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LifeReverseEngineering

Deep research pipeline for Learn, Earn, and IDEAS.

Single-Copy · Evidence-Aware · Iterative

LRE converts profile context into practical outputs: reading plans, investment thesis drafts, and research directions, then syncs latest artifacts into dedicated repos.

Repo Tracks

Three tracks map outcomes into maintainable sub-repositories.

Learn

Book recommendations, skill paths, and learning notes for long-term growth.

Earn

Investment ideas, risk framing, and thesis updates for decision support.

IDEAS

Research topics, proposal drafts, and follow-up milestones.

Pipeline

Run stages are chained to keep context handoff and output quality stable.

1) Profile Build identity/evidence baseline and confidence mapping.
2) Books Generate books aligned to strengths, weaknesses, and growth goals.
3) Investments Draft opportunities and risk-aware thesis summaries.
4) Ideas Create research and product direction candidates.

Operational Snapshot

Current target behavior for every run cycle.

Latest Overwrite old snapshots with current best output
Single Copy Keep one canonical summary per major report
Self-Heal Track recovery logs and improve prompt behaviors
Pages Deploy from website/ to lre.lazying.art