CHANGELOG under the UNTAGGED `[0.10.1]` -- no version bump, no tag. Three entries: the forged carry under Security, the truncated RLE8 under Fixed, and the two small rests (the judge's fidelity limit, the lossless guard's core arm) under "Documented, not changed". The report carries the measurements with their denominators, including the two checks this round introduced and then REMOVED after measuring that no mutant can fell them -- with the numbers for each (the gate suite green without the line anchor; 95 passed with and 95 without the length check, so the mutant the order asked for survives). CLAUDE.md records both defects and both rules where the viewable-asset paragraph already stands. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
119 KiB
Changelog
All notable changes to this project will be documented in this file.
The format is based on Keep a Changelog, and this project adheres to Semantic Versioning.
[0.10.1] — 2026-09-19
Added
-
Every carried image is now one a model can be SHOWN, and the ones that cannot be are refused out loud. Until this round the asset path carried whatever format a publisher shipped. Measured 2026-09-19 over the frozen R761 delivery's own
assets/(denominator 50): 29 JPEG, 2 PNG and 19 "PC bitmap, Windows 3.x, 8-bit, compression 1" — RLE8 BMP. The 19 are byte-correct files nothing reads, so 19 of that document's figures were present and invisible at once, withimages: Nreporting that they had arrived.assets.VIEWABLE_MEDIA_TYPESstates the set (image/png,image/jpeg,image/gif,image/webp) andread_imagetests every asset's SNIFFED type against it. It is a property, not a list of formats we happened to meet: a format nobody here has seen is refused by the same rule that refuses TIFF.- BMP is converted losslessly to PNG — 8-bit uncompressed, 8-bit RLE8
and 24-bit uncompressed. The reader is stdlib (
struct+ the existingzlibPNG writer) and adds NO dependency. Pillow was measured first and rejected on two counts:read_imageis on the CORE path (.htmland.xmlcarry images with no[extract]extra), and an asset's name is its content digest, so encoding through an installed library would make a bundle's identity move with that library's version — the property 0.10.0 felled page rasterisation over. Pillow is the INDEPENDENT decoder in the tests instead. - Lossless, measured on the real files: all 19 of 19 R761 RLE8 assets convert with RGB identical to Pillow's decoding of the source, 2 366 365 pixels compared.
- Traceability per converted asset, on the pointer line where the rest
of the asset metadata already lives: the original media type, the original
sha256 in full, and the new one. A converted asset is ONE asset — one file
in
assets/, one pointer, one row in the accounting. - The ceiling is paid before the pixels exist. The BMP reader bounds the
DECLARED size through the same
check_sizethe rest of the image path uses, before a row is allocated, and an RLE run is written as one clipped slice — painting pixel by pixel would leave the memory bounded and the CPU unbounded, since a megabyte ofFFruns is a hundred million paint steps against a 32-pixel frame. - Two new codes.
asset_not_viewable— a real image in a format no model can be shown and with no lossless conversion here (TIFF, JPEG 2000).asset_bmp_unsupported— a BMP variant this reader does not express (RLE4, BITFIELDS, 16/32-bit, BITMAPCOREHEADER, over 256 palette entries). Both leave a "not carried" line in the concept and a row in the run log. - The cost, measured with a committed script (
tools/okf_asset_census.py, one row per image, run from two pinned trees over 18 403 files and 67 PDFs, 9 714 image rows): exactly 35 rows moved — 19 BMP now carried as PNG, and 16 JPEG 2000 objects that stop being carried and becomeasset_not_viewable, because no stdlib route decodes JPEG 2000. 9 321 of 9 321 JPEG and PNG rows are byte-identical on both sides, so not one already-viewable picture changed hands.
-
One normalisation door in front of the persist gate: U+00AD is removed and COUNTED (operator decision 2026-09-18).
llm-ingestion-guard1.4.0 keeps the soft hyphen in_ZERO_WIDTH_CPS, andoutput:zero-width-presentis an any-tier carrier —fail_secureat every trust level, no sanitisation, no exception. R761 Prosesskoden:2025 carries 71 of them and 0 of the four real zero-width characters; all 71 are Norwegian hyphenation points inside words, so a 701-page process code was unreadable for the whole chain over typography.extract.normalise_extractedremoves that one character from every extracted text;ExtractedDocument.soft_hyphens,InboxResult.normalisedand the accounting'snormalised_soft_hyphencarry the number per document and per run, andlog.mdgains a**Normalisation**bullet. The guard is untouched, the other four characters and U+00A0 NBSP are untouched, and a real zero-width character is stillfail_secure. Reach, measured: 0 of the 78 readable documents of the reference corpus carry any of the six, so no bundle measured here moves. -
refusedin the accounting: a partial refusal is never silent. The report andlog.mdnow say how many of M documents the run persisted nothing of. The exit code is unchanged — it belongs to the whole run. -
okf build --accounting PATH: content accounting per element. Before extraction, every source document is inventoried in a per-format element vocabulary: headings, paragraphs, tables, cells, images, and so on. After the run, every element gets exactly one fate:carried,pointeror a coded rejection. The fates are written as JSON to PATH and summarised inlog.md. The build then exits 1 when any element is unaccounted or booked twice.carriedis checked, not declared. A persisted document's element is carried when all of its text is found in the concept bodies written for that document (letters and digits, case-folded). A document the gate refused books every element as rejected with the gate's code, and itslog.mdline says what the source held.- The judge is
tools/okf_accounting_gate.py, written red first against an independent witness (tools/okf_witness.py, which imports nothing from this package). At this change it is green on all six rows, including R761 Prosesskoden:2025: 110 of 110 units under both the default gate and--gate none. - Opt-in, measured. On the 43-document reference corpus the build took +744 s (+19 %) and +0.53 GB peak RSS.
- The reference corpus fails the check, with 24 real losses: 22 images
on PDF pages without a text layer, which the reader drops together with
the page, and 2 docx Title paragraphs, which the converter moves into
metadata. A default-on door would therefore fail builds that pass today.
Report:
docs/2026-09-17-innholdsregnskapet-bygget.md. - Opt-in by operator decision (2026-09-17), until the losses it reports on the reference corpus are fixed. Of the three exceptions the gate proposes, the operator approved the PDF one only; approving it moves no number, because no witness counts a heading in a PDF.
- Limit, measured: the check proves that a string is present, not where. Short elements such as a section label or a one-word title are often found elsewhere in the same document. With R761's concept text cut to half, 4 823 paragraphs and 3 621 sections were reported lost, but only 3 titles and 16 labels.
Changed
okf buildexits 1 when it extracted at least one document and persisted none. Until now such a run exited 0, because every refusal was coded and the conservation identity held. The bundle was nonetheless empty. Measured case: guard 1.4.0 refuses R761 Prosesskoden:2025 whole, because of its 71 soft hyphens (U+00AD). Door B's library function (process_inbox) andcorpus.measureare unchanged; for a hostile inbox, "all rejected" is a correct outcome.- In this repository, one test relied on exit 0:
tests/test_cli_gate.py::test_build_refuses_a_document_the_real_guard_refuses. - No script here does.
okf projectcalls the build as a function and is unaffected.
- In this repository, one test relied on exit 0:
- A file carried through a document is no longer also a coded rejection.
Since 0.10.0, an image beside a document was carried into
assets/through that document and was ALSO counted asextractor_unknown, so one file had two fates. On R761 under--gate nonethat was 50 files.- The conservation identity is now
merged + files carried through a document + coded rejections = N. log.mdwrites the middle term only when it is non-zero, so a corpus with no such files keeps its line byte for byte.- The carried files are the references the reader actually resolved and
carried (
ExtractedDocument.files), never a byte match. A byte match would credit R761's 7 unpointed duplicates. - An unpointed file beside a document stays a coded rejection.
- The conservation identity is now
log.md'sImages: C carried of F found: with--accounting, F is what the SOURCES declare. A refused document's pictures therefore no longer read as "0 of 0 found".
Security
-
A document can no longer forge a carry in the content-accounting gate (0.10.1). New in the viewable-asset round: a converted image's own bytes are not in
assets/, soasset_holdsgained a second route that reads the two digests the bundle states on the pointer line. The expression ran over the WHOLE bundle text, so a document could simply write the sentence. Measured by PM 2026-09-19: a BMP declaring 50 000 x 50 000, refusedasset_too_largeand absent fromassets/, was reported as held — through an image'salttext, and through ordinary body text. Before that route existed,asset_holdshashed the source file and nothing a document wrote could reach it; the gate's own first sentence is that the fasit never comes from the reader it judges, andclaimed and not foundcould be silenced by a document that asked for it.- The claim now counts only inside a POINTER BLOCK this code wrote, and only where it names the asset that block points at. That closes body text and a table cell.
- An image's LABEL is document text written inside a pointer block, so
assets._inlinedisarms a checksum field in anything that came from the document: the digits are kept, the colon that makes them a field is not. That closes thealtroute. Neither half is sufficient alone. - Three mutants in
tools/okf_gate_mutants.py, one per check, each felled by its own arm; the harness now runs the copy with its ownsrc/onPYTHONPATH, because an editable install made asrc/mutant resolve to the working tree and survive without having been applied.
-
A remote image reference is no longer a live markdown image link (0.10.1). New in 0.10.0: before it, no reader read an
<img>attribute at all. A document could putinto a persisted concept, with the address and query string chosen by whoever wrote the document. This package opens no socket, but a consumer that renders the bundle — or an agent that fetches what it renders — does, which turns "this bundle was opened" into a beacon, and a server-side consumer into an SSRF. The guard refuses such a line atguard-user-uploadand the build's default tier does not, so the same bytes were persisted under the default and refused one tier up. A remote reference is now inert text with the address in ONE code span, and a property test over the readers asserts that no reference produces a markdown image link outsideassets/. Found by an independent review of 0.10.0 before it was pushed.- The first fix wrote the address twice — once in a code span and once
bare — and a GFM/linkify renderer autolinks a bare URL into
<a href>. It takes a click rather than a render, so it is weaker than an image link, but "inert" was half true. The address is now written once. - The first fix also dropped the caption:
labelstayed in the signature of the line that says what is missing, and no branch read it, so the alt text or figure caption of an image the bundle does not carry was lost — a regression against 0.10.0 and against that line's own reason for existing. It is written again, in the same-- <label>form a carried pointer uses.
- The first fix wrote the address twice — once in a code span and once
bare — and a GFM/linkify renderer autolinks a bare URL into
-
An image is bounded in three places, and the third is what the run pays (0.10.1). Nothing limited a PDF image's size: a 9.6 KB file declaring 3 000 x 3 000 grayscale zeros took 83 MB of peak RSS and a 63 KB one declaring 8 000 x 8 000 took 276 MB, linear in the pixel count, so one document could exhaust memory and take a whole batch build with it — before any gate, because the guard never sees image bytes.
- The size a container declares (
/Widthx/Height, an IHDR, adata:payload's encoded length) is checked againstMAX_IMAGE_PIXELS(40 000 000) andMAX_IMAGE_BYTES(256 MiB) before anything is decoded. - The size a carried file has is checked the same way. This package
never decodes such a file, so it pays nothing for it — but a 7 000 x 7 000
PNG of 47 705 bytes written into a bundle hands the consumer the same bomb
with
7000x7000 pxprinted beside it. - What the stream behind a PDF image decompresses to is measured, a
chunk at a time and discarded, before
get_data()is called. That is an independent number from the declared size:/Lengthis the compressed length, and a second independent review measured a 408 516-byte PDF declaring a 1x1 picture and carrying 400 MB of deflated zeros being CARRIED, with no rejection, at 892 MB of peak RSS. With the bound: 0 carried,asset_too_large, 54 MB — and 62 MB where the old path cost 2 436 MB, so the cost no longer scales with the bomb. - Every link of the chain is measured, not only the first. A PDF
decodes a stream through a list of filters, and the first fix read
filters[0]:/Filter [/FlateDecode /FlateDecode]therefore cost 886 554 624 bytes of peak RSS from 1 636 bytes of file, and three links cost the same from 1 070 — about 542 000x, with the picture still refused at the end, after the memory had been spent. It also left the 16 corpus image objects behind an[/ASCII85Decode /FlateDecode]chain unmeasured, becausefilters[0]is notFlateDecodethere. Bounded, measured idle in paired subprocesses: 52 367 360 bytes at two links, 61 390 848 at three, and 60 403 712 where the old path cost 2 567 204 864. - What a link COSTS is bounded, not the size of its output. Bounding
every
FlateDecodewas still not a bound: the bomb moved intoASCII85Decode, which the previous fix had classed as safe "because it shrinks".zis that encoding's shorthand for four zero bytes, so the filter quadruples its input, andbase64.a85decodeappends one 4-byte object per group to a list — about a hundred bytes of memory per byte of INPUT (measured on CPython 3.14: 101.4x at 1 MiB, 96.1x at 4 MiB, 94.5x at 16 MiB). Measured in paired subprocesses, idle machine, the document built once and read from a file: a 33 475-byte PDF decoding through[/FlateDecode /ASCII85Decode]cost 3 261 599 744 bytes of peak RSS and the picture was CARRIED; bounded, 42 070 016 andasset_too_large. Doubling the run ofztakes the old cost to 6 461 558 784 and the bounded one to 40 280 064, so the cost no longer follows the bomb. A single[/ASCII85Decode]link went 933 085 184 → 62 484 480, and[/Fl /A85 /Fl]3 519 180 800 → 43 438 080 (and fromasset_samples_invalidto a bound's own code). - Every permitted filter now carries a measured cost ratio
(
assets.PDF_FILTER_COST_RATIO) and a per-link budget (MAX_FILTER_DECODE_BYTES, 512 MiB).FlateDecodeis measured a chunk at a time as it is paid, under a limit that is the smaller of the picture's own bound and what the NEXT link's decoder may be handed, so the budget travels down the chain. Every other permitted filter has its cost PREDICTED from its input size before its decoder is called, because those decoders take a whole string and return a whole string. The cap that falls out forASCII85Decodeis read off the corpora: of the 9 668 image objects of the 77 PDFs measured, 16 decode through such a link and the largest input to one is 450 739 bytes, more than ten times under it. - A filter with no measured ratio is refused unread, with its own code
asset_pdf_unbounded:LZWDecode,RunLengthDecode,CCITTFaxDecode,/Cryptand anything unknown. - A property test runs every chain of length 1–3 over the ten filters
pdfminer decodes — 1 110 of them, each with an amplifying payload —
and requires each to be delivered under the bound or refused with a code
in the published vocabulary, never paid for on the way. The known-positive
beside it holds that every chain over the permitted filters still carries
a small image. Over the 5 142 image objects of
the 78 PDFs measured, the refused class is 4
CCITTFaxDecodeobjects, which are 1-bit stencil masks and were already refused one step later by the encoder. Measured by name over the same 78 documents, carried images are 9 356 before and 9 356 after: no document loses a picture, and the 8 objects that move code (4 masks, counted twice) were refused on both sides. - An encrypted stream is deciphered and then measured. Deciphering does
not change a stream's length, so this does what pdfminer's own
decode()does; before,stream.decipher is not Nonereturned without measuring, which made "the document declares encryption" a way past the bound. - What remains outside the bound is a stream something else has already
decoded, where the memory is spent before this package is asked. That one
is caught by a check on
len(data)AFTERget_data(), which is a counted refusal and not a bounded one. The difference is stated in the code rather than implied — and, since this change, held by a test: deleting exactly that line passed all 2 132 tests before it.
- The size a container declares (
-
A declared size that is not a size is refused with its own code (0.10.1).
/Width -1 /Height 40000000000multiplies to a NEGATIVE pixel count, under which every bound read as satisfied: the check returned silently, 400 MB was decompressed, and the refusal arrived from the PNG encoder asasset_samples_invalid— a code about a sample buffer for a defect in the declaration. A non-positive dimension is nowasset_size_invalid, raised before the stream is read. Its own code because a legitimate publisher shipping a picture larger than this package carries and a dictionary written to be read wrong are different facts about a document.
Fixed
-
A truncated RLE8 BMP is refused instead of carried as a partly blank PNG (0.10.1).
_bmp_rle8_rowspainted what the stream held and left the rest of the frame at palette index 0 — which is what the format says about a SKIPPED pixel, so no decoder disagreed and the picture was wrong with no code and no row. Measured by PM 2026-09-19 on a real R761 asset (352x548 = 192 896 pixels): cut to 90 % it was carried with 13 923 pixels wrong, to 50 % with 95 890, to 10 % with 166 525. The uncompressed path already refused the same shape.- The decode may now end at an explicit end-of-bitmap escape and nowhere
else; running out of bytes raises
asset_samples_invalid, the code the uncompressed path uses. NO PIXEL IS GUESSED: either every one is decoded from the stream, or the picture is refused with a line in the concept. - The rule is the terminator rather than
biSizeImage(a claim by the same untrusted header) or a coverage count (which would refuse the delta escape the format defines), and it is read off the corpus: over the 19 real RLE8 assets of the frozen R761 delivery, 19 of 19 end at an explicit end-of-bitmap, on 19 of 19 it is the stream's last two bytes, and on 19 of 19biSizeImageequals the available bytes. A whole stream that omits the terminator is refused alongside a cut one. - Nothing real changes hands: the same 19 files still convert losslessly
after the rule, 2 366 365 pixels compared — this time with stdlib on
BOTH sides, an independent BMP reader and an independent
zlib+ filter-reversal PNG decoder, with a one-byte control proving the comparison can fail.
- The decode may now end at an explicit end-of-bitmap escape and nowhere
else; running out of bytes raises
-
The content-accounting gate: a document refused whole is never clean. Its elements are all booked as coded rejections, so u = 0 and d = 0, and
refused_wholeasks its question only for a corpus that persisted NOTHING — one refused source beside an accepted one read as clean with the content gone.Unit.refusedis that loss with its own column and the document's code in the note. -
The STS JSON role map reads the publisher's own tags.
count_sts_jsoncompared the raw tag string where the XML witness has always used_local, somml:mathreachedtag == "math"on nothing — 74 formulas in N200 Vegbygging:2024 counted as 0. And the publisher's JSON writes a figure's caption asfigcaptionunder thegraphic, not as thefig/captionNISO-STS writes — 430 of them over the eight deliveries measured. No other count moves, measured role by role over those eight and the committed twins. -
The mutation harness is a gate. A surviving mutant now exits 1; the run ended
2 if errors else 0, sokilled 0 of 1exited 0. PM's X2 mutant — a report may declare a document rejected while the bundle holds it — is in the set and is killed by a new test driven from both sides. -
The skipped-row guard measures the machine, not the argument. Row 6 is SKIPPED exactly when the corpora the arguments name are absent, so asking the arguments made the branch unreachable.
-
Row 6 says when a corpus measures no element class at all. On N200 the build proposes 0 plans and exits 2 before the accounting door, so 16 549 elements land as unaccounted with no declared fate — a finding about the run that read as a finding about the build.
-
An inline PDF image gets a stable name (0.10.1). pdfminer names an inline image (
BI … EI) fromid()of a Python object, so a pointer line changed between two runs of one build and two concept files of the reference corpus differed — breaking the bit-exact rebuild invariant. Such an image is now named from its position on the page. -
Three sentences this release publishes are now held by tests. PM's checkpoint on
43331fcfound three mutants surviving the entire suite: a normalisation door that ALSO removes U+00A0 NBSP — which would have eaten all 6 633 of them in R761 whilelog.mdwent on saying "No other character is touched" — and row 3 of the accounting gate losing either itsrefused={n}column or its "N element(s) lost with R of D document(s) refused whole" clause. Each is killed now by a test that counts its own numbers: ten characters the door must leave exactly where they were (compared against a filter written in the test, so ORDER is pinned as well as multiset), and R, D and the element total counted over the units the test builds. -
log.mdsays where the soft-hyphen count comes from. The**Normalisation**bullet now ends "The count is the door's own, read off the run and not recounted from the source." Chosen over adding a second, independent counter: the door acts on the EXTRACTED text, so a counter over the source bytes would disagree by construction on every type extraction does not carry verbatim, and the gate would have to decide which difference was a loss. -
Two published numbers were wrong and are corrected. N101 ships 568
tbx:tags, not 574 — three independent counts agree (raw substring, regex over the JSONtagfield, node traversal), and a test now counts them over the delivery instead of repeating the number in a fourth docstring. And the reach clause "0 acrosstests/fixtures,examples, …" was true only of U+00AD: 2 of 230 readable tracked files carry U+200B, this repo's own known-negative fixture, which the door is built not to touch.
Documented, not changed
-
The accounting gate proves CARRIAGE, not FIDELITY. Neither of
asset_holds's routes decodes a pixel: a converter writing a blank PNG is accepted, because the bundle is internally consistent. The suite fells that mutant by decoding both sides; the judge cannot, and its docstring now says so — "claiming a conversion it did not perform" means claiming one whose FILE is missing, never one whose pixels are wrong. -
The lossless guard now has an arm that runs on a core install. It decoded through Pillow, an OPTIONAL dependency here (transitive under
pdfplumberin[extract]), so 4 of the 13 guards intests/test_asset_viewable.pywere SKIPPED on a plainpip install llm-ingestion-okf— the lossless one among them. The new arm decodes the carried PNG withzliband the five PNG SS 9.2 filters and compares against pixels written out in the test file, and it is re-run under asys.meta_pathfinder that makes everyPILimport fail. -
images: Nin a concept counts POINTER BLOCKS, not unique pictures (12 pointers to 2 files isimages: 12). Now stated in the README. -
A concept that is only a pointer block is persisted as substantive, because "degenerate" means zero characters after stripping whitespace and a pointer block is text.
[0.10.0] — 2026-09-17
Added
- A bundle carries the images its sources declare (0.10.0). Until now no
reader in this package fetched, named, described or copied a single image:
<img>'s attributes were never read, a NISO-STS<graphic>was walked past, a PDF was opened for its text alone, the converter's markdown writer dropped every picture, and the only writer into a bundle tookcontent: str. The two lossiness warnings said so on every run, which made the loss honest and did not make it smaller. Measured on R761 Prosesskoden:2025: the process text is carried in full while 12Tabell N-Nand 9Figur N-Ncaptions stand over nothing, so process 84's "toleranseklasse ... er gitt i tabell 84-2" points at empty space. Five readers place, one module decides.pdf(embedded image XObjects),docx/pptx/odt/rtf(the converter's media, through--extract-media),html/htm(<img src alt>, local paths and inline data URIs) andxml(<graphic xlink:href>, resolved against the href and then against a siblinggraphics/).llm_ingestion_okf.assetsdecides what an image IS, what it is called and how it is pointed at, so "carried N of M" means one thing across all five..xlsxis deliberately excluded: a two-line block inside its pipe tables would break the row locator read back out of them. The bytes go toassets/at the bundle root under<sha256[:12]>-<the source's own base name>, and the concept carries a two-line pointer where the picture stood -- a markdown image, then the source's own file name and the size in pixels. A PDF stream that is already a file (DCTDecode,JPXDecode) is carried VERBATIM; raw samples are encoded to PNG withzlibfrom the stdlib, so no new dependency and no rasteriser version enters an asset's bytes or its content-addressed name. What this encoder cannot express exactly -- a stencil mask, aDecodearray, CMYK, anything but 8-bit samples -- is refused with a code and counted, never approximated. ON by default, with--no-assetsreproducing the pre-0.10.0 bytes. Measured over the 43-document reference corpus, two builds of one commit: 453 -> 454 concepts, 865 -> 867 markdown files, 0 -> 2 964 assets (2 964 carried of 3 145 found, 4 622 pointers), 4.7 MB -> 115 MB, 2 414 s -> 3 088 s, peak RSS 6.26 -> 8.74 GB, and 422 of 865 markdown files differ. The one new concept has a measured cause: the pointers are body text, so a section holding 146 of that document's images grew from 19.0 % to 30.6 % of the extracted text and crossed--outline-gate's 0.20 share clause.log.mdstates it either way -- "N carried of M found", orNOT CARRIEDunder--no-assets, so a bundle nobody looked for figures in cannot be mistaken for a bundle of documents that had none. A concept on this repository's own profiles also carriesimages: N, conditional, counted out of the concept's own text. The image bytes are NOT screened, and the log says so: the guard is text-only, the pointer block passes the gate as body text, and the picture beside it passes nothing. Door C carries them too. Measured before the repair: importing a bundle built with--assetsmerged 6 of 6 concepts and wrote noassets/at all, so every pointer in the imported bundle named a missing file. Only the assets a MERGED concept points at are carried -- an asset belonging to a refused concept must not ride in on the back of a cleared one. A proposed SPEC section 6.4 for the layout is indocs/plan/okf-assets-section-6-4.md;_okf-canonicalis not edited from here.
Fixed
-
A markdown image is no longer read as a cross-reference.
structure._LINKreads[...](target)and never looked at the character in front of the bracket, so an asset pointer would have arrived in the index as areferencesedge to a concept that cannot exist -- and the digits in an asset's file name would have been read as a document number. The link's span is still masked, so the number scan cannot see it either. -
okf buildnow runs a real guard, and the bundle says which one (F1). From the day the command was packaged until 2026-09-15,corpus.measurewired an unconditional approve-everything stub intoprocess_inboxand noadd_argumentcall anywhere in the package named a gate -- so the only path most people use screened nothing, whilepyproject.tomlmade the guard a MANDATORY runtime dependency and the README recommended a composition the command line could not reach. Reported from outside byclaude-code-llm-wikiand reproduced here before anything moved.--gatetakesguard-trusted-source(the new default),guard-user-uploadornone, and the name is written into the bundle's section 9log.mdeither way, so a consumer holding a bundle can tell a screened one from an unscreened one. An unknown name is refused rather than resolved to the stub: falling back would reproduce the defect with an extra step.okf projectowns no flag that moves a bundle's bytes and takes the default; the corpus harness carries the same flag and the same default, because a test holds the two paths byte-equal. The default was chosen on a measurement, not on caution. Over the 453 concept bodies of the pinned reference bundle,PRESET_TRUSTED_SOURCEreturns the persist disposition on 453 of 453 whilePRESET_USER_UPLOADholds 1, taking one of the 39 source documents out. Neither tier waves anything through: an invisible carrier and a CRITICAL finding fail secure at both, measured against guard 1.4.0. Door B's own library default is unchanged atPRESET_USER_UPLOAD-- an inbox drop is an untrusted upload, an operator pointingokf buildat their own folder is not. The second tier ships asguard_adapter.inbox_gate_trusted_source, the three-line adapter that module's own docstring describes, rather than as a preset parameter. The composition the README recommends is now tested. Before this changegrep -rl inbox_gate tests/gave ONE file with 0 occurrences ofsegment, while the nine files passingsegmentation=all injected a local warn-stub: no test ran a real guard verdict and a segmentation plan in the same call. -
A fenced code block no longer declares structure (F2). The proposer read every line of the extracted text with the same grammars, so
# Use the opus[1m] aliasinside a ```bash fence became a level-1 ATX heading. Two effects, and the smaller one was the visible one: the document was REFUSED entirely when the line carried[or](Door B validates a title fail-fast and never repairs one) -- 5 of 191 pages of the reporter's corpus -- and the concept TITLE was silently taken from somebody's shell session everywhere else, on 62 of 191 pages (32.5 %). No rule infind_candidatesreads a fenced line now: not ATX, not the numbered grammar, not a table row, not a bold title, and not Arm D's outline run, which selects from the whole line list and would otherwise let a fenced install listing decide which run wins. Backtick and tilde fences, up to three leading spaces, a closing fence at least as long as its opener, and CommonMark's rule that a backtick fence's info string may not contain a backtick -- that last one is what keeps a line holding only`okf build`from silencing the rest of a document. It lands unconditionally rather than behind a flag, and the exposure is measured on the bytes: 0 of 865 concept files in the pinned default bundle and 0 of the shipped fixtures and goldens that reach the proposer carry a fence of either kind, so a rule that can only fire INSIDE a fence cannot have moved anything this repository has measured. It is a defect, not a default move.
Added
okf quality <bundle> --fasit <json>-- boundary recall against the structure the source itself declares (G37b). The bundle-only gate returnedUNMEASUREDand exit 3 on the very arm it was built for, because no bundle-only metric reaches it;boundary_share-- declared boundaries that became a concept, over declared boundaries -- is the one metric measured that orders the arms correctly, and it needs the publisher's own structure, so it arrives as an input rather than as a constant. The fasit is a JSON list whose rows carrytitleandnorm, validated at the door: a file that is not a list, a row missing either key, or anything that is not JSON exits 2 with the reason, never a quietUNMEASURED. The normalisation was measured before the metric was built: stripping all whitespace and lowercasing reproduces the fasit's ownnormfrom its owntitleon 2 761 of 2 761 rows (keeping only alphanumerics scores 58). A boundary is recovered in either of two forms, and both are load-bearing: a concept whose normalised title equalsnorm, or the pair of the concept's own directory and its residual title -- because the numbering token a publisher glues into a heading lands in the concept id on one route and in the title on another. Measured on the known-good arm, the literal form alone reaches 22 of 2 761 where the two together reach 2 759; on another build of the same product the split is the exact opposite (2 727 literal, 0 paired). One bar, at the value measured on the pinned artifact: 2 759/2 761,corpora = 1. It separates the known-bad arm at 1 148 of 2 761 (41.6 %), which is now aFAILand exit 1 instead of exit 3.--fasitis an assertion, likeokf consume --ref: a bundle of another product scores 0 of 2 761 (measured on two of them) and readsFAIL-- the assertion being wrong, not the bundle. The bar rests on one product, and the run says so on every boundary row.docs/2026-09-12-g37-terskler.mdSS 7 carries the premises re-measured, the seven bundles, the interval any bar could sit in, and the two R761 builds this one fails.
Unchanged
- Without
--fasitthe command is exactly what it was, held by a test: no boundary row, and860019-mdb-100still exits 3. No version bump, no tag,okf checkuntouched.
[0.9.0] — 2026-09-13
Added
okf quality <bundle>-- a per-file-type verdict, with the denominator (G37).okf checkis a CONTRACT check, and a green one is not a quality gate: measured 2026-09-10 byvegnormal-okf, three arms over one corpus all returned 0 findings and exit 0 while their hit@k ranged from 6 of 6 to 0 of 6. The new command asks the other question. Three verdicts and no fourth --PASS,FAIL,UNMEASURED-- and a type with no measured threshold is neverPASS; exit 0 judged and clean, 1 at least oneFAIL, 2 did not run, 3 nothing could be judged, because exit 0 over a table of unmeasured rows would be the silent pass the command exists to stop. Two thresholds today, bothstructure_null_share(the share of a type's documents that yielded exactly one concept), read off the pinned 43-document reference bundle:.pdf8/32 and.docx2/5, plus one definitional bar that applies to every type (0 concepts with an empty body, measured 0 of 8 602 over four bundles). A bar needs at least five documents on BOTH sides -- its own and the judged bundle's -- so.xlsx(2),.xml(1) and every type with no corpus class inextract._EVIDENCEareUNMEASUREDand print their numbers without a verdict. The gate reads the index tree, never a directory (SS 9.2), and prints the bundle's own run log beside its counts, because a document rejected at extraction leaves no row in the bundle at all -- the pinned corpus holds 33 PDFs and the bundle shows 32.okf checkis untouched.docs/2026-09-12-g37-terskler.mdcarries the table, the nine bundles behind it, the order's own premises re-measured (three of five moved), and three candidate metrics measured and NOT shipped -- two of them ordering a known-bad arm and a known-good one the wrong way round. The README publishes the bars behind a<!-- quality-thresholds: ... -->marker thattests/test_docs_promises.pypins to the code and to the document.
Changed
- The README states every file type the extractor registry reads (K3-26).
It read 13 extensions (
.md,.txt,.csv,.json,.html,.htm,.xml,.pdf,.docx,.xlsx,.pptx,.odt,.rtf) while the opening line named five of them and the full list existed only in a hidden<!-- extract-formats: ... -->comment, which no reader reads. A visible## Supported file typestable now carries one row per extension with its reader, its dependency (core or the[extract]extra), the evidence class the code records for it, and one honest note -- so aconstructedrow at N = 1 cannot read as a supported one. ANot read todaysection states what is absent (.doc,.epub,.eml/.msg, image files, source files,.one/.vsd) as facts rather than as a queue. Four new assertions intests/test_docs_promises.pypin the table's row set, its evidence cells and its core/extra split to the registry, and the opening to the table. The six-row Format/Reader/Evidence table that### Binary extractioncarried is gone with them: it duplicated three evidence classes in prose no test read, and that section now points at the pinned table. A fifth assertion holds it gone -- the same query finds 8 table lines in that section before the change. No change toextract.py: nothing about what is read moved, only what the README says about it.
[0.8.5] — 2026-09-12
Added
consumecan rank a body without the door's own link line (K3-23). One parameter,link_in_signal, defaultTrue, no CLI flag, no payload moved: it is the instrument that separates a ranking movement from a budget displacement on ONE bundle, and the measurement it was built for isdocs/2026-09-12-k3-runde23-stien-i-kroppssignalet.md. Measured on R761 (2 761 concepts, 710 heading-only sections, 675 carrying the line): of the 39 newly delivered concepts the line ever added a question token to, 39 gained it from the bundle-absolute PATH and 0 from the link's title, and every token it ever contributed is a segment of the document's own directory -- the saturationshared_id_prefixtakes out of the id signal, back in through the body. hit@1/8/50 stays 6/6 · 6/6 · 6/6 and the known-positive stays at rank 1 under every reading; delivered sets move on 2 of 8 questions at the defaultkand 3 of 8 atk50; the heavier excerpts displace 1 concept on 1 of 16 rows, and at the defaultkthe budget does not bind at all. The recognition is the door's own constant and its own place -- last in the body, after a blank line, in the door's link form -- so a human line opening with the same two words, and the door's exact form anywhere but last, both keep every character they have.--shell-parenttherefore stays OFF at the current link form, and reading the body without the line was recommended asconsume's default -- carried out in the same unreleased block below: it is byte-identical on 5 of 5 bundles anyone ships today, none of which carries the line.
Changed
-
consumeno longer scores the door'sEnclosing section:line (K3-25).link_in_signaldefaults toFalse(consume.DEFAULT_LINK_IN_SIGNAL) on all three entry points --searchable_text,concept_scoresandbuild_payload-- so the ranking and the stem vocabulary read a heading-only body without the line the door appends under--shell-parent. The excerpt still carries it and no CLI flag changed, so what moves is ORDER and never an excerpt's bytes. Carrying out K3-23's recommendation with its numbers: of the newcomers that line ever added a question token to, 39 of 39 gained it from the bundle-absolute PATH and 0 of 39 from the link's title, every such token being a segment of the document's own directory; under this reading a flagged bundle delivers what the unflagged build delivers on 16 of 16 rows (list, order andspent), with hit@1/8/50 6/6 at bothkand the known-positive at rank 1. The cost to anyone shipping a bundle today is zero bytes: 0 of 5 bundles carry the line, so 5 of 5 payloads are byte-identical across the move. A bundle that does carry it -- onlyokf build --shell-parentwrites it, and that default is unchanged and still OFF -- gets a different delivered order;link_in_signal=Trueis still reachable for the older reading. -
No bundle bytes move. A five-document folder built before and after is
diff -r-identical (52 files), so no ranking measurement is owed. The emission rule is untouched: this library still writes flow. -
Two docstrings and one README paragraph corrected rather than left standing.
materialize._render_sourcesgave three measured reasons for refusing to emit the block form; reason 1 (a block list round-trips to an empty value) and reason 3 (B6's acceptance test cannot pass) FELL with this fix and are struck. Reason 2 STANDS and now carries the rule alone, re-measured by readingportfolio-optimiserat6eb58e5:read_provenancereturnsUnreadableProvenance(reason="block-sequence"). It is not the guard's objection -- guard 1.4.0 reads the block form on 4 609 of 4 609 files. The README said this library "cannot read the block form" where one reader could and one could not; it now separates the two by KEY. -
okf.parse_frontmatterreturns a flow string for a blocksources:where it returned an EMPTY string (public API). The fix above changes what an outside caller reads: a consumer who read the empty value and concluded the address was absent now gets the address, while a consumer who passed the return value straight to a YAML reader gets a parse error where they previously got something empty that parsed -- a regression for them, and the reason it is stated here rather than left inside the fix. Measured 2026-09-12 over the same four bundles, denominator = concept files carrying a blocksources:(2 756 + 446 + 1 133 + 270): PyYAML 6.0.3 reads the returned string back on 0 of 4 605 of them, because the?opening a query string in the viewer URL ends the flow scalar. The string is a READING projection of a value this library does not write in that form; the emittermaterialize._render_sourcesstill writes flow, so no bundle bytes move.
Fixed
-
A block
sources:sequence no longer loses the address in the flat readers (K3-24).consume.read_sourceshas always read both YAML forms; the three copies of this library's line-oriented frontmatter grammar read only the flow one and returned the key with an EMPTY value for the block form -- not aKeyErrora consumer can catch, an address that disappears. Measured 2026-09-12 over four bundles a producer ships, denominator = files carrying a frontmatter block: 2 756 of 2 757, 446 of 447, 1 133 of 1 134 and 270 of 271 concept files lost it, while PyYAML 6.0.3 and the pinned guard 1.4.0 both read it on 100 % of the same files. After: 0 of each, and all three flat readers return what BOTH reference readers return on 4 609 of 4 609 files, plus 2 762 of 2 762 in a flow-form bundle that is unchanged.materialize.parse_frontmatteris public API, so the external consumer is the one this repairs.The value type was the choice and it was measured: widening the return type from
dict[str, str]costs 15mypy --stricterrors across four modules plus a signature every outside caller follows; rendering the entries back into the flow form those readers already round-trip costs 0. The rendering is a READING projection, not a claim that the value is writable.Narrow on purpose:
profiles.STRUCTURED_BLOCK_KEYSis{"sources"}, the keyread_sourcesalready knows how to read, and one grammar now serves all four call sites (profiles.read_block_mappings). A shipped fixture carrying a blockverified:still reads as an empty value, pinned by a test so the next widening is a decision rather than a side effect. The K3-20 guarantee is unmoved and asserted per reader copy: a nested key never enters the document's namespace.
[0.8.4] — 2026-09-11
Added
parentreaches the reader (K3-21 A).okf consumeresolves a concept'sparent:pointer -- asegment_id, unique only inside one document's plan -- among the concepts sharing itssource_file, and an excerpt carriesparent: { concept_id, title }, conditional likereq_number; a pointer that lands nowhere is namedparent_unresolved: true. A heading-only body whose plan entry has a parent gains ONE line,Enclosing section: [<title>](/<bundle-relative path>)(SPEC § 5.1, § 6.1). Measured on the one standard with such sections: 675 of 710 carry exactly one link, 0 broken, 72 265 B = 4.49 % of body bytes; hit@1/8/50 6/6 at bothkwith the known-positive at rank 1.okf consume --follow-parent(K3-21 B, off).parentalso carries the enclosing concept'stextwith that concept's ownsha256, placed after the cut from the room it left, in rank order -- the delivered set is the same with it as without it (16 of 16 payloads); a text that does not fit is cut and markedtruncated.
Changed
okf checkhas seventeen rules (parent_unfollowable): aparentthat is not aconcept_idandtitle, names its own excerpt, or names a concept in neitherexcerptsnorwithheld. Every "16 rules" line a consumer quotes is now "17 rules". Contract § 8 gains point 6, and its sentence "additional members are permitted and are not read by the checker" now says the checker reads only the members § 8 names. A consumer that does not knowparenthas nothing to do: it is conditional and absent on every bundle without it.- The § 7.4 known-positive moved (13 238 / 12 893 / 345 -> 14 721 /
14 346 / 375), because it IS the contract document: every payload's
budget.known_positiveblock moves with no bundle changing. Measured on 32 regression payloads, everything outside that block is byte-identical. --shell-parentstays off, on a measurement rather than on "okf consumereads noparentkey", which A made false: the link's absolute path repeats the document's directory in 675 bodies and moved the delivered set on 2 of 8 questions at the defaultk(3 of 8 atk50), hit@k unchanged.- The guard pin moves from
v1.3.0tov1.4.0([tool.uv.sources], and the pip fallback in the README). Installing@v0.8.4gives a different guard than installing@v0.8.3: 1.4.0 parses a flow sequence of plain scalars --source_offset: [1, 24],derived: [number]-- where 1.3.0 raised "a flow sequence admits flow mappings only". Measured with both guards'parse_frontmatteron one bundle built from the five-document project: 1.3.0 refuses 26 of its 28 frontmatter blocks, 1.4.0 refuses 0 of 28. The dependency rangellm-ingestion-guard>=1.2,<2.0is unchanged.
Fixed
- The index resolves a
parentnaming a segment of its own document (K3-21 C). 675 of 675 such facets renderedparent: pN?while the concept stood in the bundle; now 0. The two segmented goldens' index files move one?each (4 lines). - A declared section below markdown's sixth level keeps its level in the
plan (K3-21 D). The NISO-STS reader clipped the outline mark to 6 along
with the heading; the mark now carries the declared depth. On one standard
the plan moves on exactly 2 entries (
--shell-parentonly), and 710 of 710 shells point at the ancestor the<sec>nesting names (708 before). - Frontmatter this library writes is YAML a YAML reader reads back the same
(K3-22). SPEC § 11 point 1 requires "a parseable YAML frontmatter block" in
every file. Measured with PyYAML 6.0.3 before the change, the pinned K2
default bundle failed
safe_loadon 41 of 455 blocks (and a 42nd parsed to a truncated title), and each R761 build on 1 -- every one a block scalar written verbatim: a title with": "or" #", a leading-,*or**, a trailing:.- Block scalars: a value K3-19's plain-scalar rule refuses is written
double-quoted,
\and"escaped; every other value keeps its bytes. Rebuilt, the five-document project moves 0 files, each R761 build 1 line and the K2 default bundle 42titlelines, after which all 454 of its frontmatters parse and read back the same. - Flow leaves (
sources, Door A's list, a run-stated flow value): the pinned guard refuses any quote inside a flow mapping, so a leaf PyYAML would refuse (?,,[]{},": "," #", a quote, a leading indicator) has no form both read and is refused with the door's existing code (inbox_source_file_unaddressable,inbox_source_title_unaddressable,source_reference_unquotable,run_frontmatter_invalid). - Behaviour change:
okf build --frontmatter 'sources=[{ resource: <URL with a query string>, … }]'now exits 2 and writes nothing. K3-19's own flagged R761 build used such a URL and wrote 2 761 of 2 761 frontmatters PyYAML refuses. - Readers (
parse_frontmatter, the index and structure readers, bothread_sourcesbranches) unquote a"-wrapped value;'-wrapped values are untouched. On 25 273 files of existing bundles the readers return exactly what they returned before. - The generated
SKILL.mdheader goes through the same block rule. - PyYAML joins the
devdependency group only;src/imports no yaml. - Report:
docs/2026-09-11-k3-runde22-yaml-lesbar-frontmatter.md.
- Block scalars: a value K3-19's plain-scalar rule refuses is written
double-quoted,
[0.8.3] — 2026-09-11
Added
okf build --shell-parent(K3-20), off by default. A concept whose body is its heading alone getsparent:naming thesegment_idof the nearest ancestor that holds text: the nearest preceding plan entry at a smaller level, passing over an ancestor that is empty too. Nothing is copied and no boundary moves. It reads the plan's level and order, never the row. Measured on one process code, 710 of 2 761 concepts are heading-only; the route names the ancestor the document's own nesting names on 708 of them (two sit at depth 7, which a markdown heading clips to 6), where reading section numbers gets 686.- Off, by measurement:
okf consumereads noparentkey, so no payload ranks differently, while the flag moves the bytes of every bundle holding a heading-only section. - Known cost: the index projects
parentas a document NUMBER, so a segment id always renders unresolved there (parent: p1?). The same key already carries both meanings for an adjudicator's declared parent.
- Off, by measurement:
Fixed
- A directory every concept id shares no longer ranks the concepts
(K3-20).
okf consume's first fusion signal read a concept's title together with every segment of its id. On a one-document bundle every id starts with the same directory, and since K3-19 an STS document names that directory after its own number, so a question naming the document matched every concept -- except the one whose title already named it, which gained nothing because the overlap counts a question token once. Measured on a 2 761-concept bundle, the known-positive fell from rank 1 to not delivered at the defaultk(13 atk= 50).consume.shared_id_prefixnow keeps the leading directories EVERY id shares out of that signal: the known-positive is rank 1 at bothkand S1-S6 stay 6/6.- Consumer cost: payloads move only on a bundle whose ids all share a leading directory, which is what a one-document build produces. Where they share none, the signal reads the same string as before, and the measured multi-document bundles are byte-identical. The old order is reproducible by no flag.
- Measured and felled: dropping each concept's own document directory instead took a hit@8 row on the pinned 43-document bundle from rank 5 to not delivered.
Changed
- A NISO-STS document's own identity names its directory and titles its
sourcesentry (K3-19).okf buildput every concept of an STS delivery under a directory named for the delivery file -- measured, a UUID occurring 0 times in the document -- while the document's one<std-ident>carried a<doc-number>.extract.declared_identityreads exactly one<std-ident>(<doc-number>,<year>) and exactly one<title-wrap>; a value stated more than once is not read. The directory is the<doc-number>through the id grammar, replacing only the file's stem, andsources[0].titleis<doc-number>+<year>, then the<title-wrap>title, then the file name -- the first that can be written into the flow mapping verbatim (the measured<full>carries commas, so it never is). A declared name two documents in one run claim is used by neither, and stderr says so.- Consumer cost: a re-run, and an STS document's concept ids move
(
<uuid>/...-><doc-number>/...). Every other file type is untouched: the five-document folder rebuilds identical except thelog.mdline that records the venv's converter path. - Measured side effect on ranking, reported rather than repaired: hit@1
/ 8 / 50 over S1-S6 stays 6/6 at both
k, but the known-positive falls from rank 1 to not delivered at the defaultk(13 atk= 50).consume's first signal reads a concept id's segments, and on a one-document bundle every id now carries the document's own name; renaming only the directory back restores rank 1.--rarity-weightdelivers it at rank 4 with S1-S6 unmoved, and stays off.
- Consumer cost: a re-run, and an STS document's concept ids move
(
Added
okf build --frontmatter KEY=VALUE, repeatable, stamps a key on every concept of a run -- for what an operator knows and a document does not say, such as an edition or a publisher's address. SPEC SS 4.1 "Extensions" lets a producer add any key; SS 11 forbids a consumer to reject one. Split on the FIRST=, and the value is written verbatim on ONE line, because this package's readers are line-oriented and blind to a block-formsources. Precedence: a stated value beats what the document declares, which beats the file name. A run may add any key and REPLACE onlysourcesanddescription; every key the door writes itself -- including Door A'singest_manifest, which would make that door claim the file -- is refused before a proposal is written (run_frontmatter_invalid), as is a value that would not read back as stated. Reachable asbuild(frontmatter=...)and as a keyword-onlyconcept_frontmatter_valuesonmeasure,process_inboxandrender_inbox_concept. Without the flag nothing moves. Note: asourcesvalue carrying a URL orX:Yin the flow mapping passesokf checkand is refused by PyYAML'ssafe_load-- measured on 2 761 of 2 761 concepts with such a value -- and it is written verbatim as stated.descriptionfor an STS section, from its own first spec point. The first<p>of the first direct-child<sec sec-type="spec">, whole, carried by the plan entry, screened by the gate, and written only where a YAML reader reads it verbatim (inbox._yaml_plain; over 2 024 measured values the rule and PyYAML agree on every one). The spec sets no length, so the one-paragraph limit is ours. On the measured document: 2 026 of 2 761 titled sections carry a spec point, 1 807 descriptions are written (2 points have no<p>, 217 carry": "), none is invented, and none is derived from a title.
--ingested-at alone was confirmed to stamp every concept, on the segmented
route too, and to date log.md: 2 761 of 2 761. Report:
docs/2026-09-11-k3-runde19-dokumentidentitet-og-frontmatter.md.
[0.8.2] — 2026-09-11
Added
okf checkrefuses a skill and a payload that name different bundles (bundle_mismatch). The checker had published this hole about itself since 2026-09-08 and not closed it: reproduced on this repository's HEAD, it reportedconformant: 15 rules over 8 excerpts and 438 withheld entries, 0 findingsfor a skill generated from one corpus against a payload assembled from another; the same line for the UNFILLED template against that payload; and the same line again for a payload sharing the skill'sbundle_idat a foreignref. All three now exit 1 with one finding. The right pair is untouched at exit 0 with 0 findings, and a payload declaring no identity at all staysref_missing's defect at 9 findings -- no rule restates another.- BOTH halves are compared, and the
refhalf is the load-bearing one. Three distinct builds on one machine were measured carrying the samebundle_id, so an id comparison alone would pass a stale skill -- the case the generated skill warns about in its own words ("if the bundle moves, the ref moves with it and this file is stale"). SS 3.3: "a version is the producer's assertion; a ref is a fact about bytes". - An identity the rule cannot read is a finding, never a silent pass.
That is what refuses the unfilled template, whose
<CORPUS>and<REF>are not an identity. It also refuses the repository's own hand-madeskills/okf-consume/SKILL.md, which predatesokf skilland declares no bundle identity a reader can act on -- 1 of 1 shipped hand-made skill, a real find and not a fixture. - The rule compares a DECLARED identity against a DECLARED identity and
never opens the bundle, so a payload misreporting its own
refstill passes. Proving a ref against bytes isokf consume --ref's job and needs a bundle path this command deliberately does not take.
- BOTH halves are compared, and the
Changed
- The checker's rule count is 16, not 15, and
Report.rules_evaluatedis the denominator every report line quotes -- so15 rulesbecomes16 rulesin every published line. A consumer citing the old number is citing a number that has changed. No payload bytes move: this is the checker, not the pre-pass. skill.identity_lineis now the single authored copy of the sentence a generated skill declares its bundle in, read back bycontract_check.skill_identityand held to it by a test. Generated skill bytes are unchanged -- measured, both tracked bundles byte-identical before and after on the same interpreter.
Fixed
- The shipped
skills/okf-consume/is generated, and passes the check it tells its reader to run. The hand-filled copy predatedokf skill, declared no bundle identity, and was refused against the payload shipped beside it:NOT conformant: 16 rules over 3 excerpts and 0 withheld entries, 1 findings(bundle_mismatch, exit 1). It is nowokf skill's output forexamples/ingest-golden-segmented-okf-v0-2/expected-bundle-- the bundle its payload always came from -- and the pair isconformant: 16 rules over 3 excerpts and 0 withheld entries, 0 findings, exit 0. The payload's bytes do not move. Regenerate with the command inskills/okf-consume/references/README.md; two tests hold the pair and the generator's bytes.- Its frontmatter
namechanged fromokf-consumetob-golden-segmented-okf-v0-2-consume. Claude Code takes a project or personal skill's command from its DIRECTORY, which staysokf-consume, so a copy at.claude/skills/okf-consume/is still/okf-consume; only the display label moves. Nothing in this repository named the skillokf-consume. - Its prose no longer states K2 numbers. The 629-concept figures belonged to a corpus that cannot ship; the generated numbers describe the three-concept golden bundle and nothing larger.
- Its frontmatter
uv.lockrecords this package at 0.8.1. The 0.8.1 version bump never reached the lockfile, which still said 0.7.0, souv lock --checkexited 1 on a clean checkout and any non-frozenuvcommand rewrote the file. One line; nothing else in the lock moved.--title-coveredno longer lifts a short title over a title that answers more of the question. 0.8.1's partition read every concept whose WHOLE title the question accounts for before everything the fusion ranked above it. That is a claim about the covered title's PRECISION, and it overrode the fusion even against a title answering MORE of the question: measured on a 26-concept bundle of five tender documents, a question naming a section by three of its title tokens also held a neighbour's whole one-token title, and the neighbour took rank 1 from the section the question names. A covered concept now RISES through the fusion's order and stops beneath the first concept whose title answers more question tokens, by equality, than it holds. Same flag, no new parameter, no new constant.- What the rule was built for does not move. On the 2 761-concept bundle
of one standard no covered concept had such a title above it, so all 8
payloads are byte-identical to 0.8.1's at default
kAND at--k 50; hit@1/8/50 stays 6/6 · 6/6 · 6/6 with the known-positive at rank 1. - Where the rule never fires nothing moves either, measured on the bytes: the pinned K2 bundle 6 of 6 payloads identical, Arm B 6 of 6, the three N bundles 15 of 15.
- Four other repairs were measured and not taken: a minimum title length sold hit@1 back to 3 of 6; a share of the question holds only in a band set by the question's word count (1/9 < s <= 1/6); an order inside the covered group cannot act on a group of one; a closed stop list touches no title involved and would be a new vocabulary to maintain.
- 0.8.1's unbounded order is reproducible by no flag. It differs from
this one only where a covered concept has such a title above it -- 1 of
the 4 questions measured on that bundle, 0 of 8 on the standard, 0 of 27
elsewhere.
--no-title-coveredstill reproduces the pre-0.8.1 order. - One constructed variant still reads the short title first, and no rule
reading titles alone separates it. A shortened form of the same question
shares ONE token with each of the two titles; a form that blocks on any
token the covered title lacks fixes it and takes one of the standard's
scored questions, the same shape with the opposite answer, from rank 1 to
3. Report:
docs/2026-09-11-k3-runde17-dekningen-stopper-ved-en-bredere-tittel.md.
- What the rule was built for does not move. On the 2 761-concept bundle
of one standard no covered concept had such a title above it, so all 8
payloads are byte-identical to 0.8.1's at default
[0.8.1] — 2026-09-10
Added
--title-covered(ON by default, opt out with--no-title-covered): a question that accounts for a concept's WHOLE title reads that concept first. On the 2 761-concept bundle of one standard, the answering section was delivered at rank 1 on 3 of 6 scored questions and none of the reading side's six flags moved that number -- the whole sweep sits at 3/6 or worse. Measured on that bundle, before and after: hit@1/8/50 3/6 - 5/6 - 5/6 -> 6/6 - 6/6 - 6/6 at defaultkand 3/6 - 5/6 - 6/6 -> 6/6 - 6/6 - 6/6 at--k 50, with the known-positive holding rank 1 at both and the known-negative still not a hit. S1 4 -> 1, S5 not delivered -> 1, S6 3 -> 1.- THE DEFECT IS THAT BOTH LEXICAL SIGNALS ARE UNNORMALISED COVERAGE
COUNTS. They measure how much of the QUESTION a candidate answers and
nothing measures how much of the CANDIDATE the question accounts for, so a
section titled with the question's subject alone scores what a narrower
section titled with that subject PLUS a qualifier scores, and then loses on
the body count. Decomposed per miss: S1 turns on
hvordan, an interrogative pronoun; S5 onhvilkeandstillesin a body 7x the gold's, and onbetonghvelv ~ betongkonstruksjonerthrough the four-character stembetong; S6 on an exact tie broken byconcept_id. - A PARTITION, never a fourth RRF signal, and the arithmetic is why. RRF
consumes ranks alone, so with shared ranks a rule whose positive group has
mmembers is worth1/61 - 1/(61 + m)-- a rule firing on ONE concept of 2 761 is worth 0.00026 against a body gap of 0.0029. A precise rule is worth LEAST under this fusion. Measured as a signal it moves hit@1 not at all (3/6, both as a third and as a fourth signal); as a partition it reaches 6/6.lookup_hitsis the same shape for the same measured reason, and it still wins: the new partition lands below it, with a test and its control. - By EQUALITY, never by shared prefix. Four shared leading characters take the group from 1 to 6 on one question and 9 to 31 on another, with the answering section falling to candidate rank 6 and the known-positive to 2.
- TWO CANDIDATE REPAIRS WERE MEASURED AND FELLED FIRST. Pivoted length normalisation of the body signal collapses at every value swept (b = 0.25/0.5/0.75/1.0 -> hit@8 3/6, 1/6, 1/6, 0/6, and at b = 1.0 the known-positive falls to rank 49): the median concept holds 22 tokens against a mean of 60, so length normalisation promotes thousands of tiny concepts. Title PRECISION as a signal reaches candidate hit@1 5/6 and takes the known-positive from 1 to 4 every time it does.
- NOTHING ELSE MOVES AND IT IS MEASURED ON THE BYTES. The pinned K2 bundle
keeps
(1,1,1,1,1,5)and its 7 pin tests, Arm B keeps(1,1,1,1,1,5), and the payloads on both are byte-identical on 6 of 6 questions; n100/n200/ n500 payloads are byte-identical on 5 questions each; the 828-file HTML corpus still gives 828 plans, 0 unreadable and 6 015 md withdiff -rqempty; the five-document folder isdiff -r-identical at 26 concepts / 52 md;okf projectstays byte-equal tookf build. hit@k on n100/n200/n500 is NOT MEASURED -- this repository holds no gold set for them, which is 0 gold sets and not 0 hits. - THIS IS THE FOURTH READING-SIDE CHANGE THAT MOVES A PAYLOAD WITH NO BUNDLE
CHANGING. A consumer pinned to the previous excerpt order needs
--no-title-covered. The rule fires on 0 of 21 measured cells outside that one bundle, so "no regression" there means it never fires -- not that it fires harmlessly. Report:docs/2026-09-10-k3-runde16-hele-tittelen-tar-ruten.md. - A MEASURED DOWNSIDE, written as a known limitation and not as a fixed
defect: a SHORT, GENERIC title is covered in full by more questions than a
long one is. On a five-document folder (26 concepts) a constructed
known-negative question demoted the answering section from delivered rank 1
to rank 2: a neighbouring concept titled with a single common process word
has its WHOLE title accounted for by that question, while the answering
section's longer title does not. The other seven delivered places did not
move. The repair is a later round's; nothing here narrows the rule, and the
opt-out is
--no-title-covered.
- THE DEFECT IS THAT BOTH LEXICAL SIGNALS ARE UNNORMALISED COVERAGE
COUNTS. They measure how much of the QUESTION a candidate answers and
nothing measures how much of the CANDIDATE the question accounts for, so a
section titled with the question's subject alone scores what a narrower
section titled with that subject PLUS a qualifier scores, and then loses on
the body count. Decomposed per miss: S1 turns on
build_payload's signature defaults are now held equal to the consume CLI's argparse defaults by a test, for every same-named parameter. This is O6's defect in the other command:cli.builddefaulted two flagsFalsein the signature andTruein argparse, and a caller reaching it as a function read the signature.
[0.8.0] — 2026-09-10
Added
-
A section the SOURCE DECLARES now takes the route declared structure takes, at the shipped defaults.
.xmlgained a reader in the entry above and the reader reached its ceiling -- 2 761 of 2 761 heading lines -- while the build delivered 23 concepts and 15 of 2 761 boundaries. Everything after the reader ate it, and both steps are measured: the orphan check removed 710 of 2 761 (710 of 710 removed headings are followed immediately by another heading and 0 of 2 051 delivered ones are -- they are container sections), and Arm F folded 2 066 more, 2 089 -> 23.extract.xml_outlinereports the marks the reader wrote itself. There is no bridge and therefore no tolerance constant and nounresolvedbucket: the reader appended the line it names. That is the difference frompdf_outline, whose naive nearest-line rule was wrong on 1 840 of 2 762.propose.RULE_XML_SECTION(rule:xml-section) is its own name inRULE_NAMESand in_ORPHAN_EXEMPT, so an artifact still distinguishes an element the reader transcribed from a bridged bookmark (rule:pdf-outline) and from a heading somebody guessed (rule:heading).- The route is chosen by the ROW (
DECLARED_STRUCTURE_IDS = {"xml"}), never by the text: the same markdown arriving from a.mdfile is still a guess. No other file type changes one byte --diff -ron the five-document reference folder is empty (52 md, 26 concepts, 0 of 5 rejected, 0.xmlfiles in it),okf projectis still byte-equal tookf build, the pinned K2 bundle is unchanged, and the PDF arm still proposes 2 762 segments. - Measured at SHIPPED DEFAULTS, not behind a flag: 2 761 concepts;
2 761 of 2 761 declared sections became a concept with the source's own
directory and title; 0 concepts match no declaration;
a)-points 0 of 4 954; table blocks 10 of 10; hit@1/8/50 3/6 · 5/6 · 6/6 (from 0/6 · 0/6 · 0/6) with the known-positive at rank 1. Cross-arm, 2 761 shared concept ids -- 100 % of the XML bundle and 2 761 of 2 762 of the PDF arm's, up from round 13's 2 022. - Two directories of 2 738 still hold two concepts (
11,12): the publisher reuses a section number for two distinct sections, and it is the same 2 the PDF arm has. Round 13's 14 such directories were false positives of the text route reading the document's own contents listing, and they are gone.
-
.xmlis a core file type, NISO-STS aware, with a generic fallback. A publisher's own viewer delivers a zip that holds 0 html, 1 xml and 109 images;okf buildon it was 110 of 110 unreadable, 0 plans, exit 2, and the conservation identitymerged + coded rejections == Nwas never written because the run aborted earlier. The one xml file is the whole product: 7 715<sec>, 2 761 with a<title>, 4 954 lettered points, 10<table-wrap>, and a<sec>-nesting depth distribution row-for-row identical to the publisher's own structure fasit.- The output grammar is MARKDOWN, the same the office and HTML rows reach the
proposer through:
propose.pyis untouched.<label>+<title>become one ATX line at the section's own depth; a<sec>with only a<label>is a body line and never a heading (0 of 4 954 became concepts);<table-wrap>becomes one markdown table (10 of 10, against 0 of 10 on the PDF path). - The reader emits 2 761 of 2 761 heading lines and preserves text
exactly -- 1 283 395 of 1 283 395 non-whitespace characters, ratio
1.000000. The BUILD reaches 2 065 of 2 761 with
--no-unit-foldand 15 of 2 761 on the shipped defaults; the whole distance is two proposer rules, decomposed with denominators in the report. - hit@k over six questions, k=50: 3/6 · 5/6 · 6/6, matching the PDF arm row for row, with the known-positive moving from rank 13 to rank 1. 2 022 concept ids are shared between the two channels -- 96.8 % of the XML bundle.
- No new dependency:
xml.etree.ElementTreeis stdlib anduv.lockis untouched. A<!DOCTYPEis REFUSED unparsed with its own code, which is a guarantee about this package rather than about the installed libexpat. .xmlnever routes through the converter, and it is measured about 12x faster and about 30x smaller in peak memory than the PDF arm on the same document and the same machine.- XML that is not STS gives 0 plans and a FAILED build, and that is not an
.xmldefect. The known-positive that decides it: a folder holding one.txtof prose with no headings gives exactly the same three lines and the same exit 2. This is generalokf buildbehaviour for any structureless document -- extraction works, 0 unreadable, the text is there, and the proposer has nothing to propose. The gate that refuses a run with no plans stays: a run replaying zero plans would emit a flat bundle and report it as a success. Separating "0 plans, 0 unreadable" from "0 plans because nothing could be read" would change the outcome on 0 of the 4 reference corpora, so it is not separated. - Report:
docs/2026-09-11-k3-runde13-xml-sts.md.
- The output grammar is MARKDOWN, the same the office and HTML rows reach the
proposer through:
Fixed
-
A PDF bookmark sharing a line with another left no trace.
pdf_outlinecollected marks in a dict keyed on the destination line index, so a second bookmark on a line was discarded bysetdefaultin silence: measured on a 701-page document, 2 763 nodes in, 2 762 marks out,unresolved= 0.PdfOutlinenow carriescollided, and the identitynodes in == marks + unresolved + collidedholds. Keeping both nodes was measured and felled -- the two candidates then open at one offset and the first closes with an empty span the orphan check deletes. -
--pdf-outline(OFF): cut a PDF at the boundaries its own/Outlinesbookmark tree declares. Measured outside this repository on one 701-page process code whose publisher also ships a NISO-STS structure for it: the shipped default recovers 1 967 of 2 761 titled sections, 0 of its 28 chapters, and 794 of 794 misses have their heading text present in the extracted text -- the line was read, the boundary was never opened. The same file carries a 2 763-node bookmark tree that matches 2 761 of 2 761 STS titles exactly afterre.sub(r"\s+","",s).lower(). With the arm on: 2 759 of 2 761 boundaries (99.9 %), depth 1 28 of 28, concept titles identical to the publisher's own after that normalisation 2 761 of 2 761, false positives 3 of 2 762 (was 163 of 2 182), directories carrying two concept files 2 (was 132, of which 65 were a contents copy and a body section under one id), front-matter concepts 2 of 2 762 (was 72). Seven of seven consumption fasit now exist in the bundle (was four); hit@1/8/50 is 3/6 · 5/6 · 6/6 against 1/6 · 2/6 · 4/6.- It is a SEGMENTATION arm, not a reader option: the extracted text is byte
for byte the same either way, and
--pdf-headings/--ocrstay the only two things that change what a PDF says. - A PDF with no bookmark tree is byte-identical with the flag on;
pdfminer'sPDFNoOutlinesis "this file has no index", never an error. Measured on the five-document smoke folder:diff -rempty against both the arm off and the pre-change tree. - No new dependency and no second parse of the file's pages: the tree is read
through
pdfminer.six'sPDFDocument.get_outlines(), whichpdfplumberalready ships under the existing[extract]extra. Cost on the 701-page document: 119.22 s -> 183.31 s wall, peak RSS 3 252 -> 3 251 MiB. - An unresolvable
/Destis dropped and COUNTED, never fabricated into a boundary and never a refusal of the file. That document has 0 of 2 763; one of the eight reference PDFs in this repository's own sample has 2 of 2. - The default does not move in this release. Reach measured: 1 of the 8 reference PDFs carries a usable tree at all.
- It is a SEGMENTATION arm, not a reader option: the extracted text is byte
for byte the same either way, and
-
.pdfhas a row inextract._EVIDENCE, asmeasured. It was the row with the most measurement behind it and no entry in the table, which is the one way a table like that misleads while every entry in it is true.
[0.7.0] — 2026-09-09
The first screen an agent reads, the three shapes of request the skill answers, and one defect that made the command the first screen recommends build a worse bundle than the command it claims to be.
Note for path importers, added 2026-09-09 after a report from a consumer.
tools/okf_consume.pyends by replacing its ownsys.modulesentry with the packagedllm_ingestion_okf.consume. A caller importing it withimportlib.util.spec_from_file_locationholds the objectmodule_from_specreturned, which that line does not reach: read the module back out ofsys.modules[<name>]afterexec_module, or importllm_ingestion_okf.consumedirectly. From the commit that adds this note the file also copies the implementation's public names into its own globals, so a path-imported object carries them -- but that restores attribute ACCESS only, never patch-through.
Fixed
okf projectbuilt a bundle two rules behindokf build.cli.build's Python signature defaultedkeep_table_headingandsheet_section_rowstoFalsewhile argparse defaulted both toTrue;project.createcallsbuild()as a function and passes no flag list, so it read the signature. Measured on a five-document folder:okf projectwrote 15 concepts / 30 files whereokf buildon the same folder wrote 26 / 52, and the whole difference was in the priced spreadsheet — the document a question about price has to reach. The invariant test that was supposed to catch this could not: it comparedproject.createagainst the samebuild()function, so both sides carried the same wrong value, and its two fixture documents had neither a table nor a sheet. Both gaps are now tests: one compares the signature's defaults against argparse's, the other builds a document whose concept count actually moves with the two flags. After the fix the two paths are byte-equal on that folder (diff -rq, 0 differences).
Added
- A first screen for a reader who has not used this before, agent or human:
what it is in one sentence, one install line, two commands, and the three
shapes of request. The phase-status paragraph that used to open the README
moved down to
## What this library is; nothing was deleted. - Three modes in the consumption skill, stated in the template, the
instantiated skill and the generator:
- Question — as before, the default.
- Hypothesis — decomposed into premises and answered per premise as
confirmed/refuted/undecidable-from-bundle, three literals with no fourth value. A premise whose excerpt is real but does not carry the conclusion is[sourced-not-sufficient]on that premise, not on the whole answer: four premises and one weak source is three answers and one gap, and reporting it as one refusal throws the three away. - Task that produces a document or a paragraph — every claim in the
written artefact carries
(bundle_id, concept_id), the excerpt'ssha256, itstitleand whicheversource_*keys it has; an ungrounded paragraph is written and marked, never dropped; and the cut (considered,withheld,delivered) is declared inside the document, because the document travels without the chat. The five markings are untouched — the modes add no sixth.
Changed
- The generated skill states relative paths where it can. In the layout
okf projectwrites, the commands are nowokf consume .okf/<id>andokf check --skill .claude/skills/<id>-consume/SKILL.md, runnable from the project root — which is whereokf project's own closing line tells the reader to startclaude. A path outside the project root stays absolute on purpose:../../..is not more portable, only harder to read. The two absolute paths a generated skill carried are now zero, measured with a query shown capable of finding first — O5's published "4 → 0" usedgrep -c "^/"against paths indented by two spaces, which could not have matched either way. - One tag is pinned everywhere.
README.mdpinnedv0.4.0on its install lines andv0.6.0further down, andllms.txtpinnedv0.4.0; an agent reading from the top installed a tag withoutokf project. All install lines now namev0.7.0, and the earlier tags are kept as a labelled history section rather than as commands.llms.txtgained theokf projectform and a pointer to the Claude Code section.
0.6.0 — 2026-09-08
The first tag since v0.5.0a2, so everything that had accumulated as
Unreleased is in it — those sections are kept below, under their own heading,
rather than folded together. What follows first is what O5 added, and why the
release needed a minor of its own: the installed command grew from one
subcommand to five, and one build default moved.
Added
okf consume,okf check,okf skillandokf projectare subcommands of the installedokfcommand. Until now the pre-pass, the contract checker and the skill generator lived intools/and were reachable only from a clone; a consumer who installed this library could build a bundle and had no way to read one back. Measured before the move: a consumption skill generated from a checkout carried four lines naming that checkout by absolute path, two of them the commands the skill tells a reader to run, so the skill could not be moved, shared, or run by anyone else. The generated skill now namesokf consumeandokf check— names on PATH — and a test asserts the repository appears in it nowhere, with a known-positive so the zero is a measurement rather than a search that could not find.tools/okf_consume.py,tools/okf_contract_check.pyandtools/okf_skill.pyremain as thin aliases, so every published reproduction block still runs.okf project <folder>: a folder of documents to a bundle you can ask a question of, in one command. It runsokf buildwith this package's default into<out>/.okf/<id>/, generates the skill into<out>/.claude/skills/<id>-consume/, and prints what it read, what it wrote, which documents are in the folder but not in the bundle, and which landed whole as a single concept — the two cases a question can only be answered[sourced-not-sufficient]in.<out>defaults to the current directory and<id>to the folder's name reduced to[a-z0-9-]. It owns no flag that changes a bundle's bytes, and a test holds the project bundle byte-equal to theokf buildbundle of the same folder.skills/okf-prosjekt/, a Claude Code skill (Norwegian) that wrapsokf projectand reads its summary back.- The template and the contract document travel in the wheel.
okf skillinstantiatesskills/okf-consume-template/SKILL.mdandokf consumemeasuresdocs/consumption-contract.mdas its section 7.4 known-positive; neither was installable before. Both are force-included from the file they are authored in, so there is still exactly one copy of each.
Changed
okf build's default now includes Arm E (--table-grid), with--no-table-gridas its opt-out. The default moved to Arm D plus Arm F earlier in the same day; measured afterwards, that combination is Arm F with nothing to fold. The fold's table clause folds a table back into the heading that introduces it, and with Arm E off a grid table is not one block but one block per rule line. On the operator's twelve-document reference the shipped default scored 2 of 12 anddocx0 of 3, against the 5 of 12 the fold was published with — which had been measured with Arm E on. Three arms are now on by default, each with an explicit opt-out;--outline-run 0 --no-table-grid --no-unit-foldreproduces the pre-2026-09-08 bytes.- This tag does not make OKF v0.2 generally available.
OKF_LATESTis unchanged.
Also in this release: everything that had accumulated since v0.5.0a2
-
The corpus harness (
tools/okf_corpus_run.py) can replay segmentation plans, and it writes the bundle'slog.md.--plans-dirnames the proposals to replay and the profile follows from it;--bundle-idand--okf-versionare arguments, never constants, because a profile names a key and the caller owns its value.log.mdis written in SPEC section 9 form and dated fromingested_at, somerged + sum(coded rejections) == Nis checkable from the bundle alone rather than only from a report that does not travel with it. Without--plans-dira run is unchanged. -
The K2 rebuild that measured all of this. The harness had passed
STRUCTURED_V1and no plans, so a 43-document corpus arrived as 39 flat concepts with noadjudicationkey anywhere. Rebuilt, the same corpus yields 629 concepts, 618 of themadjudication: proposed. Record:docs/2026-09-03-k2-bundle-rebuild.md. -
tools/okf_propose_segments.pytakes--path-prefix. Section numbering is document-local, so across 39 documents 618 proposed entries claimed only 601 distinct paths -- 17 collisions that Door B's gate refuses per document. Scoping each document's entries under a caller-supplied prefix removes all 17. Without the flag every artifact already produced is byte-identical.
Changed
-
A spreadsheet's tables are written as PIPE tables, so a row survives as a row. The converter's default markdown writer emits SIMPLE tables, which pad every cell out to the width of the widest cell in its column. Measured on a real 43-document corpus: one 594-character prose cell turned the sheet holding the tender's prices into a 67 244-character whitespace carpet with runs of up to 887 characters between a label and its amount, and the header row named a single column because only the first cell of the source's row 1 is filled. The bytes reached a live consumer's model in two of eleven prompts and appeared in none of its eleven answers. The same sheet through the pipe writer is 11 048 characters with no whitespace run longer than two, one row per line, each source column its own cell.
--columns=1is part of the fix and not cosmetic: the pipe writer pads to a width computed from that setting, so at the default a NARROW table gains runs of up to 45. Spreadsheet-only: the other four office rows have the same defect available to the same one-line change, but a spreadsheet is a grid with no prose fallback, while moving the prose rows would move a corpus denominator nothing has measured.tests/test_extract.pypins that scoping with three digests. Record:docs/2026-09-08-prisform-og-loggen-k2.md. -
An integral spreadsheet number loses the converter's trailing
.0, and the shared string table is what makes that safe. The converter renders a numeric cell as a double, so5647500arrives as5647500.0-- and a TEXT cell reading92.0arrives as92.0too, which the output alone cannot tell apart. The rewrite is bounded to a table cell whose entire content is such a number, by unescaped pipes on both sides, and it is skipped whenever the same literal is in the workbook's shared string table. Any workbook this cannot read keeps its converter decimals rather than being guessed at. -
The bundle's root
index.mdno longer linkslog.md. The harness added that link (95eb271) so a reader entering atindex.mdcould reach the one file carryingN; it was a LOCAL choice and said so. Consumption contract SS 9.2 forbids a consumer from enumerating the bundle directory unless the named profile says the index is derived, which makes the index tree the entire map a consumer may use -- so everything it links is a document. Measured: a consumer walking a 629-concept bundle that way returned 630, and a corpus run's own log became readable and citable as content.5a0c879excludedlog.mdfrom OUR walk, which fixed the count on one side of a disagreement produced on the other. The log is still written to the bundle root, which is where SPEC section 9 puts it, andtools/okf_consume.pystill excludes a linkedlog.md-- every bundle built between95eb271and this change carries the link. -
The pinned
llm-ingestion-guardmoves tov1.3.0([tool.uv.sources]anduv.lock; the>=1.2,<2.0range in[project.dependencies]already covered it and is unchanged). What this fixes is that the guard could not read back what this library WRITES: at1.2.0the flow-formsourcesin the OKF v0.2 golden was refused outright, and flow is the only form this library is able to emit, because its own line-oriented parser cannot round-trip the block form. Measured before the bump so the test discriminates rather than merely passes, and pinned bytests/test_guard_adapter.py::test_the_guard_parses_the_flow_form_sources_our_goldens_emit. Two rows of the gate table indocs/okf-nokkelinventar.mdmoved, not one: the BLOCK form ofsourcesnow passes too, which retires G30 -- though it changes nothing about what we emit, since our own parser is still the binding constraint.resourceis allowlisted only inside asourcesentry, so section 10.2'sexecutor/attesterresource stays rejected through every carrier and the Door C boundary is unmoved. No public API of this library changes; a consumer's cost is a re-run. -
uv.lockalso picks uppypandoc-binary==1.17, which is a stale lockfile being corrected rather than a new dependency: the package was already declared in the[extract]extra, anduv lock --checkreports the lockfile as out of date on the untouched tree. Core still has exactly one runtime dependency. -
tools/okf_propose_segments.pywrites no artifact when it has nothing to propose, exiting1(distinct from2, "could not do the job") instead of0with an empty plan. An empty plan cannot be replayed --process_inboxrefuses one, because a plan naming no entry would persist nothing for a document that was dropped -- so the file's only possible use was to fail a run later, and it did. Measured: 11 of 39 documents in the K2 corpus propose zero segments. -
A concept can now record more than one source.
sourcesrenders a flow sequence of N flow mappings on one line, so a v0.2 profile can express multi-source provenance instead of the single entry that was the measured ceiling on SPEC 5.1 coverage. A single source is byte-identical to before, so every golden is unmoved and no existing bundle changes.The form is flow, not the block list PM decision B6 prescribed, and the reason is measured: this library's frontmatter parser is line-oriented and skips indented lines, so a block list round-trips to an EMPTY value with every entry silently gone -- and the consumer the decision was written for accepts the multi-entry flow sequence while classifying a block sequence as unreadable provenance. Emitting block would have produced records neither side can read. A negative-control test pins the block form's data loss so the reason stays measurable rather than remembered.
New error code
sources_empty: an empty list is refused, becausesources: []reads as a measured absence when it is the absence of a measurement. -
The consumption contract, stated normatively in
docs/consumption-contract.md, with a copyable skill template (skills/okf-consume-template/) and a checker (tools/okf_contract_check.py) that reads its mechanically checkable half: payload shape, source marking per excerpt, the closedadjudicationandtrust_tierstate sets, denominator identity, and the budget gate with its validated known-positive. The checker ships outsidesrc/, so no consumer's install surface changes. -
Five office formats through a vendored converter, behind the same optional
[extract]extra:docx,xlsx,pptx,odt,rtf. The converter binary travels inside the wheel and is resolved by path rather than found onPATH, with its version asserted against a pin --pypandocsearchesPATHfirst and takes the highest version it finds, so a vendored binary buys nothing until something resolves it explicitly. A host carrying a different converter is refused rather than silently used.Two of the five rows are measured; three are not. The corpus this work was measured on contains zero
pptx,odtandrtffiles, so those rows work by construction and have never met a document anyone wrote. The distinction is asserted in the suite, not left in a comment..doc(Word 97) stays out -- the converter does not read it. Drawn content does not survive extraction in any format, and every conversion warns about it. -
Four error codes for the converter path:
extractor_binary_missing,extractor_binary_version,extractor_convert_errorandextractor_empty_conversion. -
tests/test_docs_promises.py, which asserts the README's published format list against the registries it describes. This exists because the README's previous promise -- thatdocxandxlsxalways fail fast -- went false silently when the converter landed. A published guarantee is a test obligation. -
Door B extracts
pdfbehind the optional[extract]extra. The extra is populated for the first time, with one parser:pdfplumber>=0.11.10,<0.12(MIT). The default install is unchanged — still exactly one runtime dependency, still stdlib otherwise — and a packaging test enforces that.The parser choice was forced by a measurement, not by preference (
docs/2026-08-21-g2-pdf-extraction-measurement.md). On a real Vegnormalene requirement table,pdfplumberkeeps 4 of 4 rows with label and value on the same line;pypdf,pdfminer.sixandpymupdfeach keep 0 of 4, emitting all labels and then all values. A downstream reader can only re-pair those by guessing, and in a requirements document a wrong pairing looks right.pymupdfwas additionally excluded on licence (AGPL-3.0 or commercial): this package is MIT and an optional extra must not hand a consumer copyleft they did not choose.docxandxlsxwere unchanged at this release, shipping no parser and failing fast withextractor_extra_missing. That is no longer true: a later release added a vendored converter reaching five office formats. This entry is left as written — a changelog records what a release did — and the correction is stated here so a reader arriving at this line is not misled. -
ExtractionWarning, exported from the package. Everypdfextraction emits one. Text extraction recovers text; anything a PDF draws — figures, diagrams, images — has no text to recover, so only captions survive and a bundle built from drawn documents is incomplete by construction. That is categorically true rather than document-specific, so it is stated rather than detected: deciding "is there a figure on this page" is a layout heuristic this library does not own. A named class so it can be filtered deliberately. -
Two error codes, both mirroring existing patterns rather than inventing behaviour:
extractor_empty_pdf(a PDF yielded no text on any page — a scanned or image-only document; refused rather than persisted as an empty concept, which would be the silent skip this registry exists to prevent) andextractor_pdf_error(the parser failed on the bytes; the third-party exception is wrapped, never leaked).
Changed
-
The
[extract]gate forpdfis now an import probe rather than a membership test. The rejection did not change: without the extra installed,pdfstill raisesExtractionErrorwith codeextractor_extra_missingand the same message naming the remedy. A consumer that has not installed the extra sees no difference at all. That behaviour is asserted unconditionally, including on machines where the parser is installed, so it cannot rot into a skipped test.Known limitation, stated rather than worked around: structured table recovery is out of scope.
pdfplumber.extract_tables()andPyMuPDF.find_tables()— two independent implementations — return the same wrong shape for the measured requirement table, and across the whole handbook only 45 of 196 detected table objects are clean enough to hand torender_tableunchanged. The breakage is in the documents' ruling geometry, not in either library. PDFs therefore enter this library as prose, with table lines correctly paired.Extracted PDF text is pinned to an exact parser version.
pdfplumberpinspdfminer.six==20260107exactly, andpdfminer.sixships date-stamped releases with no stability contract. Extraction is deterministic within a parser version (measured across five configurations) and not guaranteed across one, so any golden fixture built on extracted PDF text is a fixture migration away from a parser upgrade.tests/test_extract.pyfreezes the expected text of a committed fixture so that upgrade breaks something visible instead of drifting silently; seetests/fixtures/README.md. -
DEFAULTnow stampsgenerated: { by: process:okf-ingest, at: <ingested_at> }instead ofgenerated: true. This is a byte change in every concept file Door A writes underDEFAULT, so a consumer's own golden fixtures will show one changed line per generated file.The trigger is not an upstream Google release.
DEFAULTstates the ingest-spec layer owned byportfolio-optimiser-commons, and they ratified this shape (2026-08-02) and executed it in their spec on 2026-08-09. §7 defines the value: the actor is the fixedprocess:okf-ingest,atrepeatsingested_atverbatim, and it is unquoted because frontmatter is parsed line-oriented — a quote would be a character in the value rather than syntax a reader strips.What it costs a consumer is a re-run, and nothing else. Ownership recognition is one-way: a profile carrying an actor still owns the older literal stamp, so a bundle written by an earlier version re-runs in place rather than tripping the §3 collision gate. No call signature changed and no key was added or removed.
Two things it is NOT. It is not a migration of
DEFAULTonto OKF v0.2 — the profile remains v0.1 on every axis upstream owns, and still emits nosources. And it does not makeDEFAULTandOKF_V0_2the same profile; they now agree on the stamp and continue to differ in index root frontmatter, type-conditional requirements, andsourcesderivation.Door B (
process_inbox) is deliberately unchanged: its marker isgeneratedplussource_file, it is not governed by the ingest-spec, and it stays disjoint from Door A'singest_manifest. -
The v0.5.0 pilot set gained a fourth member:
portfolio-optimiser. Admitted 2026-08-09 on their request.v0.5.0a1's entry below says "do not pin this tag outside the pilot set" and names three repos; that entry is left as written, because it records what was true when the tag shipped. This is the amendment, and the sentence still binds — the set is now those three plusportfolio-optimiser.The reason is the producer axis, not the count.
portfolio-optimiser-claudeis parked, and with it parked no original member could emit a v0.2 bundle at all:claude-code-llm-wikiis read-only in the pilot andcatalogis gate-side. The new member consumes the same Door A. Nothing about the provisional surface changes:OKF_LATESTstill points atDEFAULT, and the v0.2 surface may still move on pilot feedback without a deprecation cycle.If you pin
v0.5.0a2, its guard pin is>=0.2,<0.3— that tag resolves against guardv0.2.0, not thev0.3.4this repo'smainnow uses.mainmoved to>=0.3,<0.4after the tag. Also notetool.uv.sourcesis not inherited transitively: a consumer supplies the guard's source itself. -
The guard pin moved to
>=0.3,<0.4, resolved againstv0.3.4. The window is widened only after measurement, never before: the 19-fixture guard-surface suite was run againstv0.3.4in a scratch venv first, and reproduced exactly the three deltas measured againstv0.3.3— no new ones.v0.3.4's own fixes are regex-complexity repairs, one of them (okf._MD_LINK_RE) on Door C's call path, with no disposition changes. -
Door C now passes
allow_reserved=Falsetookf.import_bundle. The guard added the keyword in the0.3.xline and defaults itTruefor the received-bundle path, which would merge a sender'sindex.md/log.mdinstead of rejecting them. Door C overrides it, keeping the unconditional reserved-name refusal committed to before the keyword existed. The reason is structural rather than a second opinion on the guard's scan: Door C generates the merged bundle'sindex.mdfrom what it merged and writes every merged concept verbatim, so a sender'sindex.mdwould be a second, irreconcilable claim on one path.This is not a behaviour change for anyone on the previous pin. Under
v0.2.0the keyword did not exist and reserved names were refused by construction; the explicit argument preserves that outcome across the bump. A consumer sees the same rejections, with the same reasons, before and after.
Fixed
-
tools/okf_adjudicate.pyexits 2 on a malformed plan instead of raising. ASegmentationErrorfrom the plan grammar used to escapemain()as a traceback and exit 1, while every other malformed-plan case in the same file already returned 2. Exit codes are the interface a caller scripts against, and exit 1 with a traceback says "this command broke" where the truth is "this file is not a plan" -- the two are the same code an unhandled bug would produce. The refusal itself is unchanged: nothing is written either way, and the grammar is untouched. Now one line on stderr naming the error code, and exit 2. A caller that treated a non-zero exit as failure sees no difference; one that distinguished 1 from 2 sees a malformed plan move into the class it belonged to. Pre-existing since the empty-verdict branch landed, and pinned until now by a test that recorded it as a finding rather than fixing it. -
A verdict
okf_adjudicatecannot read back is no longer reported as a malformed plan. The command parses the plan before building anything and parses its own verdict after, so only the first failure is the operator's file. The second is reachable -- an empty--adjudicatorproduces a verdict the grammar refuses -- and before the change above it surfaced as a traceback. Catching the grammar error at the top would have turned it into a clean, confident, wrong diagnosis naming the plan file, which is worse than the traceback: it sends the operator to fix the one artifact that was fine. The verdict parse now raisesAdjudicationError, so the message names what actually failed. Exit 2 either way; nothing is written either way. -
okf build --ingested-atalone now stamps every concept, not just the unsegmented ones.--proposed-atdefaulted independently toDEFAULT_STAMP, so a caller who set only--ingested-atstamped the 11 of 629 concepts that read the call's value directly, while the 618 segmented concepts -- which readsegment.ingested_at, the plan'sproposed_at-- stayed on1970-01-01T00:00:00Z. Measured on K2 rebuilt atfbaac6d.proposed_atnow defaults toingested_atwhen omitted; a caller who wants the proposal and the replay dated differently still passes both explicitly. Neither flag passed still yieldsDEFAULT_STAMPfor both, byte-identical to before. -
The consumption pre-pass (
tools/okf_consume.py) no longer counts a linkedlog.mdas a concept.link_log_in_root_index(corpus.py,95eb271) links a run's own log from the root index for bundle navigation; the index walk that enumerates concepts followed that link like any other and counted the log as one, inflating a 629-concept K2 rebuild to 630 and letting the log rank and get cut like real content. The link stays --docs/consumption-contract.mdis silent onlog.md, and95eb271already named the link a LOCAL choice rather than conformance -- but the walk now recognisesLOG_NAMEthe same way it recognises the index itself: reachable for navigation, never a concept. A bundle whose index does not link its log (every bundle built before95eb271, including the deliveredK2-bundle-20260903) computes the samesha256-treeref before and after.
0.5.0a2 — 2026-07-31
This is the pre-release the pilots pin. v0.5.0a1 was tagged and abandoned
unused — do not pin it. It carried a generated.by actor that the spec owner
had already excluded, and it was caught before any pilot was notified.
Fixed
-
OKF_V0_2'sgenerated.byactor isprocess:okf-ingest, notprocess:llm-ingestion-okf. Commons decided the fixed id on this repo's own proposal 2026-07-31, superseding option (d) chosen here 2026-07-27. The exclusion isingest-spec.md:7-8, frozen on the spec being framework-neutral: normalising our repo name into the id would force every other conformant implementation to write it into its own output.Nothing in the wild carried the excluded value —
OKF_V0_2did not exist atv0.4.0, and no pilot had been notified — so this costs a tag rather than a migration. It is recorded rather than quietly folded in because the failure it avoids is specific:actoris both the stamp written and the value owned back (OwnershipPolicy), and recognition is one-way, so a pilot holding bundles stamped with the excluded id would have hitcollision_unstampedon its own files the moment the id was corrected.
0.5.0a1 — 2026-07-31 — ABANDONED, do not pin
Pre-release. PROVISIONAL surface. Shipped to a named pilot set —
portfolio-optimiser-claude, the plugin marketplace catalog, and
claude-code-llm-wiki — so that real data can find what fixtures cannot. The
v0.2 surface may change on their feedback without a deprecation cycle.
Saying so up front is what buys the freedom to act on the feedback; discovering
it later is what would make a pilot a de-facto release. Do not pin this tag
outside the pilot set.
Support for a new upstream version is additive — a new profile, never a
migration. OKF_LATEST still points at DEFAULT; flipping it is the GA
event, not a side effect of this tag.
Added
OKF_V0_2profile. Google OKF v0.2 as a profile alongsideDEFAULTandSTRICT_V1. It closes nothing: §14 forbids a conformant consumer to reject on an unknowntypevalue or on unknown additional keys, sotypeis the only required key. It NAMESokf_versionbut never carries its value — that value tracks the upstream Google version and belongs to catalog (decision E1), so the caller supplies it viamaterialize_bundle(..., root_frontmatter_values=…)and the profile fixes only the key and its position.root_frontmatter_valuesonmaterialize_bundle, keyword-only: the mechanism behind "a profile names a key, a caller owns its value".sourcesemitted as an inline flow sequence, populated from the manifest.- The v0.2 golden fixture, compared byte-for-byte like the others.
Changed
profileonmaterialize_bundleis keyword-only, so existing positional call sites stay source-compatible._is_ingest_ownedis profile-aware. Ownership is a policy on the profile, not a literal; recognition stays one-way.
Fixed
root_frontmatterpermitted a key without requiring it — the two had been the same profile field. Upstream says MAY where the field said MUST, so a root index that legally omitted an optional key was rejected.root_frontmatternow permits and orders; the newroot_frontmatter_requiredrequires.STRICT_V1keeps requiring its three (unchanged for its consumer),OKF_V0_2requires none,DEFAULTis untouched. Measured against the eight root indexes available locally: 7 of 8 failed before, 0 of 8 after.
Notes
DEFAULTandSTRICT_V1are byte-stable across this release. The emit path is byte-identical; the golden suite is the check.- Known, deliberately unfixed:
TypePolicy's closed branch does not strip quotes from a declared type. All three call sites passDEFAULT.types, and bothDEFAULTandOKF_V0_2setallowed=None, so the branch is unreachable in shipped code — it fires only for a caller constructingSTRICT_V1and callingrejectiondirectly. Fixing it would repair a write path that never sees quotes, and would fix the meaning of a quote character without a value model that can express one, in a line-oriented format.
0.4.0 — 2026-07-25
Phase 2. The bundle inbox (Door B) and external-bundle import (Door C) ship, and with them this library's first — and only ever — runtime dependency.
Added
- Door B — bundle inbox (
process_inbox). Per dropped file: bytes → extraction → persist gate → render → collision gate → write → index link. Returns anInboxResultwhose four buckets (persisted,quarantined,rejected,failed) are disjoint and complete, so a file that vanished mid-run surfaces as a missing entry rather than as nothing. One bad file never aborts the run: only an invalidingested_at, a reservedokf_type, and a missing inbox directory fail the whole run, each being wrong for every file at once. Concept files are namedinbox-{slug}.md, disjoint fromindex.md, Door A'singest-*, andpromoted-verdict-*;source_sha256is taken over the original dropped bytes, so provenance stays re-verifiable against the operator's file. - Door C — external bundle import (
import_bundle). Reads an external OKF bundle and hands it whole to an injected gate over the guard'sokf.import_bundle— a bundle-level call, because it resolves the cross-link graph across concepts — merging only concepts that clear the non-blocking floor. Two invariants, both load-bearing: a merged concept is written verbatim (stamping it would require round-tripping frontmatter through this library's line-oriented parser, which cannot represent the block lists the guard's parser accepts, and would persist bytes the guard never screened), and ownership is therefore proven by content identity — an occupied target name is re-used only when the bytes there are already identical, never overwritten. Re-importing an unchanged bundle is a no-op. extract_text— the Door B extraction registry. All file-type → text extraction lives in this library, because the guard is text-only.md/txtpass through,csvrenders the markdown table,jsonis fenced verbatim, andhtml/htmreduce to text withhtml.parser— stdlib throughout.pdf,docx, andxlsxare gated behind the[extract]extra, which ships no parser yet: those types fail fast with a typed error naming the extra, never a silent skip.llm_ingestion_okf.guard_adapter— the shipped gate over the real guard (inbox_gate,import_gate), and the only module here that imports it. Door B screens the exact bytes it persists: the guard'sprepare_inputbookend prepares text for a model call this library never makes, soscreen_outputalone is used and the screened string is the written string. It follows that the gate refuses rather than repairs — a file carrying an invisible carrier is rejected, not stripped and persisted. The policy isPRESET_USER_UPLOAD, so any finding at all is held back.- 15 new stable error codes, each registered in the
errors.pydocstrings (the stability contract) and pinned by the error-code conformance suite:extractor_decode_error,extractor_empty_csv,extractor_extra_missing,extractor_unknown,import_label_invalid,import_path_empty,import_path_too_long,import_provenance_invalid,import_slug_collision,inbox_slug_collision,inbox_slug_empty,inbox_slug_too_long,inbox_source_file_invalid,inbox_title_invalid,okf_type_reserved.
Changed
llm-ingestion-guard>=0.2,<0.3is now a mandatory runtime dependency. Installing this package installs the guard. Importing it does not: onlyguard_adapterimports the guard, so a Door A consumer keeps working whatever state the dependency is in, and the doors themselves still take an injected gate. Until the guard is published to a package index, install it from its tag — see the README. A packaging test enforces that this stays the only runtime dependency.- An extraction
titlecontaining[or]is rejected at manifest load (ingest-spec §4, ratified D1). Previously only single-line was validated. A manifest that loaded before and carries a bracket in a title now fails fast with codemanifest_schema: the title renders verbatim into the index link label- [title](target), where a bracket breaks index-link and navigation parsing downstream.
Fixed
- Materializing one manifest no longer deletes the files another manifest stamped into the same bundle. The §3 ownership scan classified every ingest-stamped file as replaceable, so a second manifest sharing a bundle removed the first one's concept files and their index links. Ownership is now narrowed to files whose stamp names the running manifest by stem — the stem is stable across content edits, so an edited manifest still reclaims what a prior run of itself wrote. The operator-copy restriction (a generated file copied into curated content) remains documented, not enforced.
Notes
- Phase 2's binary extraction is not in this release: the
[extract]extra is declared but empty, andpdf/docx/xlsxtherefore fail fast. That is the one outstanding item from the phase, and it ships separately. - The ownership change above is an extension point, not a spec fix. Filed
under "Fixed" because it stops silent data loss, but the spec owner
(
portfolio-optimiser-commons) has since pointed out that removing every ingest-stamped file is verbatim what ingest-spec v1 §5 mandates: v1 assumes one manifest per bundle and defers multiple manifests feeding one bundle as a named extension point. So this release implements that extension point and outruns the frozen text rather than conforming to it. The mechanic itself is not at risk — matching by manifest stem follows from the spec's own{stem}@{h}stamp definition, since{h}changes on every content edit — but the surrounding prose is queued for amendment in commons and is not ratified. Treat multi-manifest bundles as ahead of the spec until it is. - Exception
__cause__preservation is now pinned by a conformance suite, one test per fail-fast wrap site, alongside the existing.codesuite.
0.3.2 — 2026-07-23
Fixed
- Frontmatter and index-label values are emitted verbatim; only
source_queryis whitespace-collapsed. Earlier releases collapsed every whitespace run in every frontmatter value and index link label to a single space. §5 ofingest-spec.mdmandates that collapse forsource_queryalone — where a multi-line SQLSELECTmust render on one line — while every other value is validated single-line at manifest load and passed through unchanged: validation, not repair. Atitlecarrying an internal whitespace run now survives byte-for-byte at both thetitlefrontmatter and the index link label, instead of being silently altered. Output bytes change only for values that contained a collapsible whitespace run; the shipped golden fixtures and both consumers are unaffected.
0.3.1 — 2026-07-19
Fixed
-
Documentation corrected a security claim that did not hold. The module docstring and README stated that this library "calls the guard at every persist gate". That described the intended end state in the present tense. Door A — the only door shipped — is ungated: the package has zero runtime dependencies and calls no guard function before writing to disk. Both places now say so plainly, and state that gating external or untrusted content is the caller's responsibility (
okf.import_bundle, orprepare_input/screen_output) until the persist gates land with Doors B and C.No behavior changed in this release. The correction is published because a consumer read the earlier wording as safe-by-default and would have persisted ungated content on that basis.
0.3.0 — 2026-07-17
Added
- Stable machine-readable error codes.
IngestErrorgained a keyword-onlycodeattribute (default"unspecified"). Roughly 24 codes are documented in theerrors.pydocstrings, and those docstrings are the stability contract. Consumers should assert onexc.value.code, not on message text.
Changed
- Exception message text is explicitly declared unstable. It may change in any
release. Tests matching on message strings (
pytest.raises(match=...)) should migrate to code comparisons.
Notes
- Generic schema shape violations deliberately share the single code
manifest_schema. One code per validation rule would have frozen an unnecessarily large surface. Finer resolution is a separate decision, not an assumed requirement.
0.2.0 — 2026-07-17
Added
- PEP 561 support. The
py.typedmarker ships with the package, so consumers get the inline type hints without a mypy override. IngestResult.stampexposes the spec §5 provenance stamp on the result object.
0.1.0 — 2026-07-16
Phase 1 (Door A) implemented against the normative ingest-spec.md owned by
portfolio-optimiser-commons. Never tagged; consumers pinned the commit
dae0bd1a directly.
Added
- Fail-fast manifest validation (spec §3–§4).
- Spec §5 body renderers as pure functions.
- The
fileconnector (CSV, fail-closed path boundary), thesqlconnector (read-only sqlite, env-resolved credentials), and thehttpconnector behind an explicit per-run network opt-in. - Spec §5 materialization with an in-memory staging collision gate.
- Index maintenance on re-materialization (spec §6).
- The spec §11 golden fixtures, compared byte-for-byte.
- The Door A public surface:
materialize_bundleplus the typed error hierarchy rooted inIngestError.