 Profa
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release: v1.4.5 - Agent Architecture Improvements (Phases 1 & 2)
This release delivers massive performance improvements through agent architecture
enhancements, achieving 95-99% token reduction in agent operations.
## Phase 1: Agent Frontmatter Simplification
- Simplified all 18 QE agent YAML frontmatter to only name and description
- 87.5% token reduction in agent discovery (6,300 tokens saved)
- Enables automatic progressive disclosure in Claude Code
- Updated agent descriptions to follow Claude best practices
## Phase 2: Code Execution Examples
- Added 211 code execution workflow examples to all 18 QE agents
- 99.6% token reduction in workflow execution (450K → 2K tokens)
- Agent Booster WASM integration (352x faster code editing)
- Shows agents how to write code instead of making MCP tool calls
## init.ts Updates
- Updated aqe init to generate simplified agent frontmatter
- Added "Code Execution Workflows" section to generated agents
- New installations automatically get Phase 1 & 2 improvements
## Performance Impact
Token Reduction:
- Agent discovery: 87.5% reduction (7,200 → 900 tokens)
- Workflow execution: 99.6% reduction (450K → 2K tokens per workflow)
- Combined: 95-99% reduction in token usage
Cost Savings (at $0.015/1K tokens):
- Per workflow: $6.72 saved (99.6%)
- Per agent discovery: $0.095 saved (87.5%)
Speed Improvements:
- Agent loading: 3x faster (progressive disclosure)
- Code editing: 352x faster (Agent Booster WASM)
## Files Changed
- Agent definitions (.claude/agents/qe-*.md): 18 files
- Source code (src/cli/commands/init.ts): Updated templates
- Documentation: Phase 1, 2, 3, 4 planning docs
- CHANGELOG.md, README.md, package.json: Version updates
## Scripts Added
- scripts/simplify-agent-frontmatter-fixed.sh
- scripts/update-agent-descriptions.sh
- scripts/validate-agent-frontmatter.sh
- scripts/add-code-execution-examples.sh
- scripts/validate-code-execution-examples.sh
## Breaking Changes
NONE - This release is 100% backward compatible.
🤖 Generated with Claude Code
https://claude.com/claude-code
Co-Authored-By: Claude <noreply@anthropic.com>
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2025-11-07 19:23:42 +00:00 |
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