Phase 2: bundled real JWST dataset + the front door - #4
Merged
Conversation
dataset/imaging/cosj100020+015344: 4-band NIRCam cutouts (F115W/F150W @0.03", F277W/F444W @0.06") of a z=0.3422 (spec, zCOSMOS DR3) early-type in the COSMOS-Web field, reduced via PyAutoReduce from cached program-1727 exposures; measured-only info.json; 448-line provenance README (sky pedestal un-subtracted; tier-2b STPSF kernel — tier-1 ePSF rejected with the defect documented; COWLS non-lens cross-match). 3.6 MB. docs/make_readme_figures.py rebuilds the hero offline from the shipped FITS (annotations read from info.json at runtime); README v2 front door with two dataset-grounded starter prompts; easy benchmark card (prompt kept test-identical to README prompt 2 — both benchmark tests now run and pass); wiki/core/operations/dataset.md authored + indexed; PENDING/AGENTS/ llms.txt reconciled. Fixed in integration: reduction_manifest.json falsely recorded the rejected tier-1 ePSF as the shipped kernel — rewritten from the tier-2b record with the rejection kept auditable. Validation: pytest 68 passed / 0 skipped; audit suite clean (922 citations); link sweep 694/0; figure script reruns byte-identically. Epic: PyAutoLabs/PyAutoBrain#188 (Phase 2) Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01EVSbY4u1JLfqRMgXYtnN9v
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01EVSbY4u1JLfqRMgXYtnN9v
… self-pin The wiki-currency job's sparse clone has no workspace dataset/ dir, so the dataset/.gitignore source path failed --check-citations there; the autogalaxy_assistant pin now names the commit that actually introduced the cited dataset files. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01EVSbY4u1JLfqRMgXYtnN9v
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
1 participant
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Phase 2 of PyAutoLabs/PyAutoBrain#188 — the real dataset and the user-facing front door. Stacked on #3 (4a); GitHub retargets on merge.
The dataset —
dataset/imaging/cosj100020+015344/(3.6 MB)COSJ100020+015344: COSMOS2020 Classic 499609 / zCOSMOS 812167, spectroscopic z = 0.3422 (zCOSMOS-Bright DR3 conf 4.5, cited), log M* = 10.54 smooth early-type in the COSMOS-Web field. Four NIRCam bands (F115W/F150W 419² @0.03"; F277W/F444W 209² @0.06") reduced through PyAutoReduce from the cached program-1727 exposures — zero MAST traffic. Confirmed non-lens by COWLS cross-match (null at 55.5"; the match recovers the ring at 0.1" as control). Measured-only
info.json(second-moments shape, curve-of-growth R_eff, band-to-band scatter as the error bar; no invented numbers). 448-line provenance README carrying the honest caveats: sky pedestal un-subtracted (5–19× noise — model it), tier-2b STPSF kernel (tier-1 ePSF rejected — star finder selects galaxies on this field; defect documented + auditable inreduction_manifest.json), SW coverage steps.Front door
docs/make_readme_figures.pyrebuilds the hero offline from the shipped FITS; every annotation read frominfo.jsonat runtime so the figure cannot drift from the data.wiki/core/operations/dataset.mdauthored and indexed; PENDING/AGENTS/llms.txt reconciled.reduction_manifest.jsonrecorded the rejected tier-1 ePSF as the shipped kernel — rewritten from the tier-2b record.Validation (clean-venv wheel
autogalaxy==2026.7.29.2)--check-versionclean ·--scope all0 missing · citations 921/0 · provenance 0 errors · lint clean · pytest 68 passed / 0 skipped · link sweep 694/0 · all four bands load viaag.Imaging.from_fits· figure script reruns byte-identically · sparse-cone citation sweep 0 violations.🤖 Generated with Claude Code
https://claude.ai/code/session_01EVSbY4u1JLfqRMgXYtnN9v