docs(memory): placeholder bibliography + wiki entry for Vincken 2026

[Jammy2211]

Overview

Vincken 2026 — Euclid Collaboration: Vincken et al., "Euclid Data Release 1 (DR1): Learning machine learning …" — is cited in an in-progress Euclid paper but has no entry in PyAutoMemory. It is also not yet on arXiv: DR1 is unreleased and the only local copy is a private Euclid Consortium draft. This task adds a deliberately generic placeholder entry — bibliography key, source stub, log line — so the key is citable now and can be swapped for verified metadata the moment the paper goes public.

The originating prompt asked for two other things that investigation resolved differently; see Scope corrections below.

Plan

• Add a placeholder @unpublished{Vincken2026} entry to the canonical bibliography, with TODOs for the arXiv ID, DOI and full author list.
• Add a matching placeholder source stub to the lensing sources/lens-finding.md page, beside the existing Euclid Discovery Engine A/B/C entries, with explicit "no verified claims" guardrails.
• Append one wiki/lensing/log.md entry recording the placeholder and its pending arXiv refresh — and, retroactively, the already-shipped dolphin addition that was never logged.
• Validate with the repo's own make validate and make test.

Scope corrections (from the start_dev investigation)

1. The arXiv link in the prompt is not Vincken. arxiv.org/abs/2503.22657 is Shajib et al. 2025, "dolphin: A fully automated forward modeling pipeline powered by artificial intelligence for galaxy-scale strong lenses".
2. dolphin is already in PyAutoMemory — added in the maintenance: wiki hygiene — archive: provenance field, alias retirement, link/bib cleanup #34/Wiki hygiene: archive: provenance field, alias retirement, link/bib cleanup #36 wiki-hygiene pass, not under this prompt: bibliography/pyautomemory.bib → @misc{Shajib2025dolphin}, wiki/lensing/sources/lens-modeling-methods.md → full source stub. Only the log.md line was missing; this task adds it.
3. Public-repo constraint. PyAutoMemory is public and the DR1 draft is EC-internal, so the placeholder records author/year/topic only — no draft-verbatim title, no author list. Human decision, taken at plan approval.

Deferred — NOT done here

The \citep{} edit into the sentence "the preprocessing required to scale them was only recently automated (Vincken 2026),". No file anywhere under PyAutoLabs contains that sentence — the Euclid paper's .tex lives outside this workspace (euclid_assistant/ holds only other people's papers as a style-linting corpus; euclid_strong_lens_modeling_pipeline/ has no .tex at all). Reopen when the paper source is reachable.

Follow-up owed

Refresh Vincken2026 with verified metadata once the paper is on arXiv — replace the TODO title, add the arXiv ID/DOI/author list, and fill in real **Supports:** claims in the source stub.

Detailed implementation plan

Work Classification

Workspace (docs/knowledge repo) → /start_workspace → /ship_workspace

Affected Repositories

• PyAutoMemory (primary)

Branch Survey

Repository	Current Branch	Dirty?
./PyAutoMemory	main	clean
./PyAutoMind	main	clean

worktree_list_claimed returns nothing; worktree_check_conflict vincken-2026-bib-placeholder PyAutoMemory exits 0.

Suggested branch: feature/vincken-2026-bib-placeholder
Worktree root: ~/Code/PyAutoLabs-wt/vincken-2026-bib-placeholder/ (created by /start_workspace)

Implementation Steps

1. bibliography/pyautomemory.bib — append:

   @unpublished{Vincken2026,
     author = {{Euclid Collaboration} and Vincken, S. H. and others},
     title  = {{TODO -- Euclid DR1 strong lens finding network comparison}},
     year   = {2026},
     note   = {In preparation; arXiv ID, DOI and full author list TODO once public},
   }

   BIBTEX_ENTRY (scripts/validate_literature_citations.py:13) accepts any @type, so @unpublished validates. bibliography/README.md:23 sanctions this form: "If metadata or support is uncertain, add a TODO rather than guessing." Key Vincken2026 is currently unused.

2. wiki/lensing/sources/lens-finding.md — insert a new ## section after ## Euclid Collaboration 2025 — Discovery Engine C (line 281) and before ## See also (line 297). SOURCE_SECTION (validate_literature_citations.py:20) stops at ## See also; a section placed after it would be invisible to validation.

   ## Vincken 2026 — Euclid DR1 lens-finding network comparison
   
   **Canonical BibTeX key:** `Vincken2026`
   **Reference:** TODO — in preparation; not yet on arXiv. Refresh with the verified title, arXiv ID and DOI once public.
   **Concepts:** [[lens-finding]], [[deep-learning-lensing]], [[euclid-q1]]
   
   **Supports:**
   - Placeholder only — a citable key for the Euclid DR1 lens-finding network comparison. No claims verified against a public record yet.
   
   **Do not use for:**
   - Any quantitative or interpretive claim. Nothing here is verified; the paper is an unpublished Euclid Consortium draft.

   The **Canonical BibTeX key:** line must match CANONICAL_KEY (validate_literature_citations.py:17) exactly — own line, no trailing text. A **Supports:** block without a key line fails collect_claim_entries_without_keys.

3. wiki/lensing/log.md — append after the last entry (## 2026-07-13 — Added GIGA-Lens and Herculens…, line 169), matching the existing ## YYYY-MM-DD — Title + **By:** format. Record both the Vincken2026 placeholder (with the pending arXiv refresh) and the retroactive Shajib2025dolphin note.

Key Files

• PyAutoMemory/bibliography/pyautomemory.bib — canonical BibTeX; the only place BibTeX may live.
• PyAutoMemory/wiki/lensing/sources/lens-finding.md — claim-support page; already hosts the Euclid Discovery Engine A/B/C entries.
• PyAutoMemory/wiki/lensing/log.md — append-only compilation log.
• PyAutoMemory/scripts/validate_literature_citations.py — the validator whose regexes constrain the stub's exact formatting.

Verification

make validate    # validate-literature-citations + validate-structure
make test        # pytest tests/ -q
grep -n "Vincken2026" bibliography/pyautomemory.bib wiki/lensing/sources/lens-finding.md

No duplicate keys, no missing source keys, no claim entries without keys.

Original Prompt

Click to expand starting prompt

## add-vincken-2026-wiki-and-cite-in-euclid

Type: docs
Target: workspaces
Difficulty: small
Autonomy: safe
Priority: normal
Status: formalised

Add the Vincken 2026 paper to PyAutoPaper properly, including the lensing wiki / bibliography entry, and cite it in the Euclid paper alongside the sentence:

`the preprocessing required to scale them was only recently automated (Vincken 2026),`

Paper URL:

`https://arxiv.org/abs/2503.22657`

Original request verbatim:

> can you add this paper to PyAutoPaper properly (e.g. including the wiki) and cite it with Vincken at scale them was only recently automated
> (Vincken 2026), https://arxiv.org/abs/2503.22657

<!-- formalised retroactively by the Intake (Conception) Agent on 2026-07-08 -->

[Jammy2211]

PR opened

#41 — feature/vincken-2026-bib-placeholder, labelled pending-release, MERGEABLE. Merge is pending human approval.

What shipped

File	Change
bibliography/pyautomemory.bib	@unpublished{Vincken2026} — author/year/topic, TODOs for arXiv ID, DOI, author list
wiki/lensing/sources/lens-finding.md	Source stub beside the Q1 Discovery Engine A/B/C entries, guarded 'no claim verified'
wiki/lensing/log.md	Dated entry for the placeholder + retroactive Shajib2025dolphin line

Kept generic by maintainer decision at plan approval: this repo is public and the source is an unpublished EC draft.

Validation

make validate (citations + structure) passes; make test 17 passed. Vincken2026 is correctly referenced by the new stub.

Heart at ship time: STALE, score 85, sole reason release validation stale: source moved since rehearsal (PyAutoGalaxy) — no RED, no YELLOW, and unrelated to this repo, which sits outside the release surface.

Still owed

1. Refresh Vincken2026 with verified title/arXiv ID/DOI/authors once the paper is public, and replace the placeholder **Supports:** bullet with real claims.
2. Deferred, not done here: the \citep{} edit into "…only recently automated (Vincken 2026),". That .tex lives outside the PyAutoLabs workspace.