chore: Prepare v1.0.0 for PyPI release

- Update all GitHub links to intersystems-community org
- Bump version to 1.0.0 in __init__.py and module.xml
- Convert all relative links to absolute for PyPI rendering
- Update docs/ to use community repo URLs
- Build and validate PyPI package

Author: tom-dyar

.mcp.json

@@ -0,0 +1,23 @@
+{
+  "mcpServers": {
+    "qwen-impl": {
+      "type": "stdio",
+      "command": "/Users/tdyar/ws/productivity-framework/tools/qwen-mcp/venv/bin/python",
+      "args": ["/Users/tdyar/ws/productivity-framework/tools/qwen-mcp/qwen_mcp_server.py"],
+      "env": {
+        "QWEN_BASE_URL": "${QWEN_BASE_URL}",
+        "QWEN_MODEL": "${QWEN_MODEL}",
+        "GEMINI_API_KEY": "${GEMINI_API_KEY}",
+        "GEMINI_MODEL": "${GEMINI_MODEL}"
+      }
+    },
+    "gemini-impl": {
+      "type": "stdio",
+      "command": "/Users/tdyar/ws/productivity-framework/tools/gemini-mcp/venv/bin/python",
+      "args": ["/Users/tdyar/ws/productivity-framework/tools/gemini-mcp/gemini_mcp_server.py"],
+      "env": {
+        "GEMINI_API_KEY": "${GEMINI_API_KEY}"
+      }
+    }
+  }
+}

.specify/model-routing.yaml

@@ -0,0 +1,78 @@
+# Model Routing Configuration for SpecKit
+# Defines which models/tools to use for each workflow phase
+
+phases:
+  # Clarification phase - quick, cheap interactions
+  clarify:
+    orchestrator_model_alias: haiku
+    description: "Use Haiku for clarifying specs, asking questions, small edits"
+
+  # Task breakdown phase - structured analysis
+  tasks:
+    orchestrator_model_alias: haiku
+    description: "Use Haiku for breaking down work into tasks"
+
+  # Planning phase - deeper reasoning required
+  plan:
+    orchestrator_model_alias: opusplan
+    description: "Use Opus Plan Mode for architecture and planning (executes on Sonnet)"
+
+  # Implementation phase - high token volume, use Qwen (free on VPN) with Gemini fallback
+  implement:
+    tool: qwen_implement
+    orchestrator_model_alias: sonnet
+    description: "Use Qwen (free on VPN) or Gemini fallback for code implementation, Sonnet for orchestration"
+
+  # Review phase - validation and checking
+  review:
+    orchestrator_model_alias: sonnet
+    description: "Use Sonnet for code review and validation"
+
+  # Complex architecture - only when truly needed
+  architect:
+    orchestrator_model_alias: opus
+    description: "Reserve Opus for cross-service architecture decisions"
+
+# Model tier descriptions for agent context
+model_tiers:
+  haiku:
+    use_for:
+      - "Clarifying specs and requirements"
+      - "Small edits and summaries"
+      - "Task breakdown and checklists"
+      - "Quick questions and answers"
+    cost: "lowest"
+
+  sonnet:
+    use_for:
+      - "Planning within a single service"
+      - "Validating plans and checklists"
+      - "Coordinating implementation"
+      - "Code review"
+    cost: "moderate"
+
+  qwen:
+    use_for:
+      - "Code implementation (when on VPN)"
+      - "Large refactors and multi-file edits"
+      - "Generating patches and diffs"
+      - "High-volume code generation"
+    cost: "free (VPN only, falls back to Gemini)"
+    tool: "qwen_implement"
+
+  gemini_flash:
+    use_for:
+      - "Code implementation (fallback when off VPN)"
+      - "Same as Qwen but always available"
+    cost: "low (via MCP tool)"
+    tool: "gemini_implement"
+
+  opus:
+    use_for:
+      - "Cross-service architecture decisions"
+      - "Extremely complex reasoning"
+      - "Novel problem solving"
+    cost: "highest - use sparingly"
+
+# Default model when not in a specific phase
+default_model: sonnet

README.md

@@ -30,7 +30,7 @@ Connect **any PostgreSQL-compatible tool** to InterSystems IRIS without custom d
 ### Docker (Fastest - 60 seconds)
 
 ```bash
-git clone https://github.com/isc-tdyar/iris-pgwire.git
+git clone https://github.com/intersystems-community/iris-pgwire.git
 cd iris-pgwire
 docker-compose up -d
 
@@ -274,7 +274,7 @@ conn = psycopg.connect("host=localhost port=5432 user=_SYSTEM password=SYS dbnam
 **IRIS Wallet**: Encrypted credential storage with audit trail (zero plain-text passwords in code)
 **SCRAM-SHA-256**: Industry best practice for password authentication (replaces deprecated MD5)
 
-See [Authentication Guide](https://github.com/isc-tdyar/iris-pgwire/blob/main/docs/DEPLOYMENT.md#authentication) for detailed configuration
+See [Authentication Guide](https://github.com/intersystems-community/iris-pgwire/blob/main/docs/DEPLOYMENT.md#authentication) for detailed configuration
 
 ---
 
@@ -304,7 +304,7 @@ docker-compose --profile bi-tools up superset
 # Access: http://localhost:8088 (admin / admin)
 ```
 
-**Try the Healthcare Demo**: Complete working example with 250 patient records and 400 lab results - see [Superset Healthcare Example](https://github.com/isc-tdyar/iris-pgwire/blob/main/examples/superset-iris-healthcare/README.md) for <10 minute setup.
+**Try the Healthcare Demo**: Complete working example with 250 patient records and 400 lab results - see [Superset Healthcare Example](https://github.com/intersystems-community/iris-pgwire/blob/main/examples/superset-iris-healthcare/README.md) for <10 minute setup.
 
 #### Metabase
 User-friendly business intelligence tool with visual query builder.
@@ -354,7 +354,7 @@ LIMIT 10
 - ✅ Binary parameter encoding (40% more compact than text)
 - ✅ 100% success rate across all dimensions and execution paths
 
-**Detailed Benchmarks**: See [benchmarks/README_4WAY.md](https://github.com/isc-tdyar/iris-pgwire/blob/main/benchmarks/README_4WAY.md) and [Vector Parameter Binding](https://github.com/isc-tdyar/iris-pgwire/blob/main/docs/VECTOR_PARAMETER_BINDING.md)
+**Detailed Benchmarks**: See [benchmarks/README_4WAY.md](https://github.com/intersystems-community/iris-pgwire/blob/main/benchmarks/README_4WAY.md) and [Vector Parameter Binding](https://github.com/intersystems-community/iris-pgwire/blob/main/docs/VECTOR_PARAMETER_BINDING.md)
 
 ---
 
@@ -400,7 +400,7 @@ LIMIT 10
 - **Query Translation**: SQL rewriting, pgvector → IRIS vector functions
 - **Connection Pooling**: Async pool with configurable limits (DBAPI backend)
 
-**Detailed Architecture**: See [Dual-Path Architecture](https://github.com/isc-tdyar/iris-pgwire/blob/main/docs/DUAL_PATH_ARCHITECTURE.md)
+**Detailed Architecture**: See [Dual-Path Architecture](https://github.com/intersystems-community/iris-pgwire/blob/main/docs/DUAL_PATH_ARCHITECTURE.md)
 
 ---
 
@@ -417,7 +417,7 @@ LIMIT 10
 
 ```bash
 # Clone repository
-git clone https://github.com/isc-tdyar/iris-pgwire.git
+git clone https://github.com/intersystems-community/iris-pgwire.git
 cd iris-pgwire
 
 # Start services
@@ -475,19 +475,19 @@ irispython -m iris_pgwire.server
 ## 📚 Documentation
 
 ### Getting Started
-- **[Installation Guide](https://github.com/isc-tdyar/iris-pgwire/blob/main/docs/DEPLOYMENT.md)** - Detailed deployment instructions
-- **[BI Tools Setup](https://github.com/isc-tdyar/iris-pgwire/blob/main/examples/BI_TOOLS_SETUP.md)** - Superset, Metabase, Grafana integration
-- **[Developer Guide](https://github.com/isc-tdyar/iris-pgwire/blob/main/docs/developer_guide.md)** - Development setup and contribution
+- **[Installation Guide](https://github.com/intersystems-community/iris-pgwire/blob/main/docs/DEPLOYMENT.md)** - Detailed deployment instructions
+- **[BI Tools Setup](https://github.com/intersystems-community/iris-pgwire/blob/main/examples/BI_TOOLS_SETUP.md)** - Superset, Metabase, Grafana integration
+- **[Developer Guide](https://github.com/intersystems-community/iris-pgwire/blob/main/docs/developer_guide.md)** - Development setup and contribution
 
 ### Core Features
-- **[Vector Parameter Binding](https://github.com/isc-tdyar/iris-pgwire/blob/main/docs/VECTOR_PARAMETER_BINDING.md)** - High-dimensional vector support
-- **[DBAPI Backend Guide](https://github.com/isc-tdyar/iris-pgwire/blob/main/docs/DBAPI_BACKEND.md)** - Connection pooling configuration
-- **[Testing Guide](https://github.com/isc-tdyar/iris-pgwire/blob/main/docs/testing.md)** - Test framework and validation
+- **[Vector Parameter Binding](https://github.com/intersystems-community/iris-pgwire/blob/main/docs/VECTOR_PARAMETER_BINDING.md)** - High-dimensional vector support
+- **[DBAPI Backend Guide](https://github.com/intersystems-community/iris-pgwire/blob/main/docs/DBAPI_BACKEND.md)** - Connection pooling configuration
+- **[Testing Guide](https://github.com/intersystems-community/iris-pgwire/blob/main/docs/testing.md)** - Test framework and validation
 
 ### Architecture
-- **[Dual-Path Architecture](https://github.com/isc-tdyar/iris-pgwire/blob/main/docs/DUAL_PATH_ARCHITECTURE.md)** - DBAPI vs Embedded execution
-- **[Embedded Python Servers](https://github.com/isc-tdyar/iris-pgwire/blob/main/docs/EMBEDDED_PYTHON_SERVERS_HOWTO.md)** - Running inside IRIS
-- **[Client Compatibility](https://github.com/isc-tdyar/iris-pgwire/blob/main/docs/CLIENT_RECOMMENDATIONS.md)** - PostgreSQL client matrix
+- **[Dual-Path Architecture](https://github.com/intersystems-community/iris-pgwire/blob/main/docs/DUAL_PATH_ARCHITECTURE.md)** - DBAPI vs Embedded execution
+- **[Embedded Python Servers](https://github.com/intersystems-community/iris-pgwire/blob/main/docs/EMBEDDED_PYTHON_SERVERS_HOWTO.md)** - Running inside IRIS
+- **[Client Compatibility](https://github.com/intersystems-community/iris-pgwire/blob/main/docs/CLIENT_RECOMMENDATIONS.md)** - PostgreSQL client matrix
 
 ---
 
@@ -508,7 +508,7 @@ irispython -m iris_pgwire.server
 **SSL/TLS**: Delegated to reverse proxy (nginx/HAProxy) - industry-standard pattern matching QuestDB, Tailscale pgproxy
 **Kerberos**: Not implemented - matches PgBouncer, YugabyteDB, PGAdapter (use OAuth 2.0 instead)
 
-See [KNOWN_LIMITATIONS.md](https://github.com/isc-tdyar/iris-pgwire/blob/main/KNOWN_LIMITATIONS.md) for detailed deployment guidance and industry comparison
+See [KNOWN_LIMITATIONS.md](https://github.com/intersystems-community/iris-pgwire/blob/main/KNOWN_LIMITATIONS.md) for detailed deployment guidance and industry comparison
 
 ---
 
@@ -543,7 +543,7 @@ Connection path latency comparison (50 iterations, 128-dimensional vectors):
 - PGWire adds ~4ms protocol translation overhead for PostgreSQL client compatibility
 - For maximum performance, use IRIS DBAPI driver directly when PostgreSQL compatibility isn't required
 
-*Benchmarks from 2025-10-05. See [benchmarks/README_4WAY.md](https://github.com/isc-tdyar/iris-pgwire/blob/main/benchmarks/README_4WAY.md) for methodology.*
+*Benchmarks from 2025-10-05. See [benchmarks/README_4WAY.md](https://github.com/intersystems-community/iris-pgwire/blob/main/benchmarks/README_4WAY.md) for methodology.*
 
 **Run Your Own Benchmarks**:
 ```bash
@@ -563,7 +563,7 @@ python3 benchmarks/4way_comparison.py \
 
 ```bash
 # Clone repository
-git clone https://github.com/isc-tdyar/iris-pgwire.git
+git clone https://github.com/intersystems-community/iris-pgwire.git
 cd iris-pgwire
 
 # Install development dependencies
@@ -582,7 +582,7 @@ pytest -v
 
 ## 🔗 Links
 
-- **Repository**: https://github.com/isc-tdyar/iris-pgwire
+- **Repository**: https://github.com/intersystems-community/iris-pgwire
 - **IRIS Documentation**: https://docs.intersystems.com/iris/
 - **PostgreSQL Protocol**: https://www.postgresql.org/docs/current/protocol.html
 - **pgvector**: https://github.com/pgvector/pgvector
@@ -591,7 +591,7 @@ pytest -v
 
 ## 📄 License
 
-MIT License - See [LICENSE](https://github.com/isc-tdyar/iris-pgwire/blob/main/LICENSE) for details
+MIT License - See [LICENSE](https://github.com/intersystems-community/iris-pgwire/blob/main/LICENSE) for details
 
 ---
 
@@ -672,4 +672,4 @@ with psycopg.connect("host=localhost port=5432 dbname=USER") as conn:
 
 ---
 
-**Questions?** File an issue on [GitHub](https://github.com/isc-tdyar/iris-pgwire/issues)
+**Questions?** File an issue on [GitHub](https://github.com/intersystems-community/iris-pgwire/issues)

docs/DUAL_PATH_ARCHITECTURE.md

@@ -320,9 +320,9 @@ class TestDualPathComparison:
 
 ## References
 
-- HNSW Investigation: [docs/HNSW_INVESTIGATION.md](https://github.com/isc-tdyar/iris-pgwire/blob/main/docs/HNSW_INVESTIGATION.md)
-- Constitutional Governance: [src/iris_pgwire/constitutional.py](https://github.com/isc-tdyar/iris-pgwire/blob/main/src/iris_pgwire/constitutional.py)
-- CLAUDE.md: [CLAUDE.md](https://github.com/isc-tdyar/iris-pgwire/blob/main/CLAUDE.md)
+- HNSW Investigation: [docs/HNSW_INVESTIGATION.md](https://github.com/intersystems-community/iris-pgwire/blob/main/docs/HNSW_INVESTIGATION.md)
+- Constitutional Governance: [src/iris_pgwire/constitutional.py](https://github.com/intersystems-community/iris-pgwire/blob/main/src/iris_pgwire/constitutional.py)
+- CLAUDE.md: [CLAUDE.md](https://github.com/intersystems-community/iris-pgwire/blob/main/CLAUDE.md)
 - User Requirement: "we need to put this in the specs and constitution!!!!!!!"
 
 ## Constitutional Status

docs/articles/developer-community-article.md

@@ -95,7 +95,7 @@ IRIS PGWire is my Christmas gift to the InterSystems developer community. It's a
 
 ```bash
 # Quick Start
-git clone https://github.com/isc-tdyar/iris-pgwire.git
+git clone https://github.com/intersystems-community/iris-pgwire.git
 cd iris-pgwire
 docker-compose up -d
 
@@ -218,7 +218,7 @@ Every user story in the spec maps to acceptance criteria. Every acceptance crite
 ## Try It Yourself
 
 ### IRIS PGWire
-- **GitHub**: https://github.com/isc-tdyar/iris-pgwire
+- **GitHub**: https://github.com/intersystems-community/iris-pgwire
 - **Open Exchange**: Coming soon!
 - **Quick Start**: 60 seconds with Docker
 
@@ -247,7 +247,7 @@ Happy Holidays from InterSystems. May your prompts be clear and your tests be gr
 
 ## Resources
 
-- [IRIS PGWire GitHub Repository](https://github.com/isc-tdyar/iris-pgwire) - The "after" (27 specs, 171 tests)
+- [IRIS PGWire GitHub Repository](https://github.com/intersystems-community/iris-pgwire) - The "after" (27 specs, 171 tests)
 - [Internal project started a few months ago](https://github.com/isc-tdyar/iris-vector-rag) - The "before" (no specs, AI slop)
 - [specify-kit Claude Code Workflow](https://github.com/ProfSynapse/specify-kit)
 - [Kiro - AWS Spec-Driven Development](https://kiro.dev)

docs/presentations/speckit-internal-talk.md

@@ -170,7 +170,7 @@ Creates a feature branch and spec from natural language.
 - Success Criteria (measurable outcomes)
 - Key Entities
 
-[View Example: specs/028-readme-performance/spec.md](https://github.com/isc-tdyar/iris-pgwire/blob/028-readme-performance/specs/028-readme-performance/spec.md)
+[View Example: specs/028-readme-performance/spec.md](https://github.com/intersystems-community/iris-pgwire/blob/028-readme-performance/specs/028-readme-performance/spec.md)
 
 ---
 
@@ -198,7 +198,7 @@ Scans spec for ambiguities and asks targeted questions (max 5).
   → A: Smoke test - Copy-paste and run each example manually
 ```
 
-[View Example: specs/026-doc-review/spec.md](https://github.com/isc-tdyar/iris-pgwire/blob/main/specs/026-doc-review/spec.md)
+[View Example: specs/026-doc-review/spec.md](https://github.com/intersystems-community/iris-pgwire/blob/main/specs/026-doc-review/spec.md)
 
 ---
 
@@ -220,7 +220,7 @@ specs/026-doc-review/
 - Constitution check (principles verification)
 - Phase-by-phase implementation approach
 
-[View Example: specs/026-doc-review/plan.md](https://github.com/isc-tdyar/iris-pgwire/blob/main/specs/026-doc-review/plan.md)
+[View Example: specs/026-doc-review/plan.md](https://github.com/intersystems-community/iris-pgwire/blob/main/specs/026-doc-review/plan.md)
 
 ---
 
@@ -252,7 +252,7 @@ Breaks plan into ordered, executable tasks:
 - Phase 3 (Accuracy): Can run parallel with Phase 2
 ```
 
-[View Example: specs/026-doc-review/tasks.md](https://github.com/isc-tdyar/iris-pgwire/blob/main/specs/026-doc-review/tasks.md)
+[View Example: specs/026-doc-review/tasks.md](https://github.com/intersystems-community/iris-pgwire/blob/main/specs/026-doc-review/tasks.md)
 
 ---
 
@@ -429,11 +429,11 @@ Every `/plan` checks against constitution. Violations flagged.
 
 ## Resources
 
-- **This Project**: [github.com/isc-tdyar/iris-pgwire](https://github.com/isc-tdyar/iris-pgwire)
-- **Example Spec (026)**: [specs/026-doc-review/](https://github.com/isc-tdyar/iris-pgwire/tree/main/specs/026-doc-review)
-- **Example Spec (028)**: [specs/028-readme-performance/](https://github.com/isc-tdyar/iris-pgwire/tree/028-readme-performance/specs/028-readme-performance)
-- **SpecKit Commands**: [.claude/commands/](https://github.com/isc-tdyar/iris-pgwire/tree/main/.claude/commands)
-- **Templates**: [.specify/templates/](https://github.com/isc-tdyar/iris-pgwire/tree/main/.specify/templates)
+- **This Project**: [github.com/intersystems-community/iris-pgwire](https://github.com/intersystems-community/iris-pgwire)
+- **Example Spec (026)**: [specs/026-doc-review/](https://github.com/intersystems-community/iris-pgwire/tree/main/specs/026-doc-review)
+- **Example Spec (028)**: [specs/028-readme-performance/](https://github.com/intersystems-community/iris-pgwire/tree/028-readme-performance/specs/028-readme-performance)
+- **SpecKit Commands**: [.claude/commands/](https://github.com/intersystems-community/iris-pgwire/tree/main/.claude/commands)
+- **Templates**: [.specify/templates/](https://github.com/intersystems-community/iris-pgwire/tree/main/.specify/templates)
 
 ---
 

src/iris_pgwire/__init__.py

@@ -6,7 +6,7 @@
 caretdev/sqlalchemy-iris.
 """
 
-__version__ = "0.1.0"
+__version__ = "1.0.0"
 __author__ = "IRIS PGWire Team"
 
 # Don't import server/protocol in __init__ to avoid sys.modules conflicts