Learning Commands (9 commands):
/meta_health- Check system status & metrics/meta_analyze- Find patterns in your workflow/meta_learn- Get improvement suggestions/meta_implement- Apply improvements safely (with dry-run)/meta_improve- Full weekly improvement pipeline/meta_document- Auto-update documentation from code/meta_predict- Forecast future issues/meta_experiment- A/B test ideas safely/meta_evolve- Improve AI agents via genetic algorithms
Workflow Specialists (12 agents):
- NEW: architect-specialist, security-analyst-specialist
- Existing: backend-specialist, frontend-specialist, test-specialist, performance-optimizer, database-specialist, documentation-writer, llm-specialist, plan-validator, gpt-5
Meta-Learning Specialists (5 agents): meta-orchestrator, code-cleanup-specialist, pr-review-responder, document-validator, breaking-change-validator
Latest Models: All agents use claude-sonnet-4-5 and claude-opus-4-1 (Oct 2025) with extended-thinking enabled
- Getting Started (Coming soon)
- Workflow Plugin Guide (Coming soon)
- Meta-Learning System Guide (Coming soon)
- Architecture (Coming soon)
For detailed planning docs, see:
- Desktop:
~/Desktop/PSD-Meta-Learning-System-Plan.md(Full 6-phase plan) - Desktop:
~/Desktop/PSD-Plugin-Migration-Guide.md(Installation guide)
/plugin marketplace add psd401/psd-claude-coding-system
/plugin install psd-claude-coding-system/plugin marketplace add ~/non-ic-code/psd-claude-coding-system
/plugin install psd-claude-coding-system# Work on an issue
/work 347
# Run tests
/test
# Review PR
/review_pr 123
# Clean up after merge
/clean_branch# Let it observe for a week, then:
/meta_analyze
# See improvement suggestions
/meta_learn
# Check system health
/meta_health- ✅ 9 battle-tested development commands
- ✅ 10 workflow specialist agents
- ✅ Compound engineering principles built-in
- ✅ Latest Claude models (Sonnet 4.5, Opus 4.1)
- ✅ Extended thinking enabled for deep analysis
- 🧪 Automatic telemetry via hooks (NEW in v1.1.0)
- 🧪 Pattern detection and analysis
- 🧪 Auto-improvement suggestions with confidence scores
- 🧪 Agent evolution via genetic algorithms
- 🧪 Predictive issue detection (70%+ accuracy)
- 🧪 Living documentation generation
- 🧪 A/B testing framework for safe experimentation
- 🚀 Hook-based telemetry - Reliable, zero-config usage tracking
- 🚀 Unified plugin - One install, one version, simpler architecture
- 🚀 Automatic agent tracking - SubagentStop hook tracks all agent invocations
- 🚀 Improved reliability - No reliance on AI executing bash blocks
Version: 1.4.3 Status: ✅ Production-Ready Workflows + 🧪 Experimental Meta-Learning Stability: Workflow commands battle-tested, meta-learning in active development
Enhanced Issue & Architecture Workflow:
/issuecommand now:- Auto-detects complexity and invokes architecture design when needed
- Validates plans with GPT-5 (via plan-validator) before creating issues
- Always uses current documentation (dynamic date queries, MCP servers)
- Only asks clarifying questions when critically needed
/architectrefactored to use architect-specialist agent (shared with /issue)/product-managernow validates breakdown with plan-validator and uses/issuefor sub-issues
Automatic Security Review:
/workcommand now automatically runs security analysis after PR creation- Single consolidated security review comment (no more spam)
- Powered by new security-analyst-specialist agent
/security_auditstill available for manual audits
Compound Learning Extraction:
/clean_branchnow automatically analyzes merged PRs for learning opportunities- Extracts patterns: type safety issues, testing gaps, security concerns, iteration problems
- Generates actionable suggestions using compound engineering framework
- Saves insights to telemetry data for meta-learning system
- No manual
/compound_conceptsinvocation needed (still available standalone)
New Agents:
architect-specialist- Shared architecture design logicsecurity-analyst-specialist- Comprehensive security analysis
Enhanced plan-validator:
- Now uses GPT-5 with high reasoning effort (
model_reasoning_effort="high") - Provides deeper analysis for plan validation
Telemetry Cleanup:
- Removed obsolete manual telemetry code from all commands
- Hook-based telemetry (v1.1.0+) handles everything automatically
We welcome contributions! Please:
- Fork the repository
- Create a feature branch
- Make your changes
- Test locally
- Submit a pull request
- Author: Kris Hagel (hagelk@psd401.net)
- Organization: Peninsula School District
- Repository: psd401/psd-claude-coding-system
MIT License - see LICENSE for details
Built with Claude Code by Anthropic, incorporating compound engineering principles for systematic improvement.
Peninsula School District - Innovating education through technology