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1. See stale proof in under 90 seconds

Run the exact v1.19.1 GitHub Release wheel:

uvx --from https://github.com/AdvancingTitans/agent-engineering-toolkit/releases/download/v1.19.1/agent_engineering_toolkit-1.19.1-py3-none-any.whl aet demo stale-proof

The expected transition is:

test executes: PASS
before mutation: EXACT_MATCH
after relevant source mutation: RELEVANT_FILES_CHANGED
demo result: PASS

The final PASS means AET detected the expected stale state. It does not mean the mutated source passed the test.

2. Pick one question

  • Instructions or Skills look risky: aet quick check .
  • A diff may exceed the task: aet quick scope . --base main --intent aet.intent.json
  • A command must run now: aet quick proof ... -- <argv>
  • Existing proof may be stale: aet quick fresh --proof <proof.json>
  • You need a read-only implementation plan: /aet-plan
  • You need bounded graph-first review context: aet review-graph open ...
  • You need evidence-grounded behavioural diagnosis: aet risk diagnose ...

Do not chain every surface automatically. Each Quick command answers one bounded question and stops.

3. Try proof on your repository

aet quick proof \
  --output .aet/proofs/unit-tests.json \
  --relevant-path src/app.py \
  --relevant-path tests/test_app.py \
  -- python -m unittest discover -s tests

aet quick fresh --proof .aet/proofs/unit-tests.json --format json

Declare only files the command genuinely covers. AET will not infer complete test coverage from a successful exit code.

4. Read the boundary that matters