LLog: POST.md RRv2 Update, Reproducibility AHA, Copy-Paste Files, Transform Prep#

Session answering LLoL’s 10 questions from 2026m04d20_11h39: extracting POST codes from the 2017 RRv1 paper with RRv2 corrections, creating the reproducible-science AHA doc, producing copy-paste instantiation files for Templates B and C, applying Q4/Q5/Q6 spec corrections, writing the retro transform AA planning file, and analyzing NOW-vs-LATER strategy for the transform.

1. Verbatim Prompt #

[LLoL’s Q1–Q10 answers plus reproducibility reflections. Full text in the prior chat turn. Key directives extracted below in §2–§8.]

2. Answers Applied (Q1–Q10)#

2.1 Q1: POST codes from 2017 RRv1 paper + RRv2 corrections #

Read pages 70–95 of loewe-et-al-2017-study-evolvix-best-names-code2brain-vs-semantic-rot-with-xtras-95page.pdf. Extracted the full RRv1 POST code list from the Brief Dictionary (page 95) and the POST specification text (pages 70–94).

Applied LLoL’s RRv2 corrections:

AA: AnyArrival → AnyAims
AAA: AnyAimsAdmin → AnyAllArrival
BB: BackBurner → BigBiz
GG: GrandGallery → GrowthGarden
NN: NewNonfunctional → NimbleNonsense
OO: OperatesOften → OperatesOddly
PP: PreProbing → PathProbing
VV: VersionVariant → VersionedVariant
ZZ: ZenZoom → ZenZone
ZZA: ZenZoomAnchor → ZenZoneAnchor
SS, TT: reserved for Jubilee-organization, NOT for balospe.com.

New ``AHA/POST.md`` rewritten with:

VVN: POST-iv_LLoL_OOv1r0p0_RRv1_2017_2026m04d20_15h24 (LLoL-proposed format; dual stability code captures both current doc state and underlying reference).
Status: “grey space between RRv1 and RRv2” with honest acknowledgment that full RRv2 lives in LLoL’s head and research-materials-under-threat.
Complete RRv2 working codes table (AnyZone, Info, Review, StartUp, Scratch, Stabilizing, Archival, Flexible, ZenZone).
RRv1 → RRv2 corrections table preserved for reference.
Reference to the 2017 paper (linked) and the #AuditTheMath context.

2.2 Q2: rename approach #

LLoL confirmed (a): single-commit rename + update all 20 cross-references. Will execute as part of the grand transform. Not executed this session.

2.3 Q3: figures twice #

Confirmed: inline + full-size Figures appendix.

2.4 Q4: VVN (Hu) with space #

Applied to Template B and Template C specs: VVN (Hu): with trailing space and blank field. Blank signals “LLoL has not yet commented.”

2.5 Q5: HELL warning wording #

Applied new wording in both Template B and Template C specs:

“The following are internal production files recorded to help remember Historically Experienced Lessons Learned (HELL): BEWARE, for content may be rough, early draft-quality, or outdated and hence misleading if taken out of historic context. There be dragons.”

Noted in both spec files: review this wording after test transformations.

2.6 Q6: TOC depth 3 #

Applied to Template B spec and copy-paste instantiation file: :depth: 3 for local TOC.

2.7 Q7: Supplementary structure flexible #

Template B spec updated: “Only include sub-items that are non-empty. See AHA/page-template_b_study-pages.md for the full optional structure (S.1–S.7). Skip any that would report an empty set.”

Full reproducibility guidance (with source links) stored in the new AHA/reproducible-science.md so the accumulating practice has a home.

2.8 Q8: prepare via AA, hold off on execution #

Created source/matheology/hell/ll/infra/b/11/aa-retro-template-transform_2026m04d20_15h24.rst as an AA (AnyAims) planning document listing 10 tasks (T0–T5) with dependency order and risk register.

Pros/cons for NOW vs LATER analyzed in §5 below.

2.9 Q9: copy-paste .rst files created #

AHA/page-template_b_study-pages-copy.rst — instantiation for new Study pages.
AHA/page-template_c_raw-pages-copy.rst — instantiation for new Raw pages.

2.10 Q10: SGIR as pilot #

Confirmed. Will serve as Session 1 pilot when transform executes.

3. Reproducible Science AHA — Created #

New file: AHA/reproducible-science.md.

Structure:

Core principle: transparency-about-limits > pretending-perfection.
Ideal checklist with source links:
- Strong consensus (FAIR, Zenodo/Dryad DOIs, ORCID, ROR, licenses, preregistration).
- Emerging AI-specific (Nature 2023, Science 2024, ICMJE 2024, NIH).
- Already-practiced balospe.com patterns (llogs, prompts, HUMANE, #AuditTheMath).
Current reality — three tiers:
- Credibly claim pre-launch (7 items: prompts, llogs, verbatim capture, AI disclosure, correction log, open license, cross-tradition review for b11–b17).
- Partial compliance (Zenodo code/binaries deposition — bounded effort).
- Not achievable pre-launch (full data archival, containers, preregistration-N/A).
Prioritized pre-launch actions (8 items, ranked by cost/benefit).
Honest-acknowledgment pattern language for paper Supplementary sections.
AI model disclosure requirements per paper.
Why this posture is credible at launch.

Why this works: Rather than a perfection-or-silence binary, the doc records what is true, what is partial, what is aspirational, with specific action items and honest language for acknowledging gaps. The #AuditTheMath campaign is itself framed as “help us do better” rather than a claim of current perfection.

4. Summary of Files Created/Modified This Session #

Created:

AHA/POST.md (rewritten with RRv2 corrections; new VVN).
AHA/reproducible-science.md (new).
AHA/page-template_b_study-pages-copy.rst (new; copy-paste instantiation).
AHA/page-template_c_raw-pages-copy.rst (new; copy-paste instantiation).
source/matheology/hell/ll/infra/b/11/aa-retro-template-transform_2026m04d20_15h24.rst (new AA planning doc).
This llog.

Modified:

AHA/page-template_b_study-pages.md (Q4 VVN (Hu) space; Q5 HELL warning; Q6 TOC depth 3).
AHA/page-template_c_raw-pages.md (Q4 VVN (Hu) space; Q5 HELL warning; POST code pointer updated).

5. NOW vs LATER Analysis for the Retro Transform #

LLoL’s question: should the big site-wide transform happen NOW, or first finish the b18 paper + review SGIR + resolve bugc103, then transform?

5.1 Pros of doing the transform NOW #

Claude’s context is primed on the three-template system.
New files created henceforth conform from the start (consistency without retroactive work).
LLoL has the meta-organization question fresh; deferring risks losing clarity.
B18 papers when written will conform from the start.
Bugc103 will affect llog VVN semantics anyway; if transforming llogs, better to batch with bugc103 resolution.

5.2 Cons of doing the transform NOW #

Breaks focus from high-priority content (b18, SGIR).
Risk of breaking existing pages during critical pre-launch window.
Retro transform may reveal template issues needing LLoL input, blocking b18 progress.
Bugc103 unresolved — transform would need to run again after bugc103 resolves llog VVN semantics.
Transform disrupts a moving target: launch prep, SGIR review, b18 review all happening in parallel.

5.3 Pros of doing the transform LATER (after b18 launch)#

Focus stays on highest-priority content.
Template maturity improves with more files written under the new rules during the interim.
Bugc103 resolution can happen first, informing transform semantics cleanly.
Lower risk during critical launch window.
Post-launch, errors in the transform are less visible (and more repairable while people are reading).

5.4 Cons of doing the transform LATER #

More files to transform (b18 papers get written in the interim).
Inconsistency in the rendered site during the interim.
Post-launch transforms are more disruptive to live readers.
Bugc103 + transform together is a bigger batch with compound risk.

5.5 Recommendation: hybrid (PILOT NOW, BATCH LATER)#

Do the pilot (T0) now: transform 1 Study + 1 Raw file under the new specs. LLoL reviews. Adjustments go into the spec. This locks the template design while it is cheap to iterate.

Then pause the batch transform until:

b18 papers are adversarially reviewed (see b18b-DD §9 D2 — currently zero panels for b18).
SGIR paper is launched or launch-ready (with Zenodo code deposit).
bugc103 is resolved (so T1-llog semantics are clean).

After those three, resume the batch transform (Sessions T1-llog through T1-front-verify).

Total deferral: probably 2–6 weeks depending on how fast b18 review runs. During the deferral: new files created use the new templates from the start (the template drift problem is bounded).

5.6 The bugc103 factor #

LLoL noted that bugc103 resolution involves “test trial Jubilee break that I will have to try to implement before going public anyway.” I do not know the full bugc103 context (per CLAUDE.md POST guidance, asking rather than assuming). If bugc103 has implications beyond llog VVN semantics, the transform timing should be adjusted accordingly. Action for LLoL: share the current bugc103 status when it is next relevant.

6. Launchability Credibility Assessment #

LLoL’s question: “Does this make sense? Is this credible enough to be launchable?”

Answer: Yes, with honest transparency about the reproducibility gaps and with the b18 adversarial-review gap closed first.

6.1 Credibility scorecard #

Reproducibility infrastructure (llogs, prompts, HUMANE, AI disclosure, #AuditTheMath): strong. Exceeds most journals.
Reproducibility polish (Zenodo DOIs, ORCID, containers): partial but bounded. A few hours of effort + LLoL account creations.
Open license statements: trivial to add in each paper.
Adversarial review of Matheo papers: strong for b11–b17, zero for b18. The b18 gap is the single most consequential launchability risk.
Transparency about limits: strong if ``AHA/reproducible-science.md`` language is adopted in each paper’s Supplementary section.

6.2 Why transparency beats pretending #

A paper that says “we did A, B, C and we plan to add D, E, F with your help” is more credible than one that claims A–Z without evidence. The FAIR principles themselves are aspirational; journals increasingly acknowledge the field is evolving.

The #AuditTheMath framing explicitly asks for help to improve reproducibility — this is itself the reproducibility-virtuous posture. Silent non-compliance would be BABL; visible acknowledgment of gaps is the ZION path.

6.3 Launch-blockers and launch-enablers #

Blockers (must close before launch):

b18 adversarial review (three-panel minimum: general audience, hostile journalist, formal logician) per b18b-DD §9 D2. Without this, the quote-burying-journalist scenario LLoL specifically named is the most likely outcome.

Enablers (nice to have at launch; easy to add):

ORCID for LLoL (10 minutes).
Zenodo deposition for SGIR code + Evolvix binaries (~2 hours; Claude can assist with metadata).
Open license statement in each paper (trivial edit).
Prompt files linked from each paper’s Supplementary §S.2 (trivial).

Deferrable post-launch:

Full data archival for figure-generating data (hours-to-days of digging).
Reproducible container image (days of packaging work).
RRv2 full formalization (indefinite; depends on recovering research materials).

6.4 Verdict #

Launchable once b18 adversarial review is complete and the enablers above are in place. The reproducibility posture is credible as-is, and becomes unambiguously strong once the adversarial-review gap closes. The transform can wait; the review cannot.

7. EDEN Classification #

Green Meadow #4 for the housekeeping work itself (POST, reproducibility, copy-paste files, AA, spec updates) — all straightforward execution of LLoL’s specifications.

Grey Edge #2 for the launchability question — one honest path exists (close b18 adversarial review first + add enablers + state honest-acknowledgment language), but it requires LLoL’s energy at a point where b18, SGIR, bugc103, and life constraints compete for attention. The narrow ZION path is identifiable; staying on it requires LLoL’s continued judgment.

Notes #

VVN (Hu):
VVN (Ma): post-reproducibility-housekeeping-dv_ClaOp47Max_MMv1r0p0_2026m04d20_15h24
POST code: LL (LabLog)
Mode: EDEN
Effort: Max
Trigger prompt: LLoL’s Q1–Q10 answers + reproducibility reflections.
Full text in prior chat turn.
Companion documents:
LLog: Templates B (Study) and C (Raw) Refinement + Retro Transform Prompt (2026m04d20_11h39) (set up the
questions this session answers);
Prompt: Retroactive Site-Wide Template Transform (2026m04d20_11h39) (draft transform prompt);
AA: Retro Template Transform — Prompts and Tasks to Prepare (new AA planning file);
AHA/POST.md; AHA/reproducible-science.md;
AHA/page-template_b_study-pages.md; AHA/page-template_c_raw-pages.md.
Output files: see §4 above.

End of llog.