Makefile

.PHONY: help setup install test demo generate train evaluate arms-race figures report clean

PYTHON ?= python

help:
	@echo "KeyWraith make targets:"
	@echo "  make setup      create a venv and install deps"
	@echo "  make install    install the package (editable) + dev deps"
	@echo "  make test       run the test suite"
	@echo "  make demo       end-to-end demo with live endpoint alerts"
	@echo "  make generate   synthesize the labeled dataset + feature CSV"
	@echo "  make train      train the behavioral detector"
	@echo "  make evaluate   detector vs baseline metrics"
	@echo "  make arms-race  run the evasion arms-race sweep + figure"
	@echo "  make figures    regenerate all figures"
	@echo "  make report     regenerate every committed result artifact"
	@echo "  make clean      remove generated artifacts and caches"

setup:
	$(PYTHON) -m venv .venv
	. .venv/bin/activate && pip install -U pip && pip install -r requirements.txt pytest

install:
	pip install -e ".[dev]"

test:
	$(PYTHON) -m pytest -q

demo:
	$(PYTHON) -m keywraith.cli demo

generate:
	$(PYTHON) scripts/generate_dataset.py --out data/sessions.ndjson --csv data/features.csv

train:
	$(PYTHON) scripts/train_detector.py --out models/detector.pkl

evaluate:
	$(PYTHON) scripts/evaluate.py --out results/metrics.json

arms-race:
	$(PYTHON) scripts/evasion_arms_race.py --out results/arms_race.json

figures:
	$(PYTHON) scripts/make_figures.py --outdir figures

report:
	$(PYTHON) -m keywraith.cli report --outdir results

clean:
	rm -rf __pycache__ */__pycache__ .pytest_cache *.egg-info build dist
	rm -f models/*.pkl