llm-ingestion-okf/docs
Kjell Tore Guttormsen 30edd3f5d8 feat(skill): one generic skill by default, carrying a working method and an answer form
The operator built a 2313-concept bundle from one project's own documentation,
asked it a question in his own words, and judged the result unusable. The
generated skill was an audit contract: all its discipline sat on the accounting
-- markings, denominators, budget lines, source pointers -- and none of it on
understanding the question, searching again, or writing one coherent answer.
Two sentences actively forbade the second of those.

**The two forbidding sentences are gone and their replacements are tested from
both sides.** "Do not go looking for context the pre-pass deliberately
withheld" read as "one run per question", and no wording of the operator's
question put the right document inside a single run's cut -- so a rule against
a second run was a rule against finding it at all. "Not something to retry with
a narrower question" generalised a budget-refusal case into the same ban.
SS 2.2 of the contract said the first of them, so the contract moved with the
skill rather than being left to disagree with it: a second pre-pass run with
other terms, and a fetch of a concept the payload NAMED, are reachable; SS 9's
two real boundaries -- directory enumeration, the verdict layer -- are not.

**Two new sections, and the checker requires them.** `## Working method`: read
the bundle's map, put the question into the bundle's own words, split a broad
question into 2-4 sub-questions, search per sub-question, read what lay just
outside the cut and search again with its words, same method across several
bundles, then assemble ONE answer ordered by sub-question, saying which source
holds and what is not covered. `## Answer form`: the questioner's language,
plain prose, no `below_k`, no digests, no budget lines, no denominators; short
textbook-style references (document + section, plus bundle where several were
read); and the audit trail written only when the questioner asks for it or
into a document that travels without the skill. `REQUIRED_SECTIONS` follows the
template and the contract's new SS 2.5 and SS 2.6 -- never the other way round.

**The generic skill becomes what `okf skill` and `okf project` write.** A
per-bundle skill's numbers go stale the moment its bundle is rebuilt, one copy
per consuming project, and a project with two bundles installs two
near-identical skills; the generic form carries no bundle's numbers and names
`okf card` for them. `--for-bundle` is the opt-in for the instantiated copy,
which still refuses out loud on a stale pairing -- safe to keep, not enough to
keep default. `rule_bundle_identity` learned to tell a generic skill from an
unfilled template by the frontmatter name the generator writes, so the template
still fails for the opposite reason: it declares no identity because it is
unfinished.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-20 23:53:34 +02:00
..
plan feat(assets): a bundle carries the images its sources declare (0.10.0) 2026-09-17 10:01:31 +02:00
2026-08-21-g2-pdf-extraction-measurement.md docs(extract): measure one Vegnormalene PDF page against the extraction registry 2026-08-21 19:16:15 +02:00
2026-08-29-konverteringsarmen-arm-a.md docs(measure): run the conversion arm on K2 - pandoc wins both office formats 2026-08-30 00:41:48 +02:00
2026-08-29-telling-offentlig-prosjektkorpus.md docs(measure): count the public project corpus - K2 measured, K1 blocked 2026-08-29 07:03:50 +02:00
2026-09-02-k3-k4-k5-baseline.md chore(tools): remove okf_adjudicate -- nothing here starts Claude Code 2026-09-20 15:41:33 +02:00
2026-09-02-k3-k4-k5-metode.md chore(tools): remove okf_adjudicate -- nothing here starts Claude Code 2026-09-20 15:41:33 +02:00
2026-09-02-korpuskjoring-k1-k2.md docs(measurement): K1 and K2 over the K2 corpus 2026-09-02 15:43:45 +02:00
2026-09-03-k2-bundle-rebuild.md test(corpus): a rebuild with log.md present reproduces the bundle exactly 2026-09-03 05:16:25 +02:00
2026-09-04-cid-andel-k2.md docs(measure): CID-glyph share across K2 -- Bilag 9.1 alone, not a K1 arm 2026-09-04 20:23:41 +02:00
2026-09-04-k2-pptx-odt-rtf.md docs(measure): K2 on pptx/odt/rtf -- denominator 0 in both named corpora 2026-09-04 21:12:41 +02:00
2026-09-04-k3-arm-c.md docs(measure): K3 with Arm C beside the baseline, two numbers, no threshold 2026-09-04 17:58:50 +02:00
2026-09-07-k2-pptx-odt-rtf-fixtures.md test(fidelity): K2 on pptx, odt and rtf -- 59/59 and 20/20, on a set we wrote 2026-09-07 05:22:12 +02:00
2026-09-07-k3-arm-d.md docs(measure): K3 Arm D beside a re-rated Arm B -- reach and no threshold 2026-09-07 03:04:01 +02:00
2026-09-07-k3-arm-e.md docs(measure): K3 Arm E beside Arm B and Arm D -- three rows, no threshold 2026-09-07 11:48:58 +02:00
2026-09-07-k3-enhetsark-metode.md docs(measure): K3 unit worksheet delivered for operator, no code changed 2026-09-07 16:36:16 +02:00
2026-09-07-okf-konsumskill-maaling.md docs(consume): refutation sweep — smoothed-IDF rarity weighting cannot zero both known-negatives 2026-09-07 09:56:36 +02:00
2026-09-08-blindsone-below-k-k2.md feat(consume): measure the below-k blind spot, add one flag-gated vocabulary bridge 2026-09-08 04:55:45 +02:00
2026-09-08-blindsone-laas2-budsjett-k2.md feat(consume): measure the budget lock, add one flag-gated top-rank reservation 2026-09-08 05:18:30 +02:00
2026-09-08-claude-code-skill-vilkaarlig-bundle.md docs(consume): the Claude Code recipe, measured end to end on two bundles 2026-09-08 15:32:32 +02:00
2026-09-08-eksakt-oppslag.md fix(consume): match an identifier by equality, deliver the concept a question names 2026-09-08 13:27:59 +02:00
2026-09-08-k3-arm-f-mot-enhetsarket.md feat(propose): Arm F, one unit fold behind a flag, measured against the operator's worksheet [skip-docs] 2026-09-08 16:28:41 +02:00
2026-09-08-k3-runde2-per-filtype.md feat(cli,propose): reach the arms from okf build, keep a sheet heading behind a flag, fix two PDF contents mechanisms 2026-09-08 18:21:25 +02:00
2026-09-08-k3-runde3-per-filtype.md docs(cli): the new default's K2 digest, measured on the bundle it produces 2026-09-08 21:14:51 +02:00
2026-09-08-k3-runde4-pdf-skrift-og-ocr.md feat(extract,cli): typography as a PDF heading source and OCR behind an optional group, both off 2026-09-08 23:10:47 +02:00
2026-09-08-k3-runde5-hitat8-og-skriftakse.md feat(propose,cli): typography as a reserve, and the two of our own numbers it took to measure it 2026-09-09 00:25:51 +02:00
2026-09-08-kravnummer-tokenisering.md feat(propose,cli): the sheet's rows, the wrapped sentence, and a default that moved 2026-09-08 20:34:18 +02:00
2026-09-08-o5-okf-project.md feat(cli): okf project/consume/check/skill, and a generated skill with no path into a checkout 2026-09-08 21:47:38 +02:00
2026-09-08-prisform-og-loggen-k2.md fix(extract,build): write a spreadsheet as pipe tables, stop linking the run log from the index 2026-09-08 10:06:58 +02:00
2026-09-08-proveniens-k2.md feat(inbox): point every concept at the document it came from, with a locator per format 2026-09-08 14:39:24 +02:00
2026-09-08-rangeringsbom-sammensatte-ord.md fix(consume): the compound-word miss is a degenerate signal's tie-break, behind a flag 2026-09-08 18:53:18 +02:00
2026-09-08-sjeldenhetsvekt.md feat(propose,cli): the sheet's rows, the wrapped sentence, and a default that moved 2026-09-08 20:34:18 +02:00
2026-09-09-k3-runde6-outline-gaten-og-prioren.md feat(propose,consume,profiles,importer): recovery yields to declaration, and 9 % of the corpus that was in no segment 2026-09-09 14:17:00 +02:00
2026-09-09-k3-runde9-restene.md feat(propose,extract,cli): a title that ends in a number, and a converter's own anchor in a concept id 2026-09-09 21:45:08 +02:00
2026-09-09-k3-runde10-rtf-prefiks-shim-ruff.md docs(k3): round 10, and the fasit that held a working rule off the default [skip-docs] 2026-09-09 23:27:03 +02:00
2026-09-09-o6-forsteskjerm-og-skillmodi.md feat(propose,extract,cli): a title that ends in a number, and a converter's own anchor in a concept id 2026-09-09 21:45:08 +02:00
2026-09-10-k3-runde7-forste-spenn-og-rangeringen.md feat(cli,consume): the first span, and the fusion that punished fine-graining 2026-09-09 15:40:01 +02:00
2026-09-10-k3-runde11-html-og-dominans.md docs(k3): round 11, and the corpus that rebuilt byte-identical [skip-docs] 2026-09-10 01:10:59 +02:00
2026-09-10-k3-runde12-pdf-outlines.md feat(propose): the PDF shipped a structure index and the build discarded it unopened 2026-09-10 02:27:41 +02:00
2026-09-10-k3-runde14-deklarert-struktur-tar-ruten.md docs(k3): round 14, the declared-structure route at the shipped defaults 2026-09-10 07:53:22 +02:00
2026-09-10-k3-runde15-bundle-mismatch.md feat(check): a skill and a payload naming different bundles is a finding 2026-09-10 23:42:06 +02:00
2026-09-10-k3-runde16-hele-tittelen-tar-ruten.md docs(k3): round 16, the whole title takes the route precision could not 2026-09-10 22:26:57 +02:00
2026-09-10-r1-release-v080.md docs(release): R1, v0.8.0 tagged locally and installed from the tag 2026-09-10 21:14:19 +02:00
2026-09-10-r3-release-v081.md docs(release): R3, v0.8.1 tagged locally on 3daf983 2026-09-10 23:10:30 +02:00
2026-09-11-k3-runde8-tabellblokk-og-siste-spenn.md feat(propose,cli): the coverage gap had one cause, and round 7's own decomposition did not reproduce 2026-09-09 17:43:56 +02:00
2026-09-11-k3-runde13-xml-sts.md docs(k3): round 13, and the two proposer rules between a reader and its ceiling [skip-docs] 2026-09-10 04:13:56 +02:00
2026-09-11-k3-runde17-dekningen-stopper-ved-en-bredere-tittel.md docs(k3): round 17, a covered title stops beneath a title that answers more 2026-09-11 01:45:53 +02:00
2026-09-11-k3-runde18-konsumskillen-regenerert.md fix(skill): regenerate skills/okf-consume from the golden bundle it ships a payload for 2026-09-11 02:21:35 +02:00
2026-09-11-k3-runde19-dokumentidentitet-og-frontmatter.md docs(k3): round 19, a document's own identity, per-run frontmatter, and a description from the source 2026-09-11 03:59:34 +02:00
2026-09-11-k3-runde20-delt-katalog-og-arvet-kontekst.md docs(k3): round 20, a directory every concept shares and a section whose body is its heading 2026-09-11 05:38:35 +02:00
2026-09-11-k3-runde21-parent-til-leseren.md docs(k3): round 21, parent all the way to the reader 2026-09-11 14:28:42 +02:00
2026-09-11-k3-runde22-yaml-lesbar-frontmatter.md docs(k3): round 22, frontmatter a YAML reader reads back the same 2026-09-11 11:47:40 +02:00
2026-09-11-r4-release-v082.md docs(release): R4, v0.8.2 installed and measured from the tag 2026-09-11 02:40:31 +02:00
2026-09-11-r5-release-v083.md docs(release): R5, v0.8.3 installed and measured from the tag 2026-09-11 06:21:31 +02:00
2026-09-11-r6-release-v084.md docs(release): R6, v0.8.4 installed and measured from the tag 2026-09-11 15:04:21 +02:00
2026-09-12-g37-terskler.md feat(quality): okf quality --fasit, boundary recall against a declared structure 2026-09-13 07:27:33 +02:00
2026-09-12-k3-runde23-stien-i-kroppssignalet.md docs(k3): round 25, the default reading drops the door's link line 2026-09-12 19:07:55 +02:00
2026-09-12-k3-runde24-blokkform-til-de-flate-leserne.md docs(k3): round 24, a reason that became false is struck and the emitter stays flow 2026-09-12 16:50:26 +02:00
2026-09-12-k3-runde25-standardlesingen-uten-lenkelinja.md docs(release): R7, v0.8.5 tagged locally and measured from the tag 2026-09-12 19:47:30 +02:00
2026-09-12-r7-release-v085.md docs(release): R7, v0.8.5 tagged locally and measured from the tag 2026-09-12 19:47:30 +02:00
2026-09-15-f1-f2-gaten-og-kodefencen.md fix(gate,propose): okf build runs a real guard; a code fence declares no structure 2026-09-16 00:19:50 +02:00
2026-09-17-bilder-i-bundlen-trinn1.md feat(assets): a bundle carries the images its sources declare (0.10.0) 2026-09-17 10:01:31 +02:00
2026-09-17-bildestien-0-10-1.md docs(privacy): no private path and no coordination id in what this span added 2026-09-20 15:40:38 +02:00
2026-09-17-innholdsregnskapet-bygget.md feat(accounting): okf build accounts for every source element 2026-09-17 18:35:20 +02:00
2026-09-17-innholdsregnskapet-rod-gate.md test(accounting): content-accounting gate for okf build, written red 2026-09-17 15:40:37 +02:00
2026-09-18-bildestien-holder-0-10-1.md fix(assets): bound every link of the filter chain, and cover the backstop 2026-09-18 15:34:07 +02:00
2026-09-18-filterkjeden-og-backstoppen.md fix(assets): budget every link by what its decoder COSTS (0.10.1) 2026-09-18 19:00:38 +02:00
2026-09-18-regnskapsgaten-herdet.md docs(privacy): no private path and no coordination id in what this span added 2026-09-20 15:40:38 +02:00
2026-09-18-utgangsbudsjett-per-ledd.md fix(assets): budget every link by what its decoder COSTS (0.10.1) 2026-09-18 19:00:38 +02:00
2026-09-19-bmp-resten-terminator-og-pekerblokk.md docs: the BMP rest, the terminator and the pointer block 2026-09-19 09:51:39 +02:00
2026-09-19-eol-stroemmen-som-ikke-maler.md docs(privacy): no private path and no coordination id in what this span added 2026-09-20 15:40:38 +02:00
2026-09-19-gjenfinningsgaten-motstand.md docs(retrieval-gate): the round the gate had to resist the work it judges 2026-09-19 22:13:25 +02:00
2026-09-19-hvert-baaret-bilde-kan-vises.md docs(privacy): no private path and no coordination id in what this span added 2026-09-20 15:40:38 +02:00
2026-09-19-pekerblokken-bindes-til-kjoringen.md test(mutants,assets): a mutant is judged by the suite that owns it, 45 of 45 2026-09-19 19:33:23 +02:00
2026-09-19-regnskapsgaten-rest-og-normaliseringsdoren.md docs(privacy): no private path and no coordination id in what this span added 2026-09-20 15:40:38 +02:00
2026-09-20-mcp-to-varianter.md docs(front-page): the gate numbers the gate actually prints, and a breaking point that was measured 2026-09-20 15:40:20 +02:00
consumption-contract.md feat(skill): one generic skill by default, carrying a working method and an answer form 2026-09-20 23:53:34 +02:00
okf-nokkelinventar.md build(deps): pin llm-ingestion-guard v1.3.0 so the gate reads our own goldens 2026-09-03 20:41:03 +02:00
phase-3-split-table.md docs(phase-3): keep the index-entry grammar on one line 2026-08-04 12:37:02 +02:00
upstream-okf-upgrade-runbook.md feat(watch): weekly OKF upstream watch that can prove it found nothing 2026-08-23 20:38:37 +02:00