Note

    Evidence and attribution ledger

    Evidence connecting my original portfolio engineering, AI skill and the October 11 Context Layer diagnosis.

    Maggie Lerman PortfolioPage edited Oct 11, 2026
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    Imported markdown

    Evidence and attribution ledger

    The project narrative is first-person editorial copy directed by Maggie. The original work, decision to skip Context Layer, experience of rework, and comparison with native Codex context support are her account. Repository and session evidence corroborate the specific facts below. No causal benchmark or numeric performance gain is asserted.

    ClaimEvidenceBoundary
    Original portfolio engineeringp00_02 aaaf0bf (2021-11-23); 821377a (2022-02-04); 54cb623 (2022-02-13); .eleventy.js at 7915693 (2024-09-14)Git proves implementations and dates, not exclusive authorship of every line. Maggie supplies original-work attribution. No Lighthouse or speed gain invented.
    Custom reusable site compositionHistorical _includes/components/, layouts, shortcodes, navigation and image configDo not confuse case-study text about Citi components with the portfolio's own components.
    AI transitiond85d3a2 (2025-07-25), Cursor Agent author, Maggie co-authorFirst reviewed explicit AI commit, not proven first AI usage.
    Expert skillcodex-skills 011f9f9 (2026-05-08); current supplied SKILL.mdVersioned by this date; exact initial creation date unknown. Skill was not created in the October 11 chat.
    Early lightweight decisionp00_02 ecea8a4 AGENTS.mdExact policy: “Do not add the full Product OS scaffold unless Maggie explicitly asks for the broader lifecycle/evidence/project-dashboard system. The current preference is lightweight documentation.” Small-project rationale is Maggie's October 11 retrospective.
    Shadow surfaces and stale testing targetDOCS/NEXT_SESSION.md historical handoff at ce69410; DOCS/portfolio-redesign.mdHistorical playground embedded old home.html; current homepage/review work later addressed some duplication before the scaffold. Do not claim all ambiguity remained unchanged until October 11.
    File noiseSelected chat lines 8290–833120,044 untracked = 19,973 dependencies + 12 generated files + 59 other files. Count is source-session observation, not current untracked state or 20,044 lost documents.
    Missing Context Layer discoveredSelected chat beginning 8403Lightweight docs existed; missing full lifecycle/evidence/dashboard setup, not zero context or zero documentation.
    Installationp00_02 ce69410; selected chat ends 8551Five project records; preserve original study paths; review board and bug intake chosen by Maggie.
    PreservationDOCS/evidence/active/context-layer-migration/preserved-files.json690 pre-migration paths with SHA-256: 689 Git blobs match byte-for-byte; one CSV matches after restoring CRLF line endings, and its current worktree bytes match the original manifest. All 690 contents preserved.
    Duplicate packaging removedremoved-handoff-zips.json at ce69410One 8,731,025-byte Frill ZIP, authorized in the source chat. No cleanup performed by this intake.
    Modern model settingsource turn_context lines 8297, 8335, 8403, 8437gpt-6-astra / high, verified directly. Native product capability growth is Maggie's account, not independently researched here.

    Follow-up evidence that would strengthen the claim

    Track whether later sessions resume the correct project and canonical surface; whether accepted decisions need to be re-explained; whether artifacts land under an owning record; and whether an experiment graduates without a duplicate implementation. Record concrete before/after examples. Do not assign saved hours or reduced-rework percentages without measurements.

    Source scope and privacy

    Only the October 11 06:48:55–07:01:05 EDT episode of the specified chat was archived. The intake deliberately excludes the rest of that thread. Selected event order and tool evidence are retained privately with explicit setup/reasoning/path redactions. No client-confidential detail pages or credentials are included as public media. The separate intake request supplies the retrospective narrative; it is not misrepresented as a quotation from the source chat.