diff --git a/plugins/conductor/skills/context-driven-development/SKILL.md b/plugins/conductor/skills/context-driven-development/SKILL.md
index 0b29c71..f44a1f0 100644
--- a/plugins/conductor/skills/context-driven-development/SKILL.md
+++ b/plugins/conductor/skills/context-driven-development/SKILL.md
@@ -1,6 +1,12 @@
 ---
 name: context-driven-development
-description: Use this skill when working with Conductor's context-driven development methodology, managing project context artifacts, or understanding the relationship between product.md, tech-stack.md, and workflow.md files.
+description: >-
+  Creates and maintains project context artifacts (product.md, tech-stack.md, workflow.md, tracks.md)
+  in a `conductor/` directory. Scaffolds new projects from scratch, extracts context from existing
+  codebases, validates artifact consistency before implementation, and synchronizes documents as the
+  project evolves. Use when setting up a project, creating or updating product docs, managing a tech
+  stack file, defining development workflows, tracking work units, onboarding to an existing codebase,
+  or running project scaffolding.
 version: 1.0.0
 ---
 
@@ -133,6 +139,8 @@ Update when:
 - Track status changes
 - Tracks are completed or archived
 
+See [references/artifact-templates.md](references/artifact-templates.md) for copy-paste starter templates.
+
 ## Context Maintenance Principles
 
 ### Keep Artifacts Synchronized
diff --git a/plugins/conductor/skills/context-driven-development/references/artifact-templates.md b/plugins/conductor/skills/context-driven-development/references/artifact-templates.md
new file mode 100644
index 0000000..706171d
--- /dev/null
+++ b/plugins/conductor/skills/context-driven-development/references/artifact-templates.md
@@ -0,0 +1,154 @@
+# Artifact Templates
+
+Starter templates for each Conductor context artifact. Copy and fill in for new projects.
+
+> Contributed by [@fernandezbaptiste](https://github.com/fernandezbaptiste) ([#437](https://github.com/wshobson/agents/pull/437))
+
+## product.md
+
+```markdown
+# [Product Name]
+
+> One-line description of what this product does.
+
+## Problem
+
+What problem does this solve and for whom?
+
+## Solution
+
+High-level approach to solving the problem.
+
+## Target Users
+
+| Persona | Needs | Pain Points |
+|---|---|---|
+| Persona 1 | What they need | What frustrates them |
+
+## Core Features
+
+| Feature | Status | Description |
+|---|---|---|
+| Feature A | planned | What it does |
+| Feature B | implemented | What it does |
+
+## Success Metrics
+
+| Metric | Target | Current |
+|---|---|---|
+| Metric 1 | target value | - |
+
+## Roadmap
+
+- **Phase 1**: scope
+- **Phase 2**: scope
+```
+
+## tech-stack.md
+
+```markdown
+# Tech Stack
+
+## Languages & Frameworks
+
+| Technology | Version | Purpose |
+|---|---|---|
+| Python | 3.12 | Backend API |
+| React | 18.x | Frontend UI |
+
+## Key Dependencies
+
+| Package | Version | Rationale |
+|---|---|---|
+| FastAPI | 0.100+ | REST API framework |
+| SQLAlchemy | 2.x | ORM and database access |
+
+## Infrastructure
+
+| Component | Choice | Notes |
+|---|---|---|
+| Hosting | AWS ECS | Production containers |
+| Database | PostgreSQL 16 | Primary data store |
+| CI/CD | GitHub Actions | Build and deploy |
+
+## Dev Tools
+
+| Tool | Purpose | Config |
+|---|---|---|
+| pytest | Testing (target: 80% coverage) | pyproject.toml |
+| ruff | Linting + formatting | ruff.toml |
+```
+
+## workflow.md
+
+```markdown
+# Workflow
+
+## Methodology
+
+TDD with trunk-based development.
+
+## Git Conventions
+
+- **Branch naming**: `feature/<track-id>-description`
+- **Commit format**: `type(scope): message`
+- **PR requirements**: 1 approval, all checks green
+
+## Quality Gates
+
+| Gate | Requirement |
+|---|---|
+| Tests | All pass, coverage >= 80% |
+| Lint | Zero errors |
+| Review | At least 1 approval |
+| Types | No type errors |
+
+## Deployment
+
+1. PR merged to main
+2. CI runs tests + build
+3. Auto-deploy to staging
+4. Manual promotion to production
+```
+
+## tracks.md
+
+```markdown
+# Tracks
+
+## Active
+
+| ID | Title | Status | Priority | Assignee |
+|---|---|---|---|---|
+| TRACK-001 | Feature name | in-progress | high | @person |
+
+## Completed
+
+| ID | Title | Completed |
+|---|---|---|
+| TRACK-000 | Initial setup | 2024-01-15 |
+```
+
+## product-guidelines.md
+
+```markdown
+# Product Guidelines
+
+## Voice & Tone
+
+- Professional but approachable
+- Direct and concise
+- Technical where needed, plain language by default
+
+## Terminology
+
+| Term | Use | Don't Use |
+|---|---|---|
+| workspace | preferred | project, repo |
+| track | preferred | ticket, issue |
+
+## Error Messages
+
+Format: `[Component] What happened. What to do next.`
+Example: `[Auth] Session expired. Please sign in again.`
+```