* 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
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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:
-
Agents → Load:
core-concepts/agents.md- How agents are structured
- Category system
- Prompt variants
- Subagents vs category agents
-
Evals → Load:
core-concepts/evals.md- How testing works
- Running tests
- Evaluators
- Session collection
-
Registry → Load:
core-concepts/registry.md- How components are tracked
- Auto-detect system
- Validation
- Install system
-
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)
# 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
- First time? → Read
core-concepts/agents.md,evals.md,registry.md - Adding agent? → Load
guides/adding-agent.md - Testing? → Load
guides/testing-agent.md - Need details? → Load specific files from
core-concepts/orguides/
Last Updated: 2025-12-10
Version: 0.5.0