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AGENTS.md

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# AI Engineering Harness
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## Overview
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This repository provides a configuration harness for AI coding agents. It contains reusable agents, commands, skills, and workflows that are symlinked to `~/.config/opencode/` via GNU Stow. The harness implements a structured "context engineering" workflow for AI-assisted development.
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**Primary Purpose**: Standardize AI agent tooling with battle-tested prompts, agents, and workflows across multiple projects.
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## Repository Structure
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```
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ai-engineering-harness/
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├── opencode/ # OpenCode configuration (symlinked to ~/.config/opencode/)
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│ ├── agents/ # Specialized sub-agents for Task tool
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│ │ ├── codebase-analyzer.md
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│ │ ├── codebase-locator.md
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│ │ ├── codebase-pattern-finder.md
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│ │ ├── thoughts-analyzer.md
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│ │ ├── thoughts-locator.md
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│ │ └── web-search-researcher.md
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│ ├── commands/ # Custom slash commands
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│ │ ├── commit.md
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│ │ ├── create_plan.md
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│ │ ├── debug.md
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│ │ ├── implement_plan.md
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│ │ ├── research_codebase.md
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│ │ └── validate_plan.md
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│ ├── skills/ # Auto-triggered behaviors
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│ │ ├── experimental-pr-workflow/
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│ │ ├── git-commit-helper/
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│ │ ├── init-harness/
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│ │ └── pr-description-generator/
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│ └── opencode.json # MCP server configuration
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├── thoughts/ # Context engineering artifacts
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│ ├── shared/ # Team-wide documents
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│ │ ├── tickets/ # Feature requests, bug reports
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│ │ ├── plans/ # Implementation plans
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│ │ └── research/ # Research documents
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│ └── global/ # Cross-repository concerns
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├── setup.sh # GNU Stow installation script
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├── README.md # User documentation
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└── LICENSE # Apache 2.0
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```
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## Key Components
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### Agents (`opencode/agents/`)
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Specialized sub-agents invoked via the Task tool:
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| Agent | Purpose |
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|-------|---------|
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| `codebase-analyzer` | Analyzes implementation details, traces data flow, explains how code works |
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| `codebase-locator` | Finds files and directories relevant to features or tasks |
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| `codebase-pattern-finder` | Discovers similar implementations and usage patterns |
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| `thoughts-analyzer` | Extracts insights from research documents in thoughts/ |
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| `thoughts-locator` | Discovers documents in thoughts/ directories |
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| `web-search-researcher` | Researches information from web sources |
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### Commands (`opencode/commands/`)
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Custom slash commands for workflows:
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| Command | Purpose |
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|---------|---------|
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| `/create_plan` | Create detailed implementation plans from tickets |
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| `/implement_plan` | Execute approved plans phase by phase |
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| `/validate_plan` | Verify implementation against plan specifications |
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| `/research_codebase` | Conduct comprehensive codebase research |
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| `/commit` | Create well-structured git commits |
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| `/debug` | Investigate issues during manual testing |
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### Skills (`opencode/skills/`)
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Auto-triggered behaviors based on context:
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| Skill | Trigger |
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|-------|---------|
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| `init-harness` | `/init-harness` command |
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| `git-commit-helper` | User says "commit" or similar |
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| `pr-description-generator` | Creating pull requests |
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| `experimental-pr-workflow` | Formalizing experimental work |
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## Context Engineering Workflow
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The harness implements a structured workflow:
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```
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Ticket → /create_plan → /implement_plan → /validate_plan → /commit
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```
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1. **Create a Ticket** in `thoughts/shared/tickets/` using the template
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2. **Generate a Plan** with `/create_plan thoughts/shared/tickets/PROJ-001.md`
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3. **Implement** with `/implement_plan thoughts/shared/plans/feature.md`
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4. **Validate** with `/validate_plan`
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5. **Commit** with `/commit`
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## Installation
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Uses GNU Stow for symlink management:
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```bash
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./setup.sh # Install (symlink to ~/.config/opencode/)
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./setup.sh --dry-run # Preview changes
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./setup.sh --restow # Update after changes
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./setup.sh --delete # Remove symlinks
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```
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## Key Patterns
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### Ticket-Driven Development
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All work starts with a ticket in `thoughts/shared/tickets/`. The ticket template at `thoughts/shared/tickets/ticket-template.md` provides structure for:
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- Problem statement
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- Requirements and acceptance criteria
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- Technical notes and affected components
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### Plan Files
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Plans in `thoughts/shared/plans/` contain:
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- Phased implementation steps
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- Success criteria (automated and manual)
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- Checkboxes that are updated during implementation
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### Agent-Based Research
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The codebase agents (`codebase-locator`, `codebase-analyzer`, `codebase-pattern-finder`) are designed to be spawned from commands like `/create_plan` for comprehensive research before planning.
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## Open Tickets
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Active development tracked in `thoughts/shared/tickets/`:
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- HARNESS-001: Add Claude Code support
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- HARNESS-002: Add Cursor support
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- HARNESS-003: Expand MCP server configurations
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- HARNESS-004: Create comprehensive documentation
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## Configuration
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### MCP Servers (`opencode/opencode.json`)
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Currently configured (disabled by default):
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- `kubernetes` - Kubernetes MCP server for cluster management

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