OpenWriterControle/.opencode/context/openagents-repo/quick-start.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

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Markdown

# OpenAgents Repository - Quick Start
**Purpose**: Get oriented in this repo in 2 minutes
---
## What Is This Repo?
OpenAgents is an AI agent framework with:
- **Category-based agents** (core, development, content, data, product, learning)
- **Eval framework** for testing agent behavior
- **Registry system** for component distribution
- **Install system** for easy setup
---
## Core Concepts (Load These First)
Before working on this repo, understand these 4 systems:
1. **Agents** → Load: `core-concepts/agents.md`
- How agents are structured
- Category system
- Prompt variants
- Subagents vs category agents
2. **Evals** → Load: `core-concepts/evals.md`
- How testing works
- Running tests
- Evaluators
- Session collection
3. **Registry** → Load: `core-concepts/registry.md`
- How components are tracked
- Auto-detect system
- Validation
- Install system
4. **Categories** → Load: `core-concepts/categories.md`
- How organization works
- Naming conventions
- Path patterns
---
## I Need To...
| Task | Load These Files |
|------|------------------|
| Add a new agent | `core-concepts/agents.md` + `guides/adding-agent.md` |
| Test an agent | `core-concepts/evals.md` + `guides/testing-agent.md` |
| Fix registry | `core-concepts/registry.md` + `guides/updating-registry.md` |
| Debug issue | `guides/debugging.md` |
| Find files | `lookup/file-locations.md` |
| Create release | `guides/creating-release.md` |
---
## Essential Paths (Top 15)
```
.opencode/agent/core/ # Core agents (openagent, opencoder)
.opencode/agent/{category}/ # Category agents
.opencode/agent/subagents/ # Subagents
evals/agents/{category}/{agent}/ # Agent tests
evals/framework/src/ # Eval framework code
registry.json # Component catalog
install.sh # Installer
scripts/registry/validate-registry.sh # Validate registry
scripts/registry/auto-detect-components.sh # Auto-detect components
scripts/validation/validate-test-suites.sh # Validate tests
.opencode/context/ # Context files
.opencode/command/ # Slash commands
docs/ # Documentation
VERSION # Current version
package.json # Node dependencies
```
---
## Common Commands (Top 10)
```bash
# Add new agent (auto-detect)
./scripts/registry/auto-detect-components.sh --auto-add
# Validate registry
./scripts/registry/validate-registry.sh
# Test agent
cd evals/framework && npm run eval:sdk -- --agent={category}/{agent}
# Run smoke test
cd evals/framework && npm run eval:sdk -- --agent={agent} --pattern="smoke-test.yaml"
# Test with debug
cd evals/framework && npm run eval:sdk -- --agent={agent} --debug
# Validate test suites
./scripts/validation/validate-test-suites.sh
# Install locally (test)
REGISTRY_URL="file://$(pwd)/registry.json" ./install.sh --list
# Bump version
echo "0.X.Y" > VERSION && jq '.version = "0.X.Y"' package.json > tmp && mv tmp package.json
# Check version consistency
cat VERSION && cat package.json | jq '.version'
# Run full validation
./scripts/registry/validate-registry.sh && ./scripts/validation/validate-test-suites.sh
```
---
## Repository Structure (Quick View)
```
opencode-agents/
├── .opencode/
│ ├── agent/{category}/ # Agents by domain
│ │ ├── core/ # Core system agents
│ │ ├── development/ # Dev specialists
│ │ ├── content/ # Content creators
│ │ ├── data/ # Data analysts
│ │ ├── product/ # Product managers
│ │ ├── learning/ # Educators
│ │ └── subagents/ # Delegated specialists
│ ├── command/ # Slash commands
│ └── context/ # Shared knowledge
├── evals/
│ ├── agents/{category}/ # Test suites
│ └── framework/ # Eval framework
├── scripts/
│ ├── registry/ # Registry tools
│ └── validation/ # Validation tools
├── docs/ # Documentation
├── registry.json # Component catalog
└── install.sh # Installer
```
---
## Quick Troubleshooting
| Problem | Solution |
|---------|----------|
| Registry validation fails | `./scripts/registry/auto-detect-components.sh --auto-add` |
| Test fails | Load `guides/debugging.md` |
| Can't find file | Load `lookup/file-locations.md` |
| Install fails | Check: `which curl jq` |
| Path resolution issues | Check `core-concepts/categories.md` |
---
## Next Steps
1. **First time?** → Read `core-concepts/agents.md`, `evals.md`, `registry.md`
2. **Adding agent?** → Load `guides/adding-agent.md`
3. **Testing?** → Load `guides/testing-agent.md`
4. **Need details?** → Load specific files from `core-concepts/` or `guides/`
---
**Last Updated**: 2025-12-10
**Version**: 0.5.0