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kaizen-agentic/.claude/rules/architecture.md
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feat: agent authoring & doc generation (WP-0007, v1.4.0)
New authoring tooling and a fix for the doc-regeneration defect it exposed.

Added:
- src/kaizen_agentic/agent_docs.py — render + idempotent upsert of the
  CLAUDE.md "## Installed Agents" section (shared by installer and CLI)
- `kaizen-agentic docs generate [--check]` — idempotent doc refresh / CI gate
- `kaizen-agentic create-agent` — scaffold a schema-valid agent
- Frontmatter schema validation in `kaizen-agentic validate`
  (required name/description/category, known category, valid memory/model)
- tests: test_agent_docs, test_validate_schema, test_create_agent

Fixed:
- _update_documentation regex duplicated the Installed Agents block on every
  run (stopped at the first ### subheading) — now idempotent
- declared frontmatter `category` is authoritative (heuristic is fallback)
- list_installed_agents reads the frontmatter name, not the filename
- renamed agent-project-management.md -> agent-project-assistant.md to satisfy
  the agent-<name>.md convention (eliminates a name/filename collision that
  caused install/update to write a divergent duplicate)
- test_cli_error_handling no longer installs into the repo root (uses tmp)

Version 1.4.0; CHANGELOG, CLI cheat sheet, agency-framework, TODO updated.
Workplan KAIZEN-WP-0007 closed.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-18 02:06:14 +02:00

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Markdown

## Architecture
kaizen-agentic has two distinct layers:
### 1. Python framework (`src/kaizen_agentic/`)
- **`core.py`** — `Agent` (abstract base) + `AgentConfig` (dataclass). Tracks performance, supports config updates, implements kaizen interface.
- **`optimization.py`** — `OptimizationLoop` (runs improvement cycles, detects trends, generates recommendations) + `PerformanceMetrics` (execution time, success rate, quality scores).
- **`metrics.py`** — `MetricsStore` + `OptimizerStore` (project-scoped `.kaizen/metrics/` per ADR-004).
### 2. Agent definitions (`agents/` — 20 files)
Markdown instruction sets read and followed by Claude. Not executables. Naming convention: `agent-{name}.md`.
Packaged copies live in `src/kaizen_agentic/data/agents/` for `pip install` distribution.
| Category | Agents |
|----------|--------|
| Testing | `tdd-workflow`, `test-maintenance`, `testing-efficiency` |
| Quality | `code-refactoring`, `datamodel-optimization` |
| Process | `requirements-engineering`, `keepaTodofile`, `keepaChangelog`, `keepaContributingfile`, `project-assistant`, `priority-evaluation`, `scope-analyst` |
| Infrastructure | `setupRepository`, `tooling-optimization`, `sys-medic` |
| Release | `releaseManager` |
| Docs | `claude-documentation` |
| Support | `wisdom-encouragement` |
| Meta | `coach`, `optimization` |
### Custodian integration
The state-hub MCP resolves the agents directory via `host_paths[hostname]``local_path`. Tools: `list_kaizen_agents(category?)`, `get_kaizen_agent(name)`.