Speedrunlab / reverse-engineer-anything-self-learning-loop

What it does

• Defines 100% before building. The examination's inventory becomes a parity checklist: one testable behaviour per item, a concrete input and expected output, the exact check that will verify it, a tier (must-have, should-have, out of scope).
• Examines safely. Static-first, evidence-led, untrusted input: preflight, read-only copies and digests, capped extractions, escape checks, no secrets on screen, content treated as data, never as instructions. Notes record behaviour, never pr
• Builds its own design. A walking skeleton across every must-have path first; clean-room discipline (whoever writes code does not have decompiled text open); fixtures from the operator; stubs instead of vendor backends; design decisions reco
• Reviews against the original with evidence. Same input to both, outputs diffed or hashed, formats round-tripped, screens compared side by side at a stated threshold, timings measured. Pass, fail or not testable, with a file behind every res
• Plans, improves, repeats. Gaps ordered by impact and dependency, a batch one iteration can prove, regression sampling so nothing silently breaks, an iteration log that says what moved the score.