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Worked example: four sources, one pipeline

A complete, validating run of the MemexLab pipeline over four real, public sources — showing the three capabilities end to end with cited artifacts, and the learning loop closing its own coverage gaps.

No source text is reproduced — only paraphrased claims with provenance. The full vault passes validate_vault.py. Browse it: examples/worked-example/.

Sources

Source Author Year
As We May Think (the essay that named the memex) Vannevar Bush 1945
Skunk Works Ben R. Rich, Leo Janos 1994
Grace Hopper and the Invention of the Information Age Kurt W. Beyer 2009
The Art of Doing Science and Engineering Richard W. Hamming 1997

The pass

Step Skill Artifacts
1. Ingest memex-ingest source notes — one per book, with provenance
2. Extract memex-extract 11 cited concept items
3. Frameworks memex-frameworks lensed syntheses (first-principles · second-order · inversion; cross-source)
4. Progress memex-progress coverage, gaps, learn-next

What to notice

  • Provenance everywhere — every concept carries a source: and a [[wikilink]] back to it.
  • Frameworks turn facts into judgment — extracted facts run through mental-model lenses yield why these ideas matter for agent memory.
  • The learning loop closes its own gaps — pass 1 (Bush only) flagged problem-2 and problem-4 as unserved; reading Hamming closes both, and coverage now spans all five latticework problems.
  • Cross-source synthesisthe compounding stack connects Hopper (abstraction) + Bush (maintenance) + Hamming (judgment) + Skunk Works (execution).
  • It validatespython3 scripts/validate_vault.py examples/worked-example passes.

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