cwijayasundara/claude_harness_eng_v1

auto

Autonomous build loop with Karpathy ratcheting, GAN evaluator, and session chaining. Iterates story groups until all features pass or stopping criteria met.

brd

Socratic interview to create a Business Requirements Document. First step in the SDLC pipeline.

design

Generate system architecture, machine-readable schemas, and UI mockups. Spawns planner + ui-designer concurrently.

evaluation

Evaluation patterns — sprint contract format, three-layer verification, scoring rubric references.

fix-issue

Standard GitHub issue workflow. Branch, reproduce, fix, test, PR.

implement

Generate production code and tests for a story group using agent teams for parallel execution.

refactor

Refactor existing code for quality, performance, or maintainability. Enforces six quality principles with ratchet gate.

code-gen

Code generation quality principles — TDD, typing, error handling, logging, API integration, LLM integration.

build

Full SDLC pipeline. Runs all phases end-to-end with human gates on phases 1-3.

deploy

Generate Docker Compose stack, Dockerfiles, environment config, and init.sh bootstrap script.

evaluate

Run the application and verify sprint contract criteria via API tests, Playwright interaction, and schema validation.

improve

Enhance existing features through story-driven development with full verification.

lint-drift

Scan codebase for pattern drift and generate targeted cleanup PRs. Entropy control for agent-generated code.

review

Run evaluator and security reviewer concurrently for comprehensive quality gate.

spec

Decompose BRD into epics, stories, dependency graph, and feature list for agent team execution.

test

Generate test plan, test cases, test data fixtures, and Playwright E2E tests mapped to acceptance criteria.

architecture

Layered architecture rules — one-way imports, module boundaries, file organization.

testing

Testing patterns — Playwright E2E, test structure, fixture management, mock boundaries.