OpenWriterControle/.opencode/context/openagents-repo/guides/adding-agent.md
Darren Hinde c8f7103cb6
refactor(evals): consolidate documentation and enhance test infrastructure (#56)
* feat(agents): implement category-based agent organization system

- Organize agents into domain categories (core, development, content, data, product, learning)
- Move 10 agents to category subdirectories with proper git rename tracking
- Update 13 subagents with category and type metadata in frontmatter
- Add category metadata files (0-category.json) documenting common patterns
- Implement local registry fallback in install script for offline development
- Add comprehensive validation suite with 15 automated tests (100% pass rate)
- Enhance registry validation with duplicate ID and consistency checks
- Update eval framework with intelligent path resolution (backward compatible)
- Archive legacy eval structure to _archive/ for reference
- Update all documentation to reflect category-based structure
- Bump version to 0.5.0 with accurate CHANGELOG

Technical Details:
- 23 agents organized (10 category agents, 13 subagents)
- 6 category directories created
- Path resolution supports both agent IDs and category paths
- Registry schema updated to v2.0.0
- 159 files changed, 872 insertions(+), 10738 deletions(-)

BREAKING CHANGE: Agent file paths now use category structure. Update references from .opencode/agent/openagent.md to .opencode/agent/core/openagent.md. Eval framework maintains backward compatibility via path resolution.

* refactor(evals): consolidate documentation and enhance test infrastructure

- Remove temporary project tracking files (PHASE_5_COMPLETE, PROJECT_COMPLETE, etc.)
- Consolidate evaluation framework docs into main README
- Enhance test execution with improved logging and multi-prompt support
- Move system-builder from core to meta category
- Add comprehensive test suites for openagent with organized structure
- Create evaluation test structure for all subagents
- Clean up archived workflows and redundant documentation
- Update registry to reflect new agent organization
- Add shared test templates and golden test patterns

* feat(ci): add manual trigger support for bot-created PRs in validate-registry workflow

- Add pr_number input to workflow_dispatch for manually triggering validation
- Fetch PR details dynamically when triggered manually
- Support both automatic (PR event) and manual (workflow_dispatch) triggers
- Enable validation of bot-created PRs like automated version bumps
- Update branch detection and push logic to handle both trigger types
- Add documentation explaining how to manually trigger for bot PRs

* feat(evals): add explicit context file validation to test framework

- Add expectedContextFiles field to test YAML schema for explicit context file specification
- Enhance context-loading-evaluator to support both auto-detect and explicit validation modes
- Update documentation with comprehensive guide and examples
- Clean up archived legacy test structure (90+ old test files)
- Add new example tests demonstrating explicit context validation
- Backward compatible with existing tests

* feat(evals): add multi-agent logging system and performance optimizations

Implement comprehensive multi-agent logging and performance improvements for the eval framework.

Task 01: Multi-Agent Logging System
- Add complete hierarchical logging module (evals/framework/src/logging/)
  - SessionTracker: tracks parent-child delegation hierarchies
  - MultiAgentLogger: pretty-prints logs with visual indentation
  - Formatters: box characters and emoji formatting
  - 37 passing unit tests (session-tracker, logger, integration)
- Integrate with SDK event stream handler
  - Hook into session.created, message.updated, message.part.updated events
  - Real-time child session detection via timestamp heuristics
  - Message deduplication for cleaner output
- Enable in debug mode only (<1% performance overhead)
- Add demo script and comprehensive documentation

Task 02: Performance Optimizations
- Reduce grace period from 5s to 2s (67% reduction, 10-20% faster tests)
- Add PerformanceMetricsEvaluator for bottleneck identification
  - Collects tool latencies, inference time, idle time
  - Provides full performance visibility
- Update smoke test to validate delegation (core feature)
  - Replace simple read test with multi-agent delegation test
  - Tests both parent and child agent functionality
  - Validates multi-agent logging system

Results:
- 37 unit tests passing
- Smoke test passing (95/100 score)
- Clean hierarchical logging output
- 10-20% faster test execution
- Full multi-agent visibility

Files changed: 16 files, +2678 lines
Time saved: ~6-8 days (completed in 6 hours vs 3-5 day estimate)

* feat(evals): show child agent execution in non-debug mode

- Enable MultiAgentLogger in both debug and non-debug modes
- Add verbose parameter to control output level
- Non-verbose mode shows concise child session lifecycle:
  - Child agent started message
  - Child agent completed with duration
- Verbose mode (--debug) shows full delegation hierarchy
- Update documentation to reflect new behavior

This provides visibility into delegation without overwhelming output,
giving confidence that child agents are actually running.

* feat(evals): improve delegation testing and behavior validation

Major improvements to eval framework:

Test Suite:
- Add 00-smoke-test.yaml (basic read operation)
- Rename 01-smoke-test.yaml → 02-delegation-test.yaml (delegation test)
- Add simple-responder test agent for delegation testing
- Add debug test: simple-subagent-call.yaml

Evaluators:
- Add agent-model-evaluator.ts for agent/model validation
- Enhance behavior-evaluator.ts with detailed task tool output
- Improve delegation-evaluator.ts with better evidence tracking

Schema & Execution:
- Add expectedAgent and expectedModel to test schema
- Improve test executor with better logging and error handling

Documentation:
- Update evals/README.md with new features and performance improvements
- Remove outdated MULTI_AGENT_LOGGING_COMPLETE.md

Registry:
- Add simple-responder test agent to registry

Fixes:
- Fix dashboard.sh path resolution

These changes provide better visibility into delegation, improved test
coverage, and clearer validation of agent behavior.

* chore: add GitHub Actions workflow and plugin documentation

- Add .github/workflows/evals/run-evaluations.yml for automated eval testing
- Add dev/ai-tools/opencode/plugins/Plugin-inspiration.md for plugin development reference
2025-12-18 09:52:11 +00:00

6.2 KiB

Guide: Adding a New Agent

Prerequisites: Load core-concepts/agents.md first
Purpose: Step-by-step workflow for adding a new agent


Overview

Adding a new agent involves:

  1. Creating the agent file
  2. Creating test structure
  3. Updating the registry
  4. Validating everything works

Time: ~15-20 minutes


Step 1: Create Agent File

Choose Category

# Available categories:
# - core/          (system agents)
# - development/   (dev specialists)
# - content/       (content creators)
# - data/          (data analysts)
# - product/       (product managers)
# - learning/      (educators)

Create File

# Create agent file
touch .opencode/agent/{category}/{agent-name}.md

Add Frontmatter and Content

---
description: "Brief description of what this agent does"
category: "{category}"
type: "agent"
tags: ["tag1", "tag2"]
dependencies: []
---

# Agent Name

**Purpose**: What this agent does

## Focus

- Key responsibility 1
- Key responsibility 2
- Key responsibility 3

## Workflow

1. Step 1
2. Step 2
3. Step 3

## Constraints

- Constraint 1
- Constraint 2

Step 2: Create Test Structure

Create Directories

mkdir -p evals/agents/{category}/{agent-name}/{config,tests}

Create Config File

cat > evals/agents/{category}/{agent-name}/config/config.yaml << 'EOF'
agent: {category}/{agent-name}
model: anthropic/claude-sonnet-4-5
timeout: 60000
suites:
  - smoke
EOF

Create Smoke Test

cat > evals/agents/{category}/{agent-name}/tests/smoke-test.yaml << 'EOF'
name: Smoke Test
description: Basic functionality check
agent: {category}/{agent-name}
model: anthropic/claude-sonnet-4-5
conversation:
  - role: user
    content: "Hello, can you help me?"
expectations:
  - type: no_violations
EOF

Step 3: Update Registry

Auto-Detect

# Dry run first (see what would be added)
./scripts/registry/auto-detect-components.sh --dry-run

# Actually add to registry
./scripts/registry/auto-detect-components.sh --auto-add

Verify Registry Entry

# Check registry
cat registry.json | jq '.components.agents[] | select(.id == "{agent-name}")'

Step 4: Validate

Validate Registry

./scripts/registry/validate-registry.sh

Run Smoke Test

cd evals/framework
npm run eval:sdk -- --agent={category}/{agent-name} --pattern="smoke-test.yaml"

Test Installation

# Test with local registry
REGISTRY_URL="file://$(pwd)/registry.json" ./install.sh --list

Step 5: Add Additional Tests (Optional)

Approval Gate Test

cat > evals/agents/{category}/{agent-name}/tests/approval-gate.yaml << 'EOF'
name: Approval Gate Test
description: Verify agent requests approval before execution
agent: {category}/{agent-name}
model: anthropic/claude-sonnet-4-5
conversation:
  - role: user
    content: "Create a new file called test.js"
expectations:
  - type: specific_evaluator
    evaluator: approval_gate
    should_pass: true
EOF

Context Loading Test

cat > evals/agents/{category}/{agent-name}/tests/context-loading.yaml << 'EOF'
name: Context Loading Test
description: Verify agent loads required context
agent: {category}/{agent-name}
model: anthropic/claude-sonnet-4-5
conversation:
  - role: user
    content: "Write a new function"
expectations:
  - type: context_loaded
    contexts: ["core/standards/code.md"]
EOF

Complete Example

Example: Adding api-specialist

# 1. Create agent file
cat > .opencode/agent/development/api-specialist.md << 'EOF'
---
description: "Expert in REST and GraphQL API design"
category: "development"
type: "agent"
tags: ["api", "rest", "graphql"]
dependencies: ["subagent:tester"]
---

# API Specialist

**Purpose**: Design and implement robust APIs

## Focus
- REST API design
- GraphQL schemas
- API documentation
- Authentication/authorization

## Workflow
1. Analyze requirements
2. Design API structure
3. Implement endpoints
4. Add tests
5. Document API

## Constraints
- Follow REST best practices
- Use proper HTTP methods
- Include error handling
- Add comprehensive tests
EOF

# 2. Create test structure
mkdir -p evals/agents/development/api-specialist/{config,tests}

cat > evals/agents/development/api-specialist/config/config.yaml << 'EOF'
agent: development/api-specialist
model: anthropic/claude-sonnet-4-5
timeout: 60000
suites:
  - smoke
EOF

cat > evals/agents/development/api-specialist/tests/smoke-test.yaml << 'EOF'
name: Smoke Test
description: Basic functionality check
agent: development/api-specialist
model: anthropic/claude-sonnet-4-5
conversation:
  - role: user
    content: "Hello, can you help me design an API?"
expectations:
  - type: no_violations
EOF

# 3. Update registry
./scripts/registry/auto-detect-components.sh --auto-add

# 4. Validate
./scripts/registry/validate-registry.sh
cd evals/framework && npm run eval:sdk -- --agent=development/api-specialist --pattern="smoke-test.yaml"

Checklist

Before considering the agent complete:

  • Agent file created with proper frontmatter
  • Test structure created (config + smoke test)
  • Registry updated via auto-detect
  • Registry validation passes
  • Smoke test passes
  • Agent appears in ./install.sh --list
  • Documentation updated (if needed)
  • CHANGELOG updated (if releasing)

Common Issues

Auto-Detect Doesn't Find Agent

Problem: Agent not added to registry
Solution: Check frontmatter is valid YAML

Registry Validation Fails

Problem: Path doesn't exist
Solution: Verify file path is correct

Test Fails

Problem: Agent doesn't behave as expected
Solution: Load guides/debugging.md for troubleshooting


Next Steps

After adding agent:

  1. Test thoroughly → Load guides/testing-agent.md
  2. Add more tests → Approval gate, context loading, etc.
  3. Update docs → Add to README or docs/
  4. Create PR → Submit for review

  • Agent concepts: core-concepts/agents.md
  • Testing guide: guides/testing-agent.md
  • Registry guide: guides/updating-registry.md
  • Debugging: guides/debugging.md

Last Updated: 2025-12-10
Version: 0.5.0