kert
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  • Joined on 2026-02-04
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kert opened issue homelab/stack#799 2026-09-23 03:32:02 +00:00
[nb] api_explorer.py: exception: No module named 'httpx'
kert commented on issue homelab/stack#651 2026-09-23 02:17:24 +00:00
submit the palliative comment on the CY2027 PFS final rule's comment period (rework of the #650 RFI draft; proposed-rule window missed 2026-09-14); archive receipt in bib/Zotero

Not submitted. The 2026-09-14 close of the CY2027 PFS proposed-rule comment period (docket CMS-2026-2377) passed without our comment going in; no tracking number exists and nothing is…

kert opened issue homelab/stack#798 2026-09-23 02:10:01 +00:00
[nb] code_families.py: exception: No module named 'httpx'
kert closed issue homelab/stack#723 2026-09-22 22:03:41 +00:00
prisma fetch: add Semantic Scholar openAccessPdf and all-Unpaywall-locations tiers; resolve PMCIDs via idconv before the PMC tiers
kert commented on issue homelab/stack#723 2026-09-22 22:03:41 +00:00
prisma fetch: add Semantic Scholar openAccessPdf and all-Unpaywall-locations tiers; resolve PMCIDs via idconv before the PMC tiers

Done — merged to main as c82fc51 (commit bb092c9; ci.yml lint/test/notebooks-smoke green on the merge).

  • prisma.fetch.unpaywall_urls(): best_oa_location plus every oa_locations entry,…
kert closed issue homelab/stack#615 2026-09-22 22:03:25 +00:00
comments: post-close re-farm + re-index of CMS-2026-2377
kert commented on issue homelab/stack#615 2026-09-22 22:03:25 +00:00
comments: post-close re-farm + re-index of CMS-2026-2377

Close-out (2026-09-22). I re-ran the resumable re-farm by hand today because regulations.gov was still posting late comments after the 09-15 cron run (33,513 local vs 43,105 on the docket;…

kert pushed to main at homelab/stack 2026-09-22 21:11:47 +00:00
055322f081 fix(llm): the tagging judge drops a host that dies mid-run and retries on the next largest, like embed_texts (refs #575, #796)
kert pushed to main at homelab/stack 2026-09-22 21:09:36 +00:00
1793c27c07 merge: P35 spec results section (refs #577, #576)
ae771709cf docs(llm): record the P35 golden-gate results and the Zotero scope caveat in the tagging spec (refs #577, #576)
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kert closed issue homelab/stack#577 2026-09-22 21:09:23 +00:00
llm: golden-set eval — precision/recall gate
kert commented on issue homelab/stack#576 2026-09-22 21:09:23 +00:00
llm: tag write-back to bib + zotero-sync integration

Write-back is in (merged 5e37641, llm.tagger.apply_tags + Store.merge_extra): a run makes the item's llm:* tags exactly the accepted set — hand tags (topic:, stance:, reg-docket:…

kert commented on issue homelab/stack#577 2026-09-22 21:09:23 +00:00
llm: golden-set eval — precision/recall gate

Done — merged to main as 48bbc5f (commits c354047, 7000d27, c5e060a, 5b… spec). Results are recorded in the spec's Results section.

  • Golden set: tests/llm/golden_themes.yaml, **39…
kert closed issue homelab/stack#575 2026-09-22 21:09:22 +00:00
llm: RAG tagging chain + batch runner
kert commented on issue homelab/stack#575 2026-09-22 21:09:22 +00:00
llm: RAG tagging chain + batch runner

Done — merged to main as 5e37641 (commit 65f8d78). Pilot running on CMS-2026-2377.

llm.tagger: for one comment, its already-indexed chunks (text + vector from langchain_pg_embedding, no…

kert closed issue homelab/stack#574 2026-09-22 21:09:22 +00:00
llm: tag vocabulary curation from corpus tags
kert commented on issue homelab/stack#574 2026-09-22 21:09:22 +00:00
llm: tag vocabulary curation from corpus tags

Done — merged to main as 5e37641 (commit 7693e97). Design: docs/superpowers/specs/2026-09-22-llm-tagging-design.md.

  • src/llm/vocab/themes.yaml — the closed vocabulary, **v2, 57…
kert pushed to main at homelab/stack 2026-09-22 21:08:07 +00:00
48bbc5ffc7 merge: #577 — golden-set gate, eval-tags, vocab v2 and tuned tagger defaults (refs #574, #575, #576, #577)
76e52abe92 fix(llm): stack llm tag --max-tags default is 3, matching the tagger and eval-tags (refs #577)
c5e060affd feat(llm): tagger defaults from the golden sweep — 3 tags, min confidence 0.60 (refs #577)
7000d2779f feat(llm): eval-tags --dump writes every golden comment's shortlist scores and verdicts for offline threshold analysis (refs #577)
c354047e17 feat(llm): golden-set gate for theme tagging — llm.tageval, tests/llm/golden_themes.yaml, stack llm eval-tags; vocab v2 (refs #577)
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kert pushed to main at homelab/stack 2026-09-22 20:55:01 +00:00
5e376414f2 merge: #574/#575 — P35 theme vocabulary + tagging chain, runner and write-back (refs #574, #575, #576)
65f8d785a1 feat(llm): theme tagging chain + docket runner + write-back — llm.tagger, Store.merge_extra, stack llm tag (refs #575, #576)
7693e97d36 feat(llm): closed theme vocabulary for comment tagging — themes.yaml v1, llm.vocab loader, stack llm vocab, P35 design spec (refs #574)
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kert closed issue homelab/stack#696 2026-09-22 20:41:57 +00:00
notebooks: event-study — pre/post windows around code-family exposures with control sets, plus market/industry series
kert commented on issue homelab/stack#696 2026-09-22 20:41:56 +00:00
notebooks: event-study — pre/post windows around code-family exposures with control sets, plus market/industry series

Merged to main as 8a0bedc (feature 92ae58a). The notebook lives at notebooks/event_study.py, so the nightly notebooks-integration run picks it up with everything else in notebooks/.

**Meth…