Session 146 fixed `--run-id` across the seven doors and called it a class. It was not: the class
is every caller-supplied value that reaches a file name, and `write_outbox` composes
`{run_id}-{approach_id}`. Measured 20.09 -- `--approach-id a/../../../ESCAPE` answered 0 and put
the artefacts three levels above the directory the caller named. Counted rather than assumed: 11
path compositions in `outbox.py`, 2 such values, both now through one `_checked_name`.
The ledger sentence that said containment was UNREACHABLE after the string rule was untrue, and
the approach-id escape is the disproof -- the removed check would have caught it. It is back, but
in `outbox._artefact_path`, where the composition is, not in the door. That is the difference
that makes it reachable: the string rule lives in the door, while `run.py` hands its own
`--run-id` straight to the writers and goes past it. Checked before the directory is created, so
a refusal leaves nothing behind, and it covers the next flag someone interpolates into a name.
The judge's exact call now answers 3 with 0 files outside. Suite 2291/0/5/5 (746 s), ruff clean,
mypy 0. Both gates re-run after `git add`: v1 exit 1 (0/3, 0/3, 3/8, no report, 3/8, NOT
MEASURED, 1/20), B exit 1 (15/17, 0/2, 15/15 over 516 files, 0/3, 4/5, NOT MEASURED) -- no row
moved, and row 3's denominator held because the probe grew in place rather than as a new file.
Also: the presentation deck said 1.1.0 was the current version in two places. 1.2.0 now stands in
every tracked place that claims the repo's version. No bump, no tag, no new capability.
[skip-docs]
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Two rows and the matching CHANGELOG entries. The first records the measurement rather than
the decision: `--outbox-dir <d>/inni --run-id ../../ESCAPE` answered 0 and wrote two levels
above the directory the caller named, on a door whose directory argument was already
guarded. It also records the check that did NOT survive -- the containment half was
unreachable after the string rule and is written down as dead code removed, not as a second
layer of defence.
The second row is the smaller and older failure: a rule called load-bearing in prose, with
no arm that would notice if it were deleted.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
The row the seam needs: why the outcome is derived rather than declared (the writer
branches on the TYPE, so a door taking it as an argument would let anyone author an
outbox of claims), why the outbox directory is always the caller's to name, why the
shape guard is a 3 and not a 2, and where the ground truth for each probe comes from.
It also writes down what did NOT move and why, so the next session does not rediscover
it: `rundebinding` and `rapport` share `round_builder`'s `main` with nothing in argv to
tell them apart, and `build_report` is a sub-step of `build_round` — a `report`
subcommand would be new capability, not a door over an existing step.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
The ledger row for toolbox step 3: what was built, the row-1 movement (5 -> 8 of 17), the
int/float measurement that decided how the door reads a proposal, the exit-3 carrier for a
blocked proposal, the fasit each probe uses outside the door, and the stage the door does NOT
expose (P7 input grounding) with the reason.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
The constant-sync gate is fail-closed on a name it cannot find, and it searches the package's top
level; `RUNBOOK_MIN_BODY` lives in `evals/b_gate.py`. Citing it as `NAME = value` therefore read as
a claim about a constant that does not exist. Same shape as the note at the top of this file about
the finding-99 row, and the same repair: the name in the span, the value in prose.
Caught by the suite, not by reading.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
One row for the whole delivery: why `portfolio-optimiser-toolbox` is the third console script (it
is the one thing the other two cannot be used for), what each subcommand is bound to, why every
handler is a thin adapter and every dispatch an explicit branch, and how the probes assert on what
the door wrote rather than on the function it calls.
Plus the third repair of B-gate's binding with its measurements: the judge's seven forms at 0 of 1,
the naming rule turned into a discriminator, named-prose reasons, row 3 at 15 of 15 over 514 files,
and the runbook heading that is no longer a section. The row states its own limit (the gate reads
that the probe drives the door; it does not re-run the probe with the door broken) and records that
N7 stays open in the gate and closed in the suite.
The mutation run is in the row because two of its findings could not have come from reading: the
dead-code pruning survived two mutants until the arms that reach it were written, and three
mutants are named as non-measurements (two renamed a label, one was equivalent).
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
The measured escape: a runbook that was the five contract-named headings plus "x" (125 characters
in all), with a correctly checksummed attestation, read `2 av 2 GRØNN`. Only a file whose whole
content was "x" had been refused -- the rule asked whether the section NAME appeared in the text,
never whether anything stood under it. A table of contents is not a runbook anyone can follow.
Section names are now bound to a HEADING line, and what counts is the body beneath it
(`section_bodies`, 80 non-whitespace characters as a floor). The row says so itself, and says what
the floor is not: a length is never a measure of whether the runbook is true. That stays the
operator's, which is why row 6 is still `IKKE MÅLT`.
Two rc-0 controls in the suite carried section bodies of "noe" and "steg 1: naviger pakken" -- both
would now fail on the new rule rather than on the rule they were written for, so both got a real
body. A control that falls on the wrong rule has stopped controlling.
Also: the one very long line in the ledger (the arm name mid-paragraph) rewrapped. Cosmetic, named
in the 2026-09-20 checkpoint's leftovers.
NOT taken from that same list: freezing the outbox shape so the round-builder's denominator arm
stops skipping outside a tree with `scratchpad/`. It needs a checked-in fixture of the measured
form, which is not the "only if cheap" the order allowed, and the checkpoint proposed no round for
it either.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Measured, not asserted: PM's P14 reproduced in BOTH directions (survived 43 of 43 pre-round arms,
felled by three arms after), 7 of 7 own mutants felled on AssertionError about behaviour with 0
IndexError, and the class the order named -- "an assert built from the binder's own table" --
counted at 4 of 12 rb.<table> assert sites and closed, with the independent side named for the
other eight.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Third writing of the same sentence, third time untrue. Measured in this working tree, by the arm
committed red before this one: FOUR of the five types outside the measured seven do not sit in an
outbox that also holds a coverage -- and for `plan-review` that says nothing at all, because the
type has 0 artefacts in the repo. `multibase` DOES sit there, in four outboxes
(`p17b-multibase/`, `p20-stress/`, `p21-stress/`, `p22-stress/`, all `lindaas`), and each of those
four holds TWO coverage files. That is why they fall outside the "exactly one coverage" rule the
union of seven is counted over -- and the same fact is the proof that seven is a FLOOR and not a
ceiling, which is the argument the false sentence was trying to make.
The comment above `_RUN_LEVEL_TYPES` carried the same claim in English and is corrected with it.
The arm now counts the outboxes and holds the ledger's row to the count, so a fourth writing is a
failing test rather than a review finding.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Row updated, not appended to: the B-gate invariant now carries both repairs of
19.09 and the numbers that moved in each. Two precision errors the checkpoint
named are corrected in place -- "no row became greener" is true of colour and not
of numbers (row 5 went 1 of 2 -> 4 of 5 when the unit was split), and ENTRY_KINDS
has three arts, not four.
What the new paragraph records: the probe binding and the two traps measured while
building it (substring, and a local module alias), the price in row 1 (3 of 17 ->
0 of 17, each of the three named with its reason), the limit statement that claimed
two remaining ways where six were measured -- four closed, three named and left
open with their reason -- the held_out door out of the denominator, the five small
holes closed and the two limits stated rather than closed, and the thirteenth
mutant: it survived twice, and the first arm written to fell it proved something
already true.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Row 1 goes 3 of 17 -> 0 of 17. Nothing was removed from the product and no row
changed colour; the three that counted stopped counting because the contract they
satisfied was satisfiable without capability.
BEARING 1 -- the probe is bound to the step, and the binding is MEASURED in the
probe's own source. Chosen: read the probe (ast) rather than demand it live in a
contract-named file, because a file name is a convention a stub meets as easily as a
real probe. Three traits, each measured: it drives the DOOR (the dotted module or the
registered command name appears as a string it uses -- anywhere but a docstring,
because the honest form assembles argv in a variable first), it names the STEP (the
symbol, id or subcommand as a whole WORD in what it passes INTO a call or calls), and
it asserts at all. A probe claimed by two steps proves at most one and the gate cannot
tell which -- so neither.
Two traps found while measuring, both closed:
- substring: "gate" is not named by portfolio_optimiser.evals.v1_gate
- local alias: the first cut accepted step `gate` because the probe file imports the
module AS `gate`. Names are therefore read only where they are sent or called.
What that costs, measured against the contract that stands:
rundebinding drives the door, names no step (was green)
rapport never goes through the door at all (was green)
gate drives the door, names no step (was green)
BEARING 2 -- the limit statement said exactly TWO ways remained; the checkpoint
planted 21 call forms and measured SIX. Four are closed with a guard each (the
official Python SDK in both spellings, the node and uv runners, a dynamic import);
three remain and are now named: a runtime-composed name, a name from an environment
variable, a base64-decoded name. Left open deliberately -- the encodings are not
enumerable and our own contract stores base64 by design. Row 3: 9 of 9 -> 12 of 12,
still GREEN, 0 hits over 512 files. One of the three caught a command written in this
round's own test docstring; it was rewritten, not exempted.
BEARING 3 -- held_out accepted an EMPTY reason and shrank the denominator, while the
summary said "held out with a reason" either way. A blank reason is no reason: the
symbol stays in the denominator as a call without a door, the summary counts reasons,
and the four steps declared OUTSIDE the run path are now named one by one as having no
derived source instead of being counted in silence.
Five small rests, closed: a pruned manifest (451 of 512 was still GREEN) is now NOT
MEASURED, one sentinel per area the old handlist missed; a non-UTF-8 file is read as
byte text instead of counted and skipped; a symlink out of the tree is named and
fails the row; a runbook whose whole content is "x" no longer passes, the contract
names its sections; and the row states that its ratio is not a coverage measure.
Two stated, not closed, each with its reason in the row's own attestation: a po call
moved one floor down into a helper leaves the denominator (following helpers would
pull private ones in and make the denominator the curated list this row exists to
avoid), and row 3's k/n can still be padded by a guard with no measured escape behind
it. The ledger's two precision errors are corrected: "no row became greener" is true
of colour, not of numbers, and ENTRY_KINDS has three arts, not four.
Suite: 2172 passed, 5 skipped, 5 xfailed in 645 s. ruff and mypy clean.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
The round binder's row gets its two corrected denominators, and the first screen gets a row of
its own: what survived, why none of it was a code defect, and why that makes "red first"
impossible to satisfy with a commit rather than with a mutant run.
The 7-type sentence said "en ekte kjøring" and measured four archived runs. Re-counted: `run.py`
calls TEN of outbox.py's ten writers, so five more types exist; and the union over every outbox
in this repo with exactly one coverage (15 directories, of 25 coverage files in 20 directories)
is also 7. Seven is the floor the measurement gives, not a ceiling — the binder copies on a glob,
not on that list.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
The row claimed three things the checkpoint measured as false: that every denominator comes from
the source (row 1's M=13 was a curated list in the gate's own b_gate.json), that the surface is
what is published (it was a hand list of eleven roots seeing 433 of 512 files), and that the gate
counts an MCP-registered door as callable (there was no code for it — "kind" appeared 0 times).
The 435-file figure was the working tree, two gitignored .local.md files included, so it was not
reproducible from the commit either.
Rewritten to what is true after the repair, with the old numbers kept as history so the row reads
as a correction and not as a clean slate: 3 of 17 · 0 of 2 · 9 of 9 · 0 of 3 · 4 of 5 · IKKE MAALT.
The markdown-fence rule's own measurement is refreshed too: on the bigger surface it now carries
TWO prose lines, not one — the second is a plan document quoting a command the operator ran in his
own session.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
The round builder's row claimed "et sitat bærer ANTALLET siterte steder. Load-bearing
MÅLT" for a half that was not measured: the mutant dropping the count survived the whole
suite. The claim is true from today, and the row now says from WHEN — a ledger that
back-dates a measurement is worth less than one that admits the gap.
The new row records what the checkpoint found and what it cost to close: seven mutants
survived, none of them because the code was wrong, all of them because no arm looked.
Three were unreachable rather than merely unmeasured — the fixture wrote three of seven
artefact types, and every proposal carried the same citation stamp, so "1 av 1 siterte
steder" could not tell a dropped count from a kept one.
The denominator is written with its method, not as a number to be remembered: over the
four archived runs, -06/-07/-08 hold all seven types and -04 holds six (parse-failures is
written only when something failed to parse, so its absence is the signal). Union = 7,
from two commands.
And the citation cause is recorded as a measurement rather than a diagnosis, because
"the builder reads the wrong field" and "the outbox says the same thing five times"
want opposite fixes: one sha256 across all five proposals, in all four runs.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Repo convention: every measured decision gets a row in the ledger with the load-bearing test that
turns red when the decision is undone. The row records the three choices the gate states in its
own output (CLI door over MCP, no budget ceiling in toolbox mode, row 6 never green without the
operator), the base64 reason, and the eight mutants that fell in the scratch clone — including
M-6, which shows row 3's green is a measurement and not a vacuous zero: without the
fenced-block rule one prose line in a research doc turns the row red.
v1 gate re-measured after the work: 0/3 · 0/3 · 3/8 · ingen rapport · 3/8 · IKKE MÅLT · 1/20 —
unchanged. PLAN.md § Ferdig-kriteriet untouched, as the order required.
Suite after git add: 2106 passed / 5 skipped / 5 xfailed, rc=0.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
python -m portfolio_optimiser.evals.round_builder --outbox <dir> --round <n> --ran-at <ISO>
writes <rounds-dir>/<n>/ with the run's artefacts COPIED in, outcome.json derived from that
copy, and report.md -- the one artefact in a round a domain expert reads and corrects. Round 0
of the v1 criterion can now be made; it counted 0 of 3 because it could not be, which is a
different failure from a round nobody had held.
What it derives it derives with the gate's own functions rather than a second copy: verify_run
decides whether the run stands up to itself (an artefact contradicting its coverage row, a
half-missing family and a stray artefact are all refused AT THE SOURCE, before a byte is
written), stage_of gives column (c), row_changed gives the report's "changed since the previous
round", parse_time refuses a stamp without a zone, safe_rounds_dir refuses a round directory the
repo would commit. The validated total is ledger.to_ore per amount, summed as integers.
Two things it never does, and both are the point. It never writes the operator's attestation --
the gate stops at FORM OK without one, and that is correct, because no arrangement of files can
witness that a run happened. And it never invents: --ran-at is required because no outbox
artefact carries a clock, and feedback_ids stays empty because no run records which feedback
item produced which row. The report says "ingen tilbakemelding forklarer dette" on every changed
row rather than hiding that model noise and an answered objection look alike.
Chosen and why: --ran-at as a required argument rather than the coverage file's mtime, because
an mtime is a filesystem attribute one call sets and reading it as evidence made row 2 green on
a tree nothing had run in (18.09). The report carries no raw stage identifier -- every stage
sentence is "<short name>: <explanation>" so the one-line diff of what changed has words a
reader can act on. A citation shows its COUNT, because a run that cited 446 places and one that
cited one must not look the same.
[skip-docs]: the ledger row is in docs/invarianter.md, which is where this repo's rules live.
README is the product's front door and this is an operator tool behind `python -m`, the same
class as costsim/hitl/preflight, which README deliberately does not carry; v1-rounds/ is
gitignored internal machinery and the gate itself is not in README either. CLAUDE.md was emptied
of exactly this kind of row in session 130 and is not the place to put one back.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
The MAF-free rule is a family of guards, not one list: _MAF_FREE_MODULES
holds nine modules (tests/test_okf.py:22-32), ingest/ingest_mcp carry
their own, hitl/notify add a transitive import-graph guard. The repo map
says so instead of claiming one AST guard over eight modules.
Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
One-hour walkthrough in seven parts: purpose, architecture, the elements,
the workflow and its feedback loops by duration, the MAF harness (what it
is, its building blocks, what this repo chose and refused), the quality
method with measured status, and the work after v1.1. 48 inline SVG
figures, white background, every content slide carries a source line into
the tree. Numbers carry their denominators; the two-denominator caveat on
the stress rounds and the two attempts of the 14.08 live run are stated.
Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
CLAUDE.md had grown to 310 919 bytes against Claude Code's 150 000-character
injection limit, so every row past the cut reached no session. The 93 measured
rows move to docs/invarianter.md in their original order; CLAUDE.md keeps the
eight short standing rules and a pointer, and says new rows are written there.
Verified as a partition: every moved line appears in the original section in
order, the eight kept rows likewise, and head/tail of CLAUDE.md are byte-
identical apart from the visitor note. One code span is reworded and the ledger
head says so: the funn 99 row cited MAF's DEFAULT_MAX_CONSECUTIVE_ERRORS_PER_
REQUEST with its value inside the span, which the doc-constant-sync gate reads
as a citation of a constant in this package (fail-closed on an unknown name).
The ledger is registered in _LIVE_DOCS, so that gate now also guards it.
Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
Stress round 6 validated three falsification arms, and every validated
approach rested only on run-level declarations nobody can attribute to one
approach. declare_requirement now takes a required approach_id (a mandate
id or own-proposal; an unknown id is refused naming the valid ones), and a
ValidatedProposal whose approach has neither a mandate requirement nor a
declaration under its own id becomes validator.Unsupported - a Rejection
subclass carrying the validator's own ruling, reported as `unsupported` in
coverage, the outcome artefact, the settlement and the judge, and never
counted or summed. The rule is active whenever the debate held the
declaration tool, the micro base included; the road and pre-pass paths are
untouched. Declaration quality is not judged, so the rule can be satisfied
by declaring any document the run read.
The v1 gate's row 6 probes pass; its artefact half reads IKKE MÅLT because
stress round 6 predates approach-addressed declarations, and IKKE MÅLT is
never green - it fails the exit code.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Five paid runs, rc 0 on all five, 913 320 tokens, no round cap hit, anchored 6 of 6.
DEL A hit hard: naming the project's own cost codes in stage 0's refusal took `priced` from 0 of 20
to 16 of 20 and validated approaches from 0 of 20 to 10 of 20, with invented cost codes down from 26
to 12. The largest single movement any part has produced in six rounds.
DEL B moved a number three rounds had not: declarations pointing at an answer-key concept went
0 of 13 -> 0 of 12 -> 5 of 16, and requirement_hit per approach 0 of 20 -> 3 of 20.
DEL C halved the guessing: read_file against a document the base does not hold went 7 of 52 to
3 of 51, read_dir against a level it does not hold 8 of 128 to 2 of 97. Two of the three remaining
read_file misses got the NEW document clause, so DEL C fired live.
AND THE CLOSING EXPOSED SOMETHING LARGER. must_refuse -- the falsification arm, the one approach per
set the base has no ground for -- went 5 of 5 to 2 of 5. Three were VALIDATED. P21's 5 of 5 was not
sharp: it was achieved because the model invented a cost code, not because the base lacks ground.
The order predicted exactly this. Now the arm discriminates, and it says nothing in the gate speaks
to whether the base supports the direction. That is finding 1 and it stands first, with a named
solution and an operator decision attached.
Also recorded: the order's own cited figures re-measured with denominators before anything was built
on them. "requirement_hit 0 of 12" mixes a per-approach field (0 of 20) with the declaration count
(0 of 12); "0 of 20 validated" and "26 rejections" are two different populations (20 approach rows
vs 20 + 6 own-proposals); and the read-miss figures hold under the context_files definition while
the judge's filesystem one gives 6 of 52, not 7. Rounds 4 and 5 are re-judged with the same
instrument; round 3 is deliberately NOT, because filling in anchored/priced/stage from prose would
be inventing a measurement.
Honesty limits: five paid runs on one question are not a sample; every amount in the price schedules
is invented and the FORM is what is not; the cost figure is an ASSUMPTION at list price with no
invoice read; and must_refuse 2 of 5 is not evidence the system got worse, it is evidence the
previous measurement could not discriminate.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Five paid runs, rc 0 in all, 1 130 145 tokens (~NOK 7,6 under P20's stated list-price
assumption; no invoice read).
What the anchoring bought, measured off the artefacts rather than inferred from the
flag: cost_baseline_anchored true 6/6, and the falsification arm a4 passed 5 of 5 with
ALL FIVE caught by stage0-baseline -- the one stage that knows what the project buys.
Round 4, re-judged with the same instrument: 4 of 5, every one of them on stage 0b, and
the fifth VALIDATED.
C1 fired live and changed behaviour: distinct documents opened before a declaration went
1/1/1/2/5/13 -> 3/3/5/7/11/12, and THREE declarations were refused mid-run (15 calls, 12
recorded) after which the model read more and declared again. C2: read_dir against a
level the base does not hold fell from 16 of 104 to 8 of 128.
And what it cost, measured just as plainly: 0 of 20 approaches validated (round 4: 4).
All 26 rejections read "unknown cost code" -- because the schedule reaches the VALIDATOR
and never the prompt, and stage 0's refusal names HOW MANY codes the project has and not
WHICH. Step 5 feeds that refusal back verbatim, and "you guessed wrong, there are five
right ones" cannot be corrected. Contrast the magnitude arm, which names the baseline
value and therefore converges.
Four remaining findings, each with a NAMED solution and an estimate -- the first is one
sentence in _reconcile_against_baseline.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
The report: what each part bought (measured, not attributed), the two premises
felled, the sixteen-mutation battery, and five remaining findings each with a
named solution and an estimate.
Headlines: fasit concepts opened 2 of 32 (round 3 + P17b: 1 of 32); a4
must_refuse 4 of 5 pass (round 3: 2 of 4 failed); stop_reason empty in 6 of 6
(round 3: rounds in 5 of 5); own-proposal evaluated 6 of 6 (round 3: 0 of 5);
parse failures 1 row in each of four outboxes (round 3: 11 rows in one run).
896 492 tokens, ~NOK 6 under a stated list-price assumption -- no invoice read.
The P20/B gate fired LIVE: lindaas-02/r761 a4-indeksregulering, the same
approach P17b carried to validated on 1.10.4, was refused on 1.10.8.3/1.10.8.4
naming the denominator 2765.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
One run, n200-2024 + r761-2025, rc 0 in 453 s for 557 345 tokens (~NOK 4, list
price assumed and stated). Both bases finished with stop_reason "" and ZERO parse
failures -- round 3's dominant finding (rounds in 5 of 5) did not repeat, which is
one data point and not a contradiction of P19 F3/F4.
Five of six proposals fell on P7's stage 0b, exactly as the FREE drill predicted:
0 cost lines in either base, so every code the proposer invents is refused. The
sixth is the finding: the falsification arm a4 was VALIDATED on the code 1.10.4 --
an R761 process number -- so P19 F1 is now reproduced on a second base and with a
second identifier form. The named remedy is measured here too, free:
--require-cost-baseline gives rc 1 in 2.1 s with zero model calls.
Cross-base learning was NOT exercised: no --decision/--rationale, so F2 means no
verdict was minted and the store stayed empty. Said plainly rather than implied,
with the offline arm that does prove the seam named.
Also records what one run over two bases bought against two single runs -- one
commission, one ledger, one shared store -- and that it bought no tokens.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
DEL E, and the whole report. Environment measured before the paid arms: the
Foundry endpoint resolved INLINE from az, the client probe green (not skipped),
and a free --live-dry-run on all four sets first. Parameters are P18's,
unchanged for comparability.
The order's A1 premise was felled before anything was built on it: the stress
command carries no --explore, the two are refused together, and none of the
nine round-1/2 outboxes holds an exploration artefact -- so a demand only the
hypothesiser could carry would have been inert in exactly the paid runs this
order commissions. A2's own sentence points at a tool, and that is what made
round 3 measurable: a LIVE model called declare_requirement in 5 of 5 runs,
and used the read_dir filter 4 to 38 times per run against 0 in rounds 1-2.
The headline moved and barely: fasit concepts OPENED 0/26, 0/26, then 1/32.
That is movement, and it is one document.
Four findings remain, each with a named solution and an estimate. The first
already has one built: --require-cost-baseline, measured 15.09, refuses the
exact run that validated a REQUIREMENT number as a cost code -- before the
first model call, at NOK 0. Whether it becomes the stress round's default is
the operator's call, not this session's.
Honesty limits stated: B3 never fired live (it is proved on two replayed
artefacts), the prose-code fall is not isolated to it, sorasen-04's spend is
unknown because the artefact carrying it was never written, one variance pair
is not a sample, and no invoice has been read.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
DEL C. P18 gave read_dir a window (filter/offset/limit) and then measured its
own paid round without being able to see it used: five of 31 documents read
lay outside the default window, so the window HAD been widened and the trace
could not say with which knob. ToolCall now carries the three arguments,
always present and empty/zero when not passed -- an absent key and "not
narrowed" must not read the same -- and the judge counts filter_calls and
paged_calls. _number_argument is a SIBLING of _string_argument, not a widening
of it: a model may send limit as 10 or as "10", and a reader that knew one
shape would report a paged call as unpaged.
DEL D. P18's finding 4 was WRONG AS WRITTEN. provenance.token_usage has been
stamped on every proposal artefact since S3.4 and stands in every one of round
2's; what was missing is a READER. The judge reads it now (round 2 measured:
289 054 tokens against round 1's 2 679 305, -89 %), and the P18 report gets a
dated correction UNDER its original paragraph rather than instead of it.
What was genuinely absent is {run_id}-coverage.json. settle prints the
coverage report and ApproachOutcome has carried not_evaluated since Trekk A3,
but neither ever reached a file, so a judge could see an approach had no
artefact and could not tell a budget stop from an approach nobody ordered.
Written from the finally IFF a mandate was given. stop_reason comes from a
CALLER-OWNED sink rather than from in_flight, and that is a measurement:
_evaluate_mandate SWALLOWS BudgetExceeded once something has been produced, so
run_project's own in_flight never sees it.
Load-bearing measured (10 arms), four mutations all red against the whole
suite, green control 1744/5 and the golden byte-unchanged. D-i stood GREEN
first -- the vacuous-gate class, 25th time: the arm called write_coverage
itself and therefore chose the reason it then asserted.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
P18 parts D and E (order 20260914T105139Z), plus the two things measuring
them turned up.
DEL D -- five paid runs (gpt-4-1-mini, azure, PACE_SECONDS=2), same four
context sets, SAME parameters on all four (--max-rounds 3 --max-tokens
600000), plus one variance repeat of gate-nordvik. All four free
--live-dry-runs first: rc 0, and Grounding-offer numbers IDENTICAL to round 1
(435/272/982/3) -- the control that the Grounding structure did not change
what the gate measures.
MEASURED, round 1 -> round 2:
- runs that died on the token cap: 3 of 7 -> 0 of 5, and two sets now fit a
LOWER cap than round 1 had to give them;
- guessed read paths: 12 -> 0;
- wall time, the two sets whose parameters are directly comparable: n100
140.1 s -> 70 s, n500 73.5 s -> 69 s;
- 5 of 31 read_file calls opened documents BEYOND the default window, so the
window WAS widened -- the trace does not record which knob (finding 1);
- (a) grounded in a fasit concept: 0 of 26, UNCHANGED. That is the mission
gap, and DEL A did not close it.
The a4 falsification arm fails once in each round, on a different set. r761's
a4 is now rejected -- but NOT by B1: the model proposed "Kontraktsum" this
time, so the "appears nowhere" arm caught it, and B1's effect on that row is
proven offline, not live. NEW failure: tunnel-hauglia a4 VALIDATED on
"impulsventilator" (3/270 documents), and fv412 a1 on "bituminost barelag"
(4/1133). Both are ordinary Norwegian words from the standard's prose, not
cost codes. B1 cannot and should not fell them: this is an ANCHORING defect,
not a grounding one, and it is finding 2 with two named remedies and a
recommendation.
C2 isolated by re-judging round 1 with the new judge: kontrakt-sorasen goes
named=3 -> named=1, and the survivor is named_in_measure -- the model's own
words. Two of the three were the whole-base snippet artefact.
DEL E -- docs/2026-09-14-p18-stressrunde-2.md: round 1 against round 2, what
each fix bought (measured, never attributed), the B2 table, variance, and for
EACH remaining ugly finding a NAMED solution with an estimate.
THE MUTATION THAT FOUND A HOLE. B6 (revert run.py to compose ONE blob instead
of one document per concept file) left the WHOLE suite green: 1698 passed / 5
skipped. The composition arm drives _grounding_text with a Grounding it
builds ITSELF, so it cannot see what the RUN handed over -- and a blob has
exactly one boundary, so the floor can never be reached, the share can never
fire, and the measured defect is back intact. The rule is only as good as the
boundaries it is given.
Arm (h) is the gate that was missing: a crafted base with TWELVE concept
files all carrying the same token -- per document 12 of 17 and inert, as one
blob 1 of 1 and grounding -- with a control on a code only ONE file carries,
which must still validate. Measured RED against exactly that mutation. The
mutation was not dropped and the seam was not declared unwitnessed: it got a
witness.
Also: the debate's own bundle pointer (run.py _bundle_pointer) now explains
the window and the filter, alongside the tool description and the navigator
instruction updated in 9b47e5a -- a description that lies about the body IS
the model's instruction (the Fase 3 class). Golden transcript unaffected.
Mutations, all against the FULL suite in an isolated worktree, one at a time:
DEL A 7 of 7 red (control 1685/5), DEL B+C 9 of 10 red (control 1698/5), the
tenth being B6 above. Tables in the report s 9.
Verification: uv run pytest -q 1699 passed / 5 skipped (1670 on cfd9079; +29,
0 removed). ruff check + format clean, mypy clean (38 files). Golden
demo-transcript.stdout BYTE-UNCHANGED, shasum -a 1 of the CONTENT =
ea8c534773acdbe41ae68f2c55724d69aaf8be4f. No version bump, no push.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
THE UGLY: r761 VALIDATED the falsification arm. a4-indeksregulering -- an approach rule U proves
the base cannot ground -- came back validated at 250 000 NOK with affected_items
[{code: "R761", unit_cost: 10000000}]. The model used the BASE'S OWN NAME as a cost code, and P7's
stage 0b admitted it because the rule is an exact SUBSTRING with no pattern and "R761" occurs
everywhere in a 6.5 MB R761 corpus. The validator (stage 0 skipped, un-anchored), stage 0b and the
checker (approve) all passed it. P7's own row names plain numbers as the one inert class; this adds
a second and worse one -- short, ubiquitous tokens, which unlike a number LOOK like a cost code.
THE BAD: not one of the 26 fasit concepts was opened, in 24 read_file calls across four runs. The
ladder works mechanically and misses professionally.
Also ugly: one directory listing is 27-113x the ceiling S7a-3 binds (n200's krav/N200 is 169 974
chars ~ 56 658 tokens) because the vegnormal hierarchy is FLAT, and it rides every turn -- three of
seven runs died on the token cap, and the deep-hierarchy base (r761) was the CHEAPEST.
Every ugly finding carries a named solution with an estimate. None is built -- the order forbids it.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
P15 (order 20260912T220951Z). okf._frontmatter_from_text was linewise
last-write-wins over EVERY line regardless of indentation, so a curated
concept's own top-level `title:` got silently overwritten by the nested
`sources:\n - title: ...` block's title. Fix: a top-level (unindented)
key always wins over an indented one of the same name; a nested line
with no top-level counterpart is still preserved (SPEC §4).
Red-before/green-after: new test
test_parse_frontmatter_top_level_title_survives_nested_sources_title
(tests/test_okf.py) failed on 45edbf5 (fm["title"] == "N500:2024",
expected the concept's own), green after the fix.
Re-measured on all four vegnormal-okf bases (concept files / distinct
titles): n100-2023 446/446 (was 1) - n200-2024 1133/1133 (was 1) -
n500-2024 270/270 (was 1) - r761-2025 2756/2407 (genuine repeated
process names, not a collapse). directory_listing on krav/N500:
269 documents / 269 distinct titles (was 1).
tests/test_context_sets_loadbearing.py:
- The P14 tripwire test (asserting parse_frontmatter DID collapse
titles) is INVERTED, not deleted, per the order: it now asserts the
fix holds, as a live regression guard.
- own_frontmatter() stays (not replaced by parse_frontmatter): measured
29,500 field reads (type/title/req_number/prosessnr, all four bases)
agree exactly except for quote-stripping (2,728/29,500, zero value
mismatches) - own_frontmatter unquotes for fasit comparison,
parse_frontmatter deliberately doesn't (D1/(a)/(i): unquote_scalar is
the ONE unquoting rule).
docs/2026-09-12-p14-kontekstsett.md Part B correction: the "22 of 22
cost words absent from n100/n200/n500" claim was false - n500-2024
carries `kroner` as a false positive (substring match inside
"borkroner", drill bits, not money). The original 22-word list was
never persisted, so only ~9 of the 22 survive named. Replaced with a
newly named, persisted 22-word list and the actual re-measured count:
n100 22/22 absent - n200 22/22 - n500 21/22 (kroner via borkroner) -
r761 18/22 (4 genuine cost words). No gate touched (no fasit anchor is
`kroner`).
Verification: full suite 1643 passed / 5 skipped (was 1642/5 on
45edbf5, +1 new test, 0 removed) - `uv run pytest -q`. ruff check +
ruff format --check clean on the three changed source/test files.
Golden transcripts byte-unchanged: shasum -a 1
tests/golden/demo-transcript.stdout = ea8c534773acdbe41ae68f2c55724d69aaf8be4f,
demo-transcript.stderr = ede3e2f685ce6a14ad9888e9de421d1a66f6c611.
No version bump, no push (both forbidden by the order).
Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
P14 valg (a): en bundle per kjoering, fire kjoeringer. Ingen modellkall, ingen
Azure, ingen produksjonskode roert -- leveransen er fire datasett, en gate og
maalingen bak dem.
FORMEN: contexts/<prosjekt>/ med mandate.json (Mandate ordrett), bundle.txt
(symbolsk basenavn + erklaert bundle_id -- aldri en absolutt sti, som ville
pinnet settet til en maskin og ridd ut i `git archive HEAD`), fasit.json og en
TOM docs/. Fasiten er EN maskinlesbar fil, ikke fasit.md + en tvilling: to
kopier av ett faktum er ko-(p), saa prosaen bor INNI JSON-en.
REGEL U (den maalbare formen for "basen kan ikke svare"): hvert ubesvarbart
spoersmaal erklaerer >=1 anchor, og admitteres iff HVER anchor er fravaerende
fra HELE teksten i HVERT konsept. Ikke "deler ingen noekkelord med noen tittel"
-- et tunnelspoersmaal deler "tunnel" med hundrevis av titler og det beviser
ingenting. Skanningen baerer alltid NEVNER; null konsepter er ROEDT.
MAALT, og verdt hele ordren: 22 av 22 proevde kostnadsord er FRAVAERENDE fra
n100/n200/n500 (r761 baerer 4). po sitt oppdrag er aa finne kostnadsbesparelser,
og tre av fire baser inneholder ikke ett pengeord.
FUNN, maalt og IKKE fikset (egen ordre): okf.parse_frontmatter er linjeorientert
last-write-wins, saa sources-blokkens innrykkede title overskriver konseptets
egen -- directory_listing paa krav/N500 returnerer 269 dokumenter, ALLE med
"title": "N500:2024". Navigasjonsstigens rung 2/3 skiller dem kun med et
UUID-filnavn og et tegnantall. En fasit-assert mot den tittelen ville vaert
VAKUOES, saa gaten leser toppnivaa-noekler og baerer en TRIPWIRE som asserterer
at kollapsen fortsatt finnes.
Load-bearing MAALT (36 armer), seks mutasjoner alle roede paa sin egen arm +
groenn kontroll 1642/5 (fra 1606/5, supersett, 0 fjernet) og golden BYTE-UENDRET
(shasum -a 1 av INNHOLDET = ea8c534773acdbe41ae68f2c55724d69aaf8be4f). Gaten var
ROED foer settene fantes.
AErlighets-grenser: de fire prosjektene er OPPDIKTET (hvert sett sier i sitt eget
honesty-felt hva jeg konstruerte); Regel U beviser at ORDET mangler, ikke at
spoersmaalet er ubesvarbart; de bundle-krevende armene SKIPPER uten basene; og
INGEN kjoering er gjort -- dette er maaleoppsettet, ikke maalingen. (c) er ikke
bygget: motoren finnes ferdig, det som mangler er ett nytt flagg, en run_id-
myntingsregel operatoeren maa ta, og tre partisjons-rader.
Ordre: 20260912T202210Z-7590723260-from-.claude
Maaling: docs/2026-09-12-p14-kontekstsett.md
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
P13 measured this lift and REFUSED it, because okf >=0.8.5 emits the ownership
stamp as the V1 flow mapping `generated: { by: process:okf-ingest, at: ... }`
where 0.3.2 emitted `true`, and `_carries_complete_ingest_stamp` read the new
form as NOT a stamp -- write_concept_file's forgery refusal would have shipped
DISARMED with the whole fail-closed suite green. That blocker is closed first,
red-first, and then the pin moves.
ROW 1, THE SECURITY HALF. `_claims_ingest_ownership` widens the predicate from
"reads as boolean True" to "claims ingest ownership", of which the boolean is
the pre-V1 spelling. The recogniser for the new half is `decode_flow_value` --
the module's ONE flow decoder, the same argument write_concept_file already
makes for `verified`: the writer refuses exactly what the reader can read. A
value the decoder REFUSES is therefore not an ownership claim and writes
through, which is what keeps this from collapsing into "any non-empty
generated". Two arms red before the fix; no YAML library introduced.
THE PIN. okf v0.3.2 -> v0.8.5, guard v0.3.4 -> v1.4.0 spelled `tag =`, not
`rev =`, and not the declared floor 1.2.0 -- both P13 premises hold and the
reason now lives next to the pin in pyproject.toml. The ":40" comment is
corrected: okf has ONE runtime dependency, the guard, and that is what binds
the two lines together. 27/27 imported names resolve across five modules.
THE GOLDENS, REGENERATED AS A DECISION. Seven concept files across four
examples/ingest-golden-* bundles, one line each. Two were regenerated by the
REAL materializer; the other five are derived (http/sql/mcp cannot materialize
outside the tests' stubs) and then MEASURED -- all four golden suites compare
byte for byte against what the stubs produce, and all four are green. The four
`generated == "true"` asserts now read ONE source, conftest.
expected_generated_stamp: four literals for one emitter fact are four places a
later release can leave half-corrected, which is exactly how the pre-V1 form
survived until P13 measured it. tests/test_okf.py keeps its literal on purpose
-- that one round-trips a CURATED half-stamp through our own writer.
THE BLOCK READER. Measured with the full denominator: all four delivered
knowledge bases write `sources` as a BLOCK sequence and none in flow form
(n100 446/446, n200 1133/1133, n500 270/270, r761 2756/2756 = 4605/4605), and
`evidence_for` reported `unreadable` on 4605 of 4605 -- the falsification layer
had no address for any document in any base. `okf.decode_block_mappings` is the
second CARRIER of one grammar, never a second grammar: colon-SPACE separator,
unquote_scalar, duplicate keys refused, SPEC 5.2's actor rule applied. okf's
consume.read_sources was READ for the form and not called; po calls no okf
reader, which is measured and deliberate. After: 4605 present / 4605 entries.
Reading is not a licence to WRITE -- the emitter is untouched and both writers
still refuse what decode_flow_value refuses.
THREE FINDINGS. (1) The first block reader INVENTED data on `- { k: v }` items
-- SPEC-canonical, and the shape tests/golden/block-form-provenance writes for
`verified` -- decoding it as `{'{ id': '...'}`. No arm caught it: the 5.2 actor
rule shielded the fixture by accident. Closed with a flow-decoder branch and
four new arms. (2) One of my own arms was VACUOUS, found by my own mutation M5:
it claimed to prove the colon-SPACE rule and stayed green under first-colon,
because the two rules agree on every delivered value. Renamed, labelled, and
the claim moved to the arm that actually witnesses it. (3) OPEN, and it needs
the operator: the commons-owned worked example declares its second concept
`unreadable`/`block-sequence`, which is now false for po. `shared/` is
pull-only, so closing it needs a commons amendment; the test asserts the
divergence instead of skipping it, keeping the discriminating half (the example
says two entries were seen and the reader returns exactly two).
NINE EXISTING ARMS REWRITTEN, NONE WEAKENED. All nine pinned "the block form is
unreadable" -- the behaviour this order changes. Each keeps its claim on a
specimen that is still unreadable for a reason of its own (5.2: an entry naming
no actor), or pins the REVERSED direction where the old arm stood so the change
cannot be silent. Two got STRONGER: multi-verified.md was authored for "a reader
keeping the last entry reports machine-confirmed for a concept a human signed",
and that could not be tested while the form was unreadable. Three node ids were
renamed; nothing was removed in substance.
Suite 1582 -> 1606 passed / 5 skipped. Both demo goldens byte-unchanged
(ea8c534... / ede3e2f..., shasum -a 1 of the CONTENT, never the git blob id).
ruff check / ruff format / mypy green. shared/ untouched.
Six mutations, all red against the WHOLE suite, each with its own signature:
row 1 detached (2) / block reader detached (17) / flow-item branch detached (7)
/ a stray indented line folds into an INVENTED entry (4) / separator becomes the
first colon (1 -- and that is finding 2) / the stamp expectation reverts to
"true" (4).
Order: 20260912T195112Z-995611104-from-.claude
Record: docs/2026-09-12-p13b-okf-bump.md
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
The lift to llm-ingestion-okf v0.8.5 (which forces llm-ingestion-guard to
v1.4.0) was built and run in a worktree, never in the tracked tree. It is not
green, and the reason that decides it is not the red tests.
MEASURED. 27/27 imported names still resolve across five modules. Both demo
goldens stay byte-identical (ea8c534... / ede3e2f...), ruff check passes and
mypy clears 37 files. The suite goes 1579/3/5 (control) -> 1573/9/5. Eight of
the nine reds have ONE cause: the emitter moved from `generated: true` to the
V1 flow mapping `generated: { by: process:okf-ingest, at: ... }`, one line per
generated concept, seven files across four examples/ingest-golden-* bundles --
and 0 under shared/, so a future lift does not touch the pull-only subtree.
THE FINDING. okf._carries_complete_ingest_stamp reads the new form as NOT a
stamp (measured: True on the literal, False on the flow mapping), so
write_concept_file's IngestStampError refusal would land DISARMED -- and
test_ingest_stamp_fail_closed_loadbearing stayed GREEN through the whole bump
run. That is exactly the trap the _YAML_TRUE_LITERALS invariant row was written
for, arriving by a spelling it did not anticipate. A gate that stops gating is
not a row to name; it is a blocker.
TWO PREMISES FELLED before anything was built on them. Guard v1.2.0 -- the
lowest 1.x satisfying okf's declared >=1.2,<2.0 -- is NOT choosable: okf v0.8.5
pins the guard itself via [tool.uv.sources] tag = "v1.4.0" and uv refuses the
consumer's lower pin as conflicting URLs. And `rev = "v1.4.0"` is a DIFFERENT
url to uv than `tag = "v1.4.0"` even at the same value; only the tag= spelling
resolves.
DELIVERED. tests/test_okf_version_guard.py pins what is measured-green
(0.3.2 / 0.3.4) in two halves -- the installed distribution and pyproject --
with the refusal messages NAMING the eight-row cost of the lift, so the next
session cannot lift the pin without re-measuring. Iron Law: written red against
the v0.8.5/v1.2.0 target first (3 failed / 2 passed). Four mutations, each with
its own signature, all red: the okf assert never raises (1) / always raises (1)
/ the guard assert never raises (1) / the pin constant drifts to 0.3.3 (2 --
both halves, so the derivation is live and not two literals).
Also in the assessment: R761 navigated free for the first time (po had 0
references to it) -- 8.58/6.89/7.11 s, 131 MB max RSS, 5514 files -> 2756
concepts, 0 skipped links, against n100-2023's 0.21 s / 111 MB / 450 -> 446 /
0; and what the CLI can and cannot do with four bundles today.
Suite 1582 passed / 5 skipped (from 1577/5, strict superset, 0 removed).
Goldens byte-unchanged. Two coord messages closed; two STATE claims corrected
against measurement (upushed 3 -> 0, inbox "empty" -> 2).
Order: 20260912T190444Z-8080128610-from-.claude
Record: docs/2026-09-12-p13-okf-pin-r761.md
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
The F15 report's shape repeated: result table, denominator discipline, one
command per claim. What the measurement changed against the order's own
framing:
- orchestrations CANNOT be lifted (1.1.1 is still the head on PyPI), so F15's
"the two floors are lifted together, there is no partial bump" is measurably
weaker after F16 -- and eight of the nineteen probe checks live in that
unmoved package, which is a property of the denominator, not a strength of
the probe.
- foundry/openai were NOT forced up; the coupling the order read belongs to the
LATEST releases, not the pinned 1.8.2. They were lifted for a measured reason
instead (two BREAKING bullets name core AND foundry in the same line).
- ONE of the order's transcriptions deviated from the source: #8219 lazy
loading is foundry/foundry-hosting/openai -- NOT core. Consequence, not
pedantry: had the floors stayed at 1.8.2, the change the order named as the
prime suspect for golden stderr would never have reached po at all.
- (a) touches NO U row. The wall-clock timeout is B4's own sketch word and G1;
and the primitive is `max_duration_seconds` degrading gracefully via
`budget_state["truncated"]` + a log line -- NOT a typed stop reason, so it
does not satisfy B4's "every breach -> a structured event, never a silent
stop". Recommendation: do not adopt it as B4's half. STATE's prohibition
stands, untouched.
- (b) does not move U13: `approval_mode` is 0 in src/ and 0 in tests/ (102 in
the venv). #7988 hardens the cooperative-marker path G4 already refused.
- (c) does not break: po's own parameters are typed `Sequence[Any] | None` and
all seven callsites pass lists, so sequence-only inputs are the only form po
can produce. 74 passed across the five middleware-bearing suites; no fix was
needed and none was made.
My own probe was WRONG FIRST and that is written down: five checks read
CHANGED/MISSING in BOTH versions because my queries sliced a Protocol stub,
counted `self`, and demanded two names be adjacent. Running it against BOTH
versions is what made the instrument failure visible.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Re-measured all 19 rows of the prior-art register 15.1 against ce22b0e with the
review's grep-then-read-the-call-site method (37 modules / 17 747 lines). No row
moved in either direction over the 109 commits since 29.08; in-row changes (debate
got four Function Tools and an observing FunctionMiddleware, da5f10f) move no
status. Of the six "ja" only U3 is on the default CLI path. SkillsProvider is no
longer @experimental in installed core 1.16.0 and MAF's own FileSkillsSource loads
po's two skills 2/2, so one of three reasons behind "SkillsProvider AVVIST" is dead.
okf 0.8.3: 5 rows tried, 0 moved. A/B/C formulated, not decided. src untouched, NOK 0.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
P11 (order 20260910T225652Z), NOK 0, no push. PATH okf is 0.8.1 (uv tool list,
__version__, --help flags). src/ untouched.
(ix) on 0.8.1 shipped: 629/623/6 and 629/620/9 - PM's predicted denominators,
now measured. --no-source-quota alone gives back 629/621/8 and 629/617/12 in
both arms; the exact numbers are an interaction with tie-shared-rank (both
arms) and stem-prefix (open arm). --title-covered never fires here (byte-
identical payload). 0.8.1 with the three new rules off reproduces the 0.7.0
payloads' delivered lists and budgets.
P10 section 6 diagnosed: a bisect over okf's own history (known-positive at
both ends) puts the price schedule's loss at okf 38104b7, whose only consume
code change is DOCUMENT_PRIOR_EXPONENT 1.0 -> 0.5; putting that one constant
back in a copy returns the old payload byte for byte. tie-shared-rank is ruled
out; known_positive 10349 -> 12563 is a version marker, not the mechanism. On
0.8.1 the schedule is over_budget_after_knapsack, not below_k.
okf check on 0.8.1 has 15 rules, not 16: rule 16 (bundle_mismatch) is on okf
main 7cca9e0, in no tag. Run from an export of 7cca9e0 the K3-15 pair is rc 1
and the right pair rc 0 - a real cross-corpus mismatch, not an okf defect.
Offer rows on four corpora: identifiers unchanged (65/50, 435, 982, 272).
The P10 doc gets dated additions in sections 4 and 6; the old sentences stand.
Test docstring: +2 lines naming the 0.8.1 rule count, no behaviour change.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
GREEN for order 20260910T051343Z (P10). `unnamed_excerpts` reports every
delivered excerpt carrying no `title`, BY CONCEPT ID and in payload order --
ids, never a count, because "3 of 4 are unnamed" cannot be taken back to a
producer and "these three concepts are" can (ko-(y), one level down). It is
carried on `PrepassDeclaration` (DEFAULTED -- the `skipped_links` half, since
an empty trace here is an honest POSITIVE statement) and into
`{run_id}-prepass.json`, where a reader already looks for the denominators.
Absence ALONE, mirroring okf's `excerpt_unnamed` exactly: `title: ""` is a
name the producer chose badly, and reclassifying it would be repair.
Load-bearing MEASURED, five mutations all red against the WHOLE suite, green
control 1577 passed / 5 skipped (from 1570/5, superset, 0 removed), golden
demo-transcript.stdout BYTE-UNCHANGED (shasum -a 1 of the CONTENT =
ea8c534773acdbe41ae68f2c55724d69aaf8be4f): M1 the rule finds nothing (3 red) .
M2 it flags every excerpt (4, incl. the known-positive control) . M3 an empty
title counts as an absence (1 -- that arm ALONE) . M4 it never reaches the
declaration (2) . M5 it stops at the dataclass (1 -- the artefact arm ALONE).
Replay measured in the same session: both K2 payloads re-cut with okf consume
(PATH okf 0.7.0) into scratchpad/p10/, old files untouched. `okf check` goes
rc 1 / 8 and 12 findings -> rc 0 / 0 findings on both, 15 rules, known-negative
{} still rc 1 / 9. DIVERGENCE from the order's premise (ix): the denominators
did NOT move (629/621/8 and 629/617/12) because PATH okf 0.7.0 carries neither
--stem-prefix nor --source-quota. UNORDERED FINDING: the cut's CONTENT is a
different one -- the open arm no longer delivers the price schedule, delivered
text 141 470 -> 76 824 chars. Observed, not diagnosed.
docs/2026-09-10-p10-konform-k2-payload.md
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
P8's grounding-offer measurement repeated on the okf v0.7.0 bundles, free, NOK 0.
N100/N200/N500 reproduce P8 EXACTLY (446/1133/270 concepts, 462041/1500962/408220
chars, 435/982/272 identifiers, 0 cost lines, derive REFUSED) - as predicted, because
vegnormal never went through okf's pandoc converter. K2 on the pinned v0.7.0 build
(453 concepts / 865 md) offers 65 identifiers against P8's 50: no row got worse
(0 lost, 15 new, derive REFUSED on both builds with a byte-identical message).
The cause is MEASURED, not guessed: CONTENT, not the concept rename. Concept NAMES
contribute 0 of 50 identifiers in the old build and 0 of 65 in the new one, because
the identifier forms require an uppercase head and a concept slug is lowercase - so
the rename cannot move the count at all. The 15 new tokens come from three documents
present under the SAME name in both builds with different bodies (snitt-e.md
28 -> 11029 chars, generell-orientering.md 1662 -> 47503); 102 of 414 shared concept
names differ in body length.
okf check (0.7.0, --skill/--payload): 15 rules; payload-n100 rc 0 with 0 findings;
the two K2 payloads rc 1 with 12 and 8 findings, all excerpt_unnamed - payload AGE
(recorded before the title field existed), not a v0.7.0 regression; known-negative
{} rc 1 with 9 findings, reproducing V3's figure, so the check can fail.
Two docstrings corrected to the new concept id, each naming the build its numbers
were measured on. src/ carries 0 occurrences of the old form. The recorder-test
string label and the two *-SYNTETISK fixtures are left untouched with the reason
stated: the label is arbitrary and looked up nowhere, and the fixtures simulate
converter output as it was.
No new seam, no new function, no contract change against okf. _ground_against_input
is untouched. No paid run.
Suite 1570 passed / 5 skipped, golden demo-transcript.stdout content sha1 unchanged.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
P7 is right and landed, but re-measuring it exposed a consequence no row stated: with the gate
live, 29 of 29 cost codes in 13 of 13 delivered proposals fall across the three free recordings
(PM's denominator; 14 of 14 in 8 proposals on the PARSEABLE one -- the five blobs that separate
the numbers are refused by pydantic's `claimed <= total` and never reach stage 0b). All 29 were
invented, so the gate is right; but a gate that always refuses is as useless as one that never
does.
The cause is that the PROMPT asks for something the input cannot supply. `_build_messages`
requires each affected_item to "restate a cost line as the project's price schedule already
carries it", while K2's delivered input carries 9 occurrences / 2 distinct code-shaped tokens --
`SHA-01`/`SHA-10`, both document numbers off a page footer -- and `derive_cost_baseline` refuses
the base outright. There is no cost line in it to restate.
`GroundingOffer(chars, identifiers, cost_lines)` reports it. The PAIR is the diagnosis: "50
identifiers, 0 cost lines" says what neither number says alone. A REPORT, never a gate -- it
blocks nothing, because a blocking requirement IS `--require-cost-baseline` (F4/D-3, opt-in,
untouched), and `_ground_against_input` is untouched.
The callsite is MEASURED, not chosen: `generate.py` composes the grounding per attempt, after
`await _fetch_parsed`, so a report there could only speak once an attempt had been paid for;
`run.py` binds both halves above the `--live-dry-run` cut and before the first `debate.run`, so
the FREE trip says it. `delivered` is bound ONCE and the same variable feeds the report and
`_evaluate`; the report composes THROUGH `_grounding_text`, the gate's own composer.
A pattern is admissible here and not in the gate, and that is the difference between a report and
a falsifier: an unknown form is a token left uncounted -- an under-count, never a false rejection.
The forms are transcribed from the measurement; bare numbers are excluded with the number
(46 394 / 2 117 in K2). `grounding_offer_notice` is the ONE renderer and is silent when the run
CAN anchor -- omission, never an empty row.
Load-bearing MEASURED (tests/test_grounding_offer_loadbearing.py, 12 arms), nine mutations all
red against the WHOLE suite + green control 1570/5 (from 1558/5, strict superset, 0 removed) and
the golden byte-unchanged (shasum -a 1 of the CONTENT = ea8c534773acdbe41ae68f2c55724d69aaf8be4f).
Measurement: docs/2026-09-09-p8-forankringstilbudet.md
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
P6 (økt 108) ended in ValidatedProposal (verdict 5fd6272e3725fe68) on two cost
codes -- M-04-01 / M-04-03 -- that appear in NO prompt of that run. Measured
here first, verbatim: validate_proposal(p, baseline=None) validates it; the same
proposal against any non-empty CostBaseline is rejected naming both codes.
So the hole was never "fabrication goes uncaught" -- _reconcile_against_baseline
exists and is right -- but that the falsifier is reached only through
`if baseline is not None`. The input always exists; the baseline does not.
New stage 0b (_ground_against_input), OUTSIDE the baseline branch, after stage 0
so an anchored run's message is byte-identical to before. ONE Rejection, the
validator's own type, naming EVERY ungrounded identifier "; "-joined in the
proposal's own order (økt 94's completeness reason).
The rule has NO pattern -- `code in grounding`, exact substring -- and that is a
measurement: over the delivered corpora (K2 1108 files / 2 005 561 chars, the
three N payloads 8 excerpts each) the identifier forms are heterogeneous, and a
pattern chosen to cover them would be a rule about shapes. Bare numerals are the
one inert class (46 394 occurrences / 2 117 distinct in K2); the rule fails OPEN
there, never closed.
Evidence is three non-model-authored sources: what run_project DELIVERED (the
rendered cut/pointer/chunks plus the base's context_files -- never files, which
would make the type: verdict layer evidence), the project's own cost lines, and
the baseline's codes when anchored. The rendered PROMPT is deliberately NOT
evidence, on two measurements: gen_context IS the debate output on the S2c path,
and from attempt 2 the prompt carries the previous Rejection.reason verbatim --
which for this stage QUOTES the identifier it just refused. Grounding in the
prompt would let the gate's own refusal disarm it on its second round.
Prose scanning was chosen against WITH THE NUMBERS: a typed gate catches 2/2
(P6) and 2/2 (S7c) -- 100% of what reached a verdict. What stays uncaught, said
plainly: an ungrounded identifier that lives only in agent/debate prose and never
becomes an affected_item code (2 of 4 P6, 2 of 4 S7c, 1 of 2 P4).
Iron Law: 9 red / 2 green before the rule existed. Ten mutations all red against
the whole suite, green control 1558 passed / 5 skipped (from 1543/5, superset,
0 removed), golden demo-transcript.stdout BYTE-UNCHANGED (shasum -a 1 of the
CONTENT = ea8c534773acdbe41ae68f2c55724d69aaf8be4f).
Three existing fixtures changed, no gate weakened -- most of all
test_pre_amendment_bundle_runs_unchanged, which sent the SAME FABRICATED code and
asserted it validated: the økt-108 hole written down as an expectation.
No paid run. Order 20260909T113641Z-38938691-from-.claude.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
P6 repeats S7c arm Aopen on HEAD with the payload BYTE-IDENTICAL, so the only
variable is `collapse_padding` (finding 5, session 107).
(a) NO. `5647500` reaches the model -- 6 occurrences in 2 of 5 prompts, label
and amount on the same line -- and appears in 0 of 5 replies. The control
against S7c's own recording reproduces its published 6-in-2-of-11 / 0-in-11
exactly, so the null is a measurement, not a broken query.
(b) 1 of 12 delivered excerpts is named at all (the general technical
requirements, cited verbatim by concept_id); the price schedule never is.
(c) 4 of 4 code-shaped tokens in the replies are invented -- the ENGRAVE_MARK
class -- and the two amounts with them.
The fix duty does NOT fire, because cause (ii) is falsified by two
measurements: everything the collapse removed is whitespace (48 714 characters,
per-line non-whitespace sequence IDENTICAL on the real prompts), and the named
candidate -- the Post/SUM cell boundary -- was INTACT in S7c, which produced the
same null. A property present when the outcome was null cannot be the cause of
the null. The null is older than the collapse.
Pre-flight also measured what the row already implied but nobody had checked:
-72.4 % CHARACTERS is -1.8 % TOKENS (26 936 -> 26 447). A run of 887 spaces is
nearly free in BPE, so the collapse is legibility, never price.
The blind spot has moved on again: ranking (S7c) -> reading (finding 5) ->
the CHOICE of document.
Cost NOK 0.321 of a NOK 0.40 ceiling, 0 retries. Suite 1543/5, ruff and mypy
clean, golden byte-unchanged. No source file touched.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Order 20260908T195801Z. Findings 4 and 5 from the S7 acid test, then the two things
finding 99 measured and deliberately did not fix (D3, D2).
No user-facing surface changes: no new flag, no new command, no changed output
contract. Both seams are internal (the pre-pass rendering, and the shape a tool
answers a model with), so [skip-docs] rather than a README edit that would describe
nothing an operator can do differently.
FINDING 4 -- MEASURED, NOTHING BUILT. K2's price schedule IS readable without
guessing (8 column spans, 71 of 91 non-blank rows give >= 2 cells, the split stable
for K = 2..64). But 0 of 92 rows name all three of code/quantity/unit_cost -- also
under a looser substring match -- and 0 of 91 data rows carry code + quantity +
amount. The triple is not formatted away; it is not in the document. It is a price
SUMMARY plus nine rate cards whose unit-price columns are empty (pre-award). The
order's binding decision rule therefore falls against building:
--derive-cost-baseline keeps refusing, and MAJOR-4's own honesty limit holds.
FINDING 5 -- BUILT. Measured on the actual rendering path (concept_text, not the
raw file): the delivered excerpt is 104 lines / 67 245 chars, carrying 208 interior
whitespace runs, 117 of them >= 100 and the longest 887 -- 56 806 of 67 245
characters = 84.5 %, over 72 of 104 lines. collapse_padding, called from
_data_blocks (the one renderer both arms share, and therefore AFTER
verify_against_bundle -- collapsing in concept_text would break every payload's own
digest), gives -72.4 %: line count invariant, non-whitespace byte-identical, leading
indentation untouched, no number changed.
F99-D3 -- read_file / read_dir / read_bundle now RETURN their refusal. MAF turns a
tool raise into "Error: Function failed." (_tools.py:1410-1432, :1427) and counts it
against DEFAULT_MAX_CONSECUTIVE_ERRORS_PER_REQUEST = 3, so everything the refusing
arm knows is destroyed on the way out. The gates are unchanged; the property they
exist for -- the reason travels, the bytes never do -- is now asserted explicitly on
the returned value. The arm is keyed on named classes, never bare Exception, because
ExplorationError is itself a RuntimeError subclass.
F99-D2 -- the invariant row, plus one for finding 5 (a stated deviation from "one
row only": finding 5 is a separately built seam and the ledger's standing rule
requires its own row).
19 existing arms rewritten, never deleted and never weakened: where the class
carried a distinction, the refusal KIND carries it now.
13 mutations, all red against the whole suite (W1-W5, M1-M8), each restored from
scratchpad with shasum -c. Control 1543 passed / 5 skipped (from 1529/5, a strict
superset, 0 removed). Golden demo-transcript.stdout unchanged
(shasum -a 1 of the CONTENT = ea8c534773acdbe41ae68f2c55724d69aaf8be4f).
Measurement: docs/2026-09-08-funn-4-5-og-read-nekt.md
Co-Authored-By: Claude <Opus 5>
Funn 99, measured offline against the artefacts the paid Q5=B run left behind — no paid
run here.
ROOT, verbatim from the records: the three failing quick_validate calls all sent
bundle_id="renholdstekniske_funksjonskrav" — a CONCEPT name guessed out of the seeded cut,
while the base's id is k2-trinn1-20260903. Both arguments parsed against the signature, so
it was _resolve_bundle's raise MAF counted, proven by quick_validations being EMPTY while
all three stand in tool_calls. Denominator: 12 tool calls, and those three came BEFORE
list_bundles.
The order's causal chain is FELLED: the quick_validate triple is records 4-6 and the run
continued for 13 more model calls; the triple immediately before the 400 is the navigator's
three read_file refusals on del-ii-bilag-7-prisskjema*. The limit fired TWICE.
(A) ChatClientException is caught on BOTH seams — the exploration dispatch and the full-run
dispatch — because the debate's own model calls go through the same provider. The line is
"run stopped:", not "run refused:" (a stated divergence from the order): the argv was fine
and tokens were already spent, which is the MAJOR-2 arm's own reason, verbatim. Caught
INSIDE the try/finally so the exploration artefact still lands.
(B) quick_validate answers an unknown base id with {"decision": "refused", ...} naming the
configured ids, and records it in the sink. MAF turns a tool raise into the opaque
"Error: Function failed." (_tools.py:1426), so the one thing the refusal knew and the model
did not never reached it — the replies show it guessing at the JSON format instead.
read_file/read_dir/read_bundle still raise: measured, reported, out of scope.
Seven mutations all red against the whole suite, green control 1529/5, golden ea8c534
unchanged. One existing gate REWRITTEN, not deleted; its second half is what keeps (B)
scoped. The test double raises from the reply_selector seam rather than a new
_inner_get_response body, so the S2.5 consolidation guard stays untouched.
Co-Authored-By: Claude <claude-opus-5>
The live N100 arm without --require-cost-baseline lands the model on the
fasit concept: req_number ("Krav 3.3.1--13") is cited verbatim in 6 of 6
replies, and it is the correct concept, not a stray one. N100 reaches
po's own "ferdig" bar for the first time in this measurement series.
[skip-docs]
P2 measured that the producer's payload now carries title/req_number/sources/source_* on
every excerpt (14 members, was 9), but PrepassExcerpt ignored them (extra="ignore") and
_data_blocks rendered only concept_id/adjudication/trust_tier -- so (b') was a po verdict,
never a model verdict. title/req_number/sources are now named fields; source_* locators are
read via model_extra and a prefix scan (measured: the producer treats source_* as an
open-ended family, not a fixed allowlist), so a future producer's new source_foo key reaches
the prompt without a code change here. A P1-form payload renders byte-identical to before.
Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
Order 20260908T134013Z-2103630340 (P2). Re-measures N100/N200/N500 in
hypothesis form against the new excerpt, with --require-cost-baseline, and
judges by the new "done" definition (operator choice 08.09 12:20, D-1: po is
not a lookup tool).
P1's finding 1 was llm-ingestion-okf's and it is CLOSED, verified here: the
excerpt carries 14 members (was 9), among them title, req_number, sources,
source_element_id and source_sha256. Ranking still puts the gold concept at
rank 1 of 8 on all three with the flagless command; contract check exits 0
with 15 rules; the budget instrument's own known-positive moved to 12 563 /
12 227 / 336 and measured == expected on all three.
What remains is po's, and it is two independent losses on one path.
PrepassExcerpt inherits _Permissive (extra="ignore"), so the payload's 14
members become 7 on the object po builds; and _data_blocks renders four
things per excerpt: concept_id, adjudication, trust_tier, text. req_number
is cited 0 times in 18 model replies -- and could not have been. N200's
proposer writes "as per the krav with ID 03418c46-..." because the UUID in
the DATA delimiter is the only identifier it can see.
A first measurement of "did the field reach the prompt" was CONFOUNDED and
was falsified before anything was built on it: a substring search found
req_number in 2 of 6 prompts because the string is part of the QUESTION
line, and source_element_id because it is a substring of concept_id. The
repository's own rule -- never assert on a substring two branches share --
applied to a measurement rather than a test.
D-3 measured: --require-cost-baseline refused all three, rc 1, ZERO model
calls, on the full run path, with an rc-0 control on the same argv without
the flag. --derive-cost-baseline refuses too. There is no anchored form of
an N-bundle run: a road standard is a requirements corpus and carries no
cost lines. Stated deviation: the three paid arms therefore ran WITHOUT the
flag, because with it they cost nothing and measure nothing.
Verdict, new definition: 0 of 3, and the binding row is now (b'), which is a
po verdict rather than a model verdict -- no model could pass it as the code
stands. NOK 0.22 of the 5 cap, 0 x 429. No file under src/ touched.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
The gate (test_package_leaks_no_secret_content) is `git archive HEAD` content-scanned
against the absolute-home-path pattern. It caught two literal /Users/ktg/... paths in
docs/2026-09-08-n-bundlene-konsum.md's command block, introduced in e7ffe9e. Same
shell semantics with ~-form; no other change.
Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
The live consumption measurement on N100:2023, N200:2024 and N500:2024, ordered
as P1 (20260908T113200Z-46497613). Three paid arms in A-form
(--prepass-payload), one per bundle, NOK 0.21 of a NOK 5 cap, 0 x 429. No file
under src/ touched; no production code in this commit.
ALL FIVE KNOWN-POSITIVES HELD BEFORE ANYTHING WAS PAID FOR. The three
sha256-tree refs reproduce vegnormal-okf's values character for character;
okf.navigate_bundle -- our own code -- reaches exactly 446 / 1133 / 270
concepts with 0 unfollowed links; the pre-pass on okf a37d5ce delivers the gold
concept at RANK 1 of 8 on all three with the flagless default command;
okf_contract_check exits 0 three times; the cheap client probe is green.
okf's three opt-in flags were NOT used: the order allowed them only if the gold
came back below_k, and it never did.
THE VERDICT IS 0 OF 3, and the three reasons are different and separately
owned. Criterion: (a) the model answers with the gold requirement's central
condition AND (b) cites the right concept id AND (c) zero hallucinated values.
(c) is 0 on all three -- the model quoted only what it had. (a) is YES only on
N100, where it reproduced the body sentence verbatim. On N200 and N500, 0 of 6
keywords from each gold body appear in any answer.
THE MAIN FINDING, MEASURED, NOT GUESSED (okf owns it): the payload's excerpt
carries `text` and no `title`/`req_number`, so for N100 and N500 the
requirement number the question is ASKED BY appears nowhere in the model's
context -- not in the gold excerpt, not anywhere in the delivered cut. The
ranking finds the right document ON that number and the delivery then drops it.
Our own read_file returns the whole 774-character file including
`req_number: Krav 3.3.1-13`; the excerpt is 98 characters of body. The declared
cut is strictly less informative than our own navigation on precisely the key
the question uses. This is the structural twin of S7c: there the locks bought
the BYTES and not the STRUCTURE; here the ranking buys the RIGHT DOCUMENT and
not the KEY.
THE SECOND FINDING IS OURS, and the order asked for it by name: po has no
lookup door in A-form. `run.py:1243` is hard-coded (`Find a cost-saving measure
for {project.id}`), none of run_project's 26 parameters carries a question, a
prompt, an objective or a task (measured with inspect.signature), and
`--explore` is refused together with `--prepass-payload` (rc 1, zero model
calls). The question reaches the model only as the pre-pass's declared
`question` line -- verbatim in 2 of 6 / 2 of 5 / 2 of 6 prompts -- while the
task line says something else. On N200 and N500 the model followed the task it
was actually given and used a different delivered concept. That is the form,
not a misconfiguration, and choosing what to do about it is the operator's.
(b) IS SCORED ON THE MODEL'S REFERENCE, NOT ON THE STAMP, and that is a
sharpening of the order's criterion rather than a softening. The stamp cites
the delivered concepts MECHANICALLY: `stamp intersect delivered` is 8 of 8 on
all three and would be 8 of 8 for a run in which the model read nothing. A
measure that can only come out one way is this repository's vacuous-gate class,
so the load-bearing reading is what the model actually named -- and there the
answer is no on all three.
A THIRD FINDING, reported and not fixed: N200's run VALIDATED a proposal whose
cost codes were `03418c46` (a real requirement id used as a cost line) and
`03423b12` (0 matches among the bundle's 1137 files -- invented). It passed
because the run was un-anchored and the validator's stage 0 was skipped: the
first LIVE instance of exactly what --require-cost-baseline (F4, session 100)
refuses. The run said so itself, in plain text, on its own notice line.
TWO THINGS GOT CONFIRMED LIVE ON THREE FRESH CORPORA, neither of them ordered.
`{run_id}-parse-failures.json` is absent from all three outboxes, so the
derived structured-output grammar (Fase 1b finding 1b) was accepted by the live
endpoint on corpora it had never been tested against -- closing one of that
row's stated honesty limits. And Step 5's informed refinement fires: attempts 2
and 3 carry "your previous proposal was REJECTED by the deterministic
validator" verbatim, and the claim falls monotonically (3 000 000 -> 1 500 000
-> 600 000 on N100; 350 000 -> 210 000 -> 90 000 on N500).
S7a-3's slack was paid for here for the first time: all three bases declare
`bundle_id` in the root index while mounted under a different directory name.
Before session 81 that was REFUSED, so none of the three could have been opened
as delivered.
HONESTY LIMITS, stated: one run is one run -- three arms, one question each,
one model, no repetition, so nothing here measures variance. (a) on N100 is not
evidence that the chain answers lookups: that gold requirement is
cost-shaped, so answering the task and answering the question coincide, and the
coincidence is identified rather than hidden. (c) = 0 covers the PROSE; the
structured proposal invents cost codes, which is structurally required with no
baseline. The denominator vocabulary was used 0 times in 17 replies, but no arm
was ever in the position the marker exists for, so that is an unanswered
denominator and not evidence it does not work. None of the three bundles was
reviewed on its subject matter; (a) compares against the concept body only.
Suite after `git add`: 1511 passed / 5 skipped, ruff and mypy clean, golden
demo-transcript.stdout BYTE-UNCHANGED (shasum -a 1 of the CONTENT =
ea8c534773acdbe41ae68f2c55724d69aaf8be4f, never the git blob id). Leak check
after staging: 0 hits for the real host in staged content and in every tracked
file. Verdicts sent FYI to vegnormal-okf (which owns nothing here -- the
bundles are clean) and to llm-ingestion-okf (one field).
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
S7c ran the whole chain on a knowledge base built at llm-ingestion-okf HEAD (6776c37):
raw corpus -> okf build -> pre-pass -> declared cut -> LIVE model -> deterministic
validator -> artefacts. Two paid arms, identical but for the payload. No production
code changed; every table names the command that produced it.
The chain works end to end. The door closes (43 = 39 + 4), all 629 concepts now carry
the stamp --ingested-at asked for (S7 measured 11 of 629, so F1 is really fixed), the
diff against the delivered bundle is ONE line, both contract checks exit 0, both arms
return rc 0 with zero 429s, for NOK 0.63 of the NOK 5 cap.
What it does not do is answer the question it was opened for. The priced table was
delivered at rank 10, its bytes reached 2 of 11 prompts with 5647500 verbatim six
times -- and none of the 11 replies used it. Measured why, not guessed: the excerpt is
a single-column pandoc SIMPLE table with whitespace runs of 887 characters between a
label and its amount, exactly the form F4 measured that derive_cost_baseline must
refuse. Opening both locks buys the BYTES, not the STRUCTURE.
Three premises felled before anything was paid for:
- the order's step-1 command cannot run (okf build requires --bundle-id/--okf-version);
- the order's known-positive was mis-paired: 58 401 is NOT the flagless default but
--cost-vocabulary --k 12 --limit 120000. Both producer numbers reproduce exactly;
the flagless default measures 57 289, so the price of the priced table is +8.5 %
payload / +20.9 % rendered context, not +6.4 %;
- --plan-review is still structurally refused with a payload (rc 1, both combinations).
Recommendation to the operator (the decision is theirs): keep the flags OFF by default
-- measured gain nil, measured cost +20.2 % debate input and +29.6 % NOK on the one
open-cut run, which ended rejected. Keep them as opt-in; they do deliver the document.
Five findings reported, not fixed, two of them cross-repo (log.md is still a navigable
concept for po at 630 while okf considers 629; the priced form is unreadable as
rendered).
Suite 1511 passed / 5 skipped, ruff + mypy clean, golden demo-transcript.stdout
BYTE-UNCHANGED (shasum -a 1 of the CONTENT = ea8c534773acdbe41ae68f2c55724d69aaf8be4f).
Measurement: docs/2026-09-08-syretest-s7c-begge-laaser-k2.md
Order: 20260908T033950Z-4303132405-from-.claude
Co-Authored-By: Claude <Opus 5>
F3 and F4, the two findings the S7 acid test (session 98) reported and left. The order required
both descriptions to be treated as PREMISES. One held; the other was felled before anything was
built on it.
F3 -- premise FELLED, asymmetry real. The order read arm C's two refused calls as "the path names
a document that EXISTS". Measured against the base that ran: its root holds 27 directories named
del-ii-bilag-N-... and 12 documents named inbox-del-ii-bilag-N-....md, and the requested path
matches NEITHER -- it is the directory naming convention applied to a document whose real name
carries an inbox- prefix. So the two live rounds were the UNKNOWN-path class, and this delivery
does NOT recover them (gated). What IS real: read_file on a directory has named read_dir since
session 95, while read_dir on a document named neither the rung nor the path.
okf.DocumentPathRefused closes that one direction -- a ValueError, a SIBLING of BundlePathNotFound
rather than a subclass, built from context_files (never files) and through the same in_dimension
predicate the listing uses, quoting the document's REAL name so what it hands back resolves.
F4 -- premise HELD, option (c) felled by measurement. All four live artefacts stamped
cost_baseline_anchored: False and each arm invented its cost codes. derive_cost_baseline refuses
against the delivered base: K2's price schedule is a pandoc SIMPLE table with ONE column header,
so making --derive-cost-baseline reachable there would mean inventing a rule for an unmeasured
form -- MAJOR-4's own honesty limit. Chose (b) over (a): --require-cost-baseline /
run_project(require_cost_baseline=...), OPT-IN and never default, so every bundle without a
cost-baseline.json runs unchanged. The gate sits where both branches have bound baseline and ABOVE
the dry-run cut, so it fires on the free trip too and, on the paid one, before the first model
call. Three CLI refusals by name, each with an rc-0 control.
12 mutations, all red against the WHOLE suite. Green control 1493/5 -> 1511/5 (+18 node-ids, 0
removed); golden demo-transcript.stdout BYTE-UNCHANGED (shasum -a 1 of the CONTENT =
ea8c534773acdbe41ae68f2c55724d69aaf8be4f). No paid run: both findings measured offline.
Measurement: docs/2026-09-08-f3-f4-nekten-og-forankringen.md
Order: 20260908T020419Z-5837110336-from-portfolio-optimiser
Co-Authored-By: Claude <Opus 5>
Q5 = B, bygget som MAALT OPSJON. --prepass-payload gir DEBATTEN et deklarert
kutt og trekker de fire navigatoerverktoeyene; --prepass-seed gir UTFORSKNINGEN
det samme kuttet som utgangspunkt og BEHOLDER verktoeyene.
Nekten M32/F4 staar ORDRETT. B er et nytt flagg, aldri en loesning av den, og
hjemmelen er konsumkontraktens SS 2.2: en skill maa ikke lese «outside what the
payload delivers or explicitly names as reachable». Andre ledd er hele arm B, og
PrepassDeclaration.rest_reachable er det som gjoer de to lesningene skillbare i
ettertid -- paakrevd uten default av cost_baseline_anchoreds grunn, fordi begge
defaults ville loeyet om hvilken arm som leste kuttet.
Soemmene:
admit_payload er EN opptaks-gate (form -> montert base -> tom-leveranse-nekt)
delt av begge doerer; to kopier ville latt en doer slippe inn det den andre
nekter.
render_seed deler header, regel->ANTALL-foldingen og DATA-blokkene med
render_context. Det eneste som skiller dem er avsnittet som sier hva
leseren kan gjoere videre.
explore(seed_context=...) legger kuttet i TASK-MELDINGEN, aldri i prompt:
_finish bygger Mandate.objective av prompt, og en kommisjon med 22 335
tokens utdrag i objektivet er uleselig for den som skrev den. Tom streng gir
en byte-identisk task-melding.
trace_payload(prepass=...) skriver deklarasjonen fra en finally. MAALT baerende
-- den seedede kjoeringen som doede paa en Azure-400 etterlot likevel kuttet
deklarert.
Fem nekter ved navn. --checkpoint-dir baerer en beslutning: en gjenopptatt
etappe kjoerer i en prosess som aldri saa payloaden og ville overskrevet den
parkerte etappens deklarasjon med prepass: null.
--dimension-config er BEVISST ikke nektet (arm A nekter den): maalt bygger
utforskningen navigator_tools(bundle_dirs) UTEN dimensjon, saa aa skope
seedet ville nektet tekst den samme loekka kan aapne et oeyeblikk senere.
MAALT PAA K2 MED LEVENDE MODELL, og maalingen taler MOT aa gjoere B til default:
like-for-like gratis 4 317 -> 227 675 o200k (x 52,7), og betalt er manageren
x 21 paa samme antall prompter. Viktigere enn prisen: den USEEDETE kontrollen
hentet prisskjemaet i fire steg (del-ii-bilag-7-prisskjema/prissammenstilling-
sheet-1.md), mens BEGGE seedede armer lot vaere -- den ene med null verktoeykall
fordi manageren rutet til hypotesisereren i alle tre runder, den andre ved aa
gjette stier ut av kuttets egne konsept-navn og mynte en base-id som ikke finnes.
Erkjennelsen kom (manageren skrev i hver runde at utdragene ikke rakk),
handlingen ikke. Ingen av de 40 svarene brukte ett eneste av kontraktens fem
literaler. NOK 2,78 av taket 5, 0 x 429. Anbefaling skrevet, beslutning ikke
tatt -- den er operatoerens.
Load-bearing maalt: 26 armer, 16 mutasjoner alle roede mot HELE suiten, groenn
kontroll 1493 passed / 5 skipped (fra 1467/5; +26 node-ider, 0 fjernet), golden
demo-transcript.stdout byte-uendret (shasum -a 1 av innholdet =
ea8c534773acdbe41ae68f2c55724d69aaf8be4f).
To armer var GROENNE AV FEIL GRUNN og ble rettet, ikke droppet: tool_calls alene
kan ikke skille «et verktoey ble kalt» fra «basen var aapen», fordi recorderen
appender FOER call_next; og id-enighets-armen maalte den stale digesten i stedet
for id-gaten. Sonden var dessuten feil foer koden var det -- foerste
diskriminator var norsk, og verktoeysvar serialiseres med \uXXXX-escapes.
Avvik, uttalt: implementasjonen ble skrevet FOER testfila. Roedmaalingen er gjort
etterpaa ved aa reversere src/ til HEAD (16 av 24 armer roede), deretter
restaurert med shasum-verifikasjon. Beviset er ekte, rekkefoelgen var ikke.
Rapportert, ikke fikset: ChatClientException (Azure 400, «No tool call found for
function call output») etter tre quick_validate-nekter paa rad -- den ligger
utenfor main()s nekt-tuppel og forlater CLI-en som traceback.
Azure-konfigurasjonen er uendret; endepunktet utledes inline fra az og er aldri
lagret i fil. Ruff + mypy rene.
Maaling: docs/2026-09-07-prepass-mater-q5b-k2.md
Ordre: 20260907T234344Z-9062321009-from-.claude
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
